setE.pvals
    tin_2.4     tin_4.6     tin_6.8     bin_6.8    bin_8.10   bin_10.12     twi_2.4     twi_4.6     twi_6.8     bap_6.8    mef2_2.4    mef2_4.6 
0.349368596 0.825415533 0.019470550 0.088475534 0.531471550 0.443884912 0.001317801 0.168622812 0.737900925 0.071192004 0.334302903 0.930401375 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.046800909 0.039265949 0.088475534 

setE.inx
   tin_6.8    bin_6.8    twi_2.4    bap_6.8   mef2_6.8  mef2_8.10 mef2_10.12 
         3          4          7         10         13         14         15 

setE.names
[1] "tin_6.8"    "bin_6.8"    "twi_2.4"    "bap_6.8"    "mef2_6.8"   "mef2_8.10"  "mef2_10.12"

adjX.p.vals
           tin_2.4 tin_4.6 tin_6.8      bin_6.8 bin_8.10 bin_10.12     twi_2.4 twi_4.6 twi_6.8      bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8
tin_2.4         NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
tin_4.6         NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
tin_6.8         NA      NA      NA 2.944082e-08       NA        NA 0.138904195      NA      NA 9.232937e-18       NA       NA 6.012202e-10
bin_6.8         NA      NA      NA           NA       NA        NA 0.003517778      NA      NA 1.822442e-09       NA       NA 2.666210e-03
bin_8.10        NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
bin_10.12       NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
twi_2.4         NA      NA      NA           NA       NA        NA          NA      NA      NA 1.807964e-01       NA       NA 5.876865e-01
twi_4.6         NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
twi_6.8         NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
bap_6.8         NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA 3.715317e-07
mef2_2.4        NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
mef2_4.6        NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
mef2_6.8        NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
mef2_8.10       NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
mef2_10.12      NA      NA      NA           NA       NA        NA          NA      NA      NA           NA       NA       NA           NA
              mef2_8.10   mef2_10.12
tin_2.4              NA           NA
tin_4.6              NA           NA
tin_6.8    1.498770e-03 1.006390e-01
bin_6.8    4.265919e-04 7.105197e-01
bin_8.10             NA           NA
bin_10.12            NA           NA
twi_2.4    1.103000e-02 3.517778e-03
twi_4.6              NA           NA
twi_6.8              NA           NA
bap_6.8    1.321019e-03 3.834296e-02
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   2.155532e-11 2.666210e-03
mef2_8.10            NA 7.633493e-16
mef2_10.12           NA           NA

expC.p.vals
           tin_2.4 tin_4.6 tin_6.8      bin_6.8 bin_8.10 bin_10.12    twi_2.4 twi_4.6 twi_6.8      bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8
tin_2.4         NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
tin_4.6         NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
tin_6.8         NA      NA      NA 2.258748e-11       NA        NA 0.28088029      NA      NA 1.018668e-19       NA       NA 2.720714e-09
bin_6.8         NA      NA      NA           NA       NA        NA 0.02063693      NA      NA 2.108335e-12       NA       NA 1.091365e-03
bin_8.10        NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
bin_10.12       NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
twi_2.4         NA      NA      NA           NA       NA        NA         NA      NA      NA 2.984576e-01       NA       NA 3.274237e-01
twi_4.6         NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
twi_6.8         NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
bap_6.8         NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA 7.107556e-07
mef2_2.4        NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
mef2_4.6        NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
mef2_6.8        NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
mef2_8.10       NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
mef2_10.12      NA      NA      NA           NA       NA        NA         NA      NA      NA           NA       NA       NA           NA
              mef2_8.10   mef2_10.12
tin_2.4              NA           NA
tin_4.6              NA           NA
tin_6.8    1.548555e-02 3.663691e-01
bin_6.8    4.268218e-03 8.751496e-01
bin_8.10             NA           NA
bin_10.12            NA           NA
twi_2.4    5.449805e-02 2.063693e-02
twi_4.6              NA           NA
twi_6.8              NA           NA
bap_6.8    1.168872e-02 1.668267e-01
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   6.472674e-10 1.693672e-02
mef2_8.10            NA 6.573112e-14
mef2_10.12           NA           NA

adjX.star.p.vals
           tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4
tin_2.4         NA 4.722195e-27 4.227150e-09 2.612567e-01 2.448431e-01 2.001871e-01 3.153225e-04 3.506834e-16 2.658714e-06 2.303085e-05 8.435504e-05
tin_4.6         NA           NA 2.044408e-12 3.282101e-03 7.547704e-01 1.279439e-01 6.577651e-05 4.386055e-19 2.061733e-16 1.162532e-08 1.824998e-08
tin_6.8         NA           NA           NA 2.944082e-08 4.342138e-02 2.670200e-01 1.389042e-01 4.484253e-06 5.135034e-09 9.232937e-18 4.554100e-07
bin_6.8         NA           NA           NA           NA 6.039351e-18 9.575743e-13 3.517778e-03 8.746911e-02 9.047723e-02 1.822442e-09 4.663397e-03
bin_8.10        NA           NA           NA           NA           NA 4.429540e-19 2.859653e-03 8.330041e-02 9.589108e-01 2.996662e-04 9.457275e-01
bin_10.12       NA           NA           NA           NA           NA           NA 1.643658e-04 3.938552e-02 9.666204e-01 3.335597e-02 6.383669e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 1.590030e-07 3.537683e-02 1.807964e-01 5.063323e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 6.327883e-14 2.686318e-03 7.645539e-05
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 6.306661e-04 3.828676e-05
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 2.014841e-04
mef2_2.4        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_4.6        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_6.8        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_8.10       NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_10.12      NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
               mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    3.767488e-14 1.440172e-04 8.584892e-01 1.142736e-01
tin_4.6    3.665692e-20 3.349932e-08 4.738625e-01 3.244411e-01
tin_6.8    1.968487e-10 6.012202e-10 1.498770e-03 1.006390e-01
bin_6.8    8.746911e-02 2.666210e-03 4.265919e-04 7.105197e-01
bin_8.10   8.330041e-02 8.416588e-01 4.908148e-02 7.931125e-01
bin_10.12  9.768376e-02 5.244012e-01 2.609873e-01 4.559082e-01
twi_2.4    1.126512e-02 5.876865e-01 1.103000e-02 3.517778e-03
twi_4.6    1.159082e-17 1.017702e-04 8.582385e-01 4.125031e-02
twi_6.8    7.912210e-15 7.166139e-14 1.334168e-02 7.792865e-01
bap_6.8    3.124080e-06 3.715317e-07 1.321019e-03 3.834296e-02
mef2_2.4   1.566639e-07 1.640481e-07 1.699837e-03 6.837270e-04
mef2_4.6             NA 1.705633e-15 2.657039e-05 1.713117e-01
mef2_6.8             NA           NA 2.155532e-11 2.666210e-03
mef2_8.10            NA           NA           NA 7.633493e-16
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.p.vals
           tin_2.4 tin_4.6     tin_6.8     bin_6.8 bin_8.10 bin_10.12     twi_2.4 twi_4.6 twi_6.8     bap_6.8 mef2_2.4 mef2_4.6    mef2_6.8
tin_2.4         NA      NA 0.669333379 0.183763850       NA        NA 0.066410662      NA      NA 0.487107325       NA       NA 0.853243284
tin_4.6         NA      NA 0.720411167 0.700993825       NA        NA 0.005282897      NA      NA 0.859075669       NA       NA 0.829792222
tin_6.8         NA      NA          NA 0.410924340       NA        NA 0.370195148      NA      NA 0.588437288       NA       NA 0.608198336
bin_6.8         NA      NA 0.431673431          NA       NA        NA 0.709648658      NA      NA 0.507067449       NA       NA 0.664987634
bin_8.10        NA      NA 0.847142284 0.841291174       NA        NA 0.878731803      NA      NA 0.860809283       NA       NA 0.812840591
bin_10.12       NA      NA 0.754434869 0.786919728       NA        NA 0.826617829      NA      NA 0.773933045       NA       NA 0.711818995
twi_2.4         NA      NA 0.005052527 0.008810068       NA        NA          NA      NA      NA 0.004308688       NA       NA 0.002643406
twi_4.6         NA      NA 0.119774840 0.273008297       NA        NA 0.093142058      NA      NA 0.231787925       NA       NA 0.158592519
twi_6.8         NA      NA 0.815778304 0.550145348       NA        NA 0.251926489      NA      NA 0.739072223       NA       NA 0.645933996
bap_6.8         NA      NA 0.652908610 0.512319924       NA        NA 0.609200752      NA      NA          NA       NA       NA 0.768818644
mef2_2.4        NA      NA 0.945478928 0.796936178       NA        NA 0.479687209      NA      NA 0.846699524       NA       NA 0.880776315
mef2_4.6        NA      NA 0.612233189 0.682571800       NA        NA 0.011523712      NA      NA 0.800827695       NA       NA 0.592863136
mef2_6.8        NA      NA 0.243068735 0.083127529       NA        NA 0.083688676      NA      NA 0.155465560       NA       NA          NA
mef2_8.10       NA      NA 0.233556195 0.212572796       NA        NA 0.531914665      NA      NA 0.209321234       NA       NA 0.394234308
mef2_10.12      NA      NA 0.323807519 0.235725849       NA        NA 0.709648658      NA      NA 0.327200734       NA       NA 0.451352652
             mef2_8.10  mef2_10.12
tin_2.4    0.661361387 0.583922040
tin_4.6    0.925879940 0.943894819
tin_6.8    0.130261468 0.094231567
bin_6.8    0.408466963 0.235725849
bin_8.10   0.844559577 0.816824112
bin_10.12  0.755787190 0.749181164
twi_2.4    0.008372347 0.008810068
twi_4.6    0.258220448 0.432460572
twi_6.8    0.842727775 0.916591003
bap_6.8    0.338510201 0.276001716
mef2_2.4   0.839134499 0.823460596
mef2_4.6   0.765207618 0.788008198
mef2_6.8   0.324537345 0.230322050
mef2_8.10           NA 0.288733795
mef2_10.12 0.618791203          NA

adjX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
NULL

[[4]]
[1]  7 13

[[5]]
NULL

[[6]]
NULL

[[7]]
[1]  1  2  8 12

[[8]]
NULL

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
[1] 7

[[15]]
[1] 7


condX.inx
[[1]]
[1] 7

[[2]]
[1] 7

[[3]]
[1] 15

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
[1]  3  4 10 13 14 15

[[8]]
[1] 7

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
[1] 7

[[13]]
[1] 4 7

[[14]]
NULL

[[15]]
NULL


setE.cond
 tin_2.4  tin_4.6  tin_6.8  twi_2.4  twi_4.6 mef2_4.6 mef2_6.8 
       1        2        3        7        8       12       13 

onlySetE.cond
[1]  1  2  8 12

cond.ciTests
[[1]]
[[1]][[1]]
NULL

[[1]][[2]]
NULL

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6693334

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1837639

[[1]][[5]]
NULL

[[1]][[6]]
NULL

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066

[[1]][[8]]
NULL

[[1]][[9]]
NULL

[[1]][[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.4871073

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8532433

[[1]][[14]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6613614

[[1]][[15]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.583922


[[2]]
[[2]][[1]]
NULL

[[2]][[2]]
NULL

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.7204112

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.7009938

[[2]][[5]]
NULL

[[2]][[6]]
NULL

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897

[[2]][[8]]
NULL

[[2]][[9]]
NULL

[[2]][[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.8590757

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8297922

[[2]][[14]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.9258799

[[2]][[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.9438948


[[3]]
[[3]][[1]]
NULL

[[3]][[2]]
NULL

[[3]][[3]]
NULL

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243

[[3]][[5]]
NULL

[[3]][[6]]
NULL

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

[[3]][[8]]
NULL

[[3]][[9]]
NULL

[[3]][[10]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

[[3]][[14]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615

[[3]][[15]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


[[4]]
[[4]][[1]]
NULL

[[4]][[2]]
NULL

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
NULL

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

[[4]][[8]]
NULL

[[4]][[9]]
NULL

[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6649876

[[4]][[14]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467

[[4]][[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


[[5]]
[[5]][[1]]
NULL

[[5]][[2]]
NULL

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.8471423

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.8412912

[[5]][[5]]
NULL

[[5]][[6]]
NULL

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8787318

[[5]][[8]]
NULL

[[5]][[9]]
NULL

[[5]][[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.8608093

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8128406

[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8445596

[[5]][[15]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.8168241


[[6]]
[[6]][[1]]
NULL

[[6]][[2]]
NULL

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.7544349

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.7869197

[[6]][[5]]
NULL

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8266178

[[6]][[8]]
NULL

[[6]][[9]]
NULL

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.773933

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.711819

[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7557872

[[6]][[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7491812


[[7]]
[[7]][[1]]
NULL

[[7]][[2]]
NULL

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068

[[7]][[5]]
NULL

[[7]][[6]]
NULL

[[7]][[7]]
NULL

[[7]][[8]]
NULL

[[7]][[9]]
NULL

[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

[[7]][[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347

[[7]][[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


[[8]]
[[8]][[1]]
NULL

[[8]][[2]]
NULL

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1197748

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2730083

[[8]][[5]]
NULL

[[8]][[6]]
NULL

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2317879

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1585925

[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2582204

[[8]][[15]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.4324606


[[9]]
[[9]][[1]]
NULL

[[9]][[2]]
NULL

[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.8157783

[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5501453

[[9]][[5]]
NULL

[[9]][[6]]
NULL

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2519265

[[9]][[8]]
NULL

[[9]][[9]]
NULL

[[9]][[10]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.7390722

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.645934

[[9]][[14]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8427278

[[9]][[15]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.916591


[[10]]
[[10]][[1]]
NULL

[[10]][[2]]
NULL

[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

[[10]][[5]]
NULL

[[10]][[6]]
NULL

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

[[10]][[8]]
NULL

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186

[[10]][[14]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102

[[10]][[15]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


[[11]]
[[11]][[1]]
NULL

[[11]][[2]]
NULL

[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.9454789

[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.7969362

[[11]][[5]]
NULL

[[11]][[6]]
NULL

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4796872

[[11]][[8]]
NULL

[[11]][[9]]
NULL

[[11]][[10]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.8466995

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8807763

[[11]][[14]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8391345

[[11]][[15]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.8234606


[[12]]
[[12]][[1]]
NULL

[[12]][[2]]
NULL

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6122332

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6825718

[[12]][[5]]
NULL

[[12]][[6]]
NULL

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371

[[12]][[8]]
NULL

[[12]][[9]]
NULL

[[12]][[10]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.8008277

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5928631

[[12]][[14]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7652076

[[12]][[15]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7880082


[[13]]
[[13]][[1]]
NULL

[[13]][[2]]
NULL

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

[[13]][[5]]
NULL

[[13]][[6]]
NULL

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

[[13]][[8]]
NULL

[[13]][[9]]
NULL

[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

[[13]][[15]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


[[14]]
[[14]][[1]]
NULL

[[14]][[2]]
NULL

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

[[14]][[5]]
NULL

[[14]][[6]]
NULL

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

[[14]][[8]]
NULL

[[14]][[9]]
NULL

[[14]][[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[14]][[14]]
NULL

[[14]][[15]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


[[15]]
[[15]][[1]]
NULL

[[15]][[2]]
NULL

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3238075

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

[[15]][[5]]
NULL

[[15]][[6]]
NULL

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

[[15]][[8]]
NULL

[[15]][[9]]
NULL

[[15]][[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

[[15]][[14]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_6.8, bin_6.8, twi_2.4, bap_6.8, mef2_6.8, mef2_8.10, mef2_10.12, tin_2.4, tin_4.6, twi_4.6, mef2_4.6 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066

[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897

[[10]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157

[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

[[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068

[[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688

[[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

[[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347

[[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068

[[17]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206

[[18]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371

[[19]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

[[20]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868


ciTests.adjC at n = 1 
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6649876

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3238075

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897


$`tin_6.8 vs class | mef2_10.12`
$`tin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068


$`twi_2.4 vs class | bap_6.8`
$`twi_2.4 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868



adjC.pvals at n = 1 
          tin_6.8 vs class |            bin_6.8 vs class |            twi_2.4 vs class |            bap_6.8 vs class |           mef2_6.8 vs class |  
                  0.608198336                   0.709648658                   0.008810068                   0.768818644                   0.324537345 
        mef2_8.10 vs class |         mef2_10.12 vs class |     tin_2.4 vs class | twi_2.4    tin_4.6 vs class | twi_2.4 tin_6.8 vs class | mef2_10.12 
                  0.531914665                   0.709648658                   0.066410662                   0.005282897                   0.094231567 
   twi_2.4 vs class | tin_6.8    twi_2.4 vs class | bin_6.8    twi_2.4 vs class | bap_6.8   twi_2.4 vs class | mef2_6.8  twi_2.4 vs class | mef2_8.10 
                  0.005052527                   0.008810068                   0.004308688                   0.002643406                   0.008372347 
twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_2.4   mef2_6.8 vs class | bin_6.8   mef2_6.8 vs class | twi_2.4 
                  0.008810068                   0.093142058                   0.011523712                   0.083127529                   0.083688676 

adjC.pvals.inx at n = 1 
          tin_6.8 vs class |            bin_6.8 vs class |            twi_2.4 vs class |            bap_6.8 vs class |           mef2_6.8 vs class |  
                            5                             3                             3                             5                             6 
        mef2_8.10 vs class |         mef2_10.12 vs class |     tin_2.4 vs class | twi_2.4    tin_4.6 vs class | twi_2.4 tin_6.8 vs class | mef2_10.12 
                            4                             4                             1                             1                             1 
   twi_2.4 vs class | tin_6.8    twi_2.4 vs class | bin_6.8    twi_2.4 vs class | bap_6.8   twi_2.4 vs class | mef2_6.8  twi_2.4 vs class | mef2_8.10 
                            1                             1                             1                             1                             1 
twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_2.4   mef2_6.8 vs class | bin_6.8   mef2_6.8 vs class | twi_2.4 
                            1                             1                             1                             1                             1 

adjC.pvals (adjusted) at n = 1 
          tin_6.8 vs class |            bin_6.8 vs class |            twi_2.4 vs class |            bap_6.8 vs class |           mef2_6.8 vs class |  
                  0.608198336                   0.709648658                   0.008810068                   0.768818644                   0.324537345 
        mef2_8.10 vs class |         mef2_10.12 vs class |     tin_2.4 vs class | twi_2.4    tin_4.6 vs class | twi_2.4 tin_6.8 vs class | mef2_10.12 
                  0.531914665                   0.709648658                   0.066410662                   0.005282897                   0.094231567 
   twi_2.4 vs class | tin_6.8    twi_2.4 vs class | bin_6.8    twi_2.4 vs class | bap_6.8   twi_2.4 vs class | mef2_6.8  twi_2.4 vs class | mef2_8.10 
                  0.005052527                   0.008810068                   0.004308688                   0.002643406                   0.008372347 
twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_2.4   mef2_6.8 vs class | bin_6.8   mef2_6.8 vs class | twi_2.4 
                  0.008810068                   0.093142058                   0.011523712                   0.083127529                   0.083688676 

adjC.delete
   tin_6.8 vs class |     bin_6.8 vs class |     bap_6.8 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
                     1                      2                      4                      5                      6                      7 

delete.inx
[1]  3  4 10 13 14 15

to.delete
 [1]  TRUE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE FALSE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE FALSE FALSE  TRUE FALSE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

[[3]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

[[5]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[6]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

[[8]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[9]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

[[10]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

[[11]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

[[12]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912

[[13]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338



ciTests.adjC.removed
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6649876

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3238075

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912


$`tin_6.8 vs class | mef2_10.12`
$`tin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068


$`twi_2.4 vs class | bap_6.8`
$`twi_2.4 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753



Variables left after iteration 1 : twi_2.4, tin_2.4, tin_4.6, twi_4.6, mef2_4.6, mef2_6.8 

adjC
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066

[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206

[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371

[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

======================================

Conditioning on sets of 2 variable(s) from twi_2.4, tin_2.4, tin_4.6, twi_4.6, mef2_4.6, mef2_6.8 

adjC at n = 2 
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066

[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206

[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371

[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868


ciTests.adjC at n = 2 
$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066

$`tin_2.4 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3431892

$`tin_2.4 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257

$`tin_2.4 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446

$`tin_2.4 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.01426355

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.02314378

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245

$`tin_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.05924298


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206

$`twi_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

$`twi_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.2891188

$`twi_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578

$`twi_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371

$`mef2_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

$`mef2_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

$`mef2_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

$`mef2_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

$`mef2_6.8 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.7846527

$`mef2_6.8 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

$`mef2_6.8 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048



adjC.pvals at n = 2 
        twi_2.4 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  twi_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                0.008810068                 0.429779204                 0.511824466                 0.605557796                 0.472280147 
mef2_6.8 vs class | twi_2.4 
                0.784652659 

adjC.pvals.inx at n = 2 
        twi_2.4 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  twi_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                          3                           5                           4                           4                           3 
mef2_6.8 vs class | twi_2.4 
                          3 

adjC.pvals (adjusted) at n = 2 
        twi_2.4 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  twi_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                0.008810068                 0.429779204                 0.511824466                 0.605557796                 0.472280147 
mef2_6.8 vs class | twi_2.4 
                0.784652659 

adjC.delete
 tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  twi_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 mef2_6.8 vs class | twi_2.4 
                          2                           3                           4                           5                           6 

delete.inx
NULL

to.delete
[1] FALSE  TRUE  TRUE  TRUE  TRUE  TRUE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

[[3]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

[[5]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[6]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

[[8]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[9]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

[[10]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

[[11]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

[[12]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912

[[13]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

[[14]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

[[15]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

[[16]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

[[17]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

[[18]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

[[19]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048

[[20]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596



ciTests.adjC.removed
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6649876

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3238075

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912


$`tin_6.8 vs class | mef2_10.12`
$`tin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068


$`twi_2.4 vs class | bap_6.8`
$`twi_2.4 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06641066

$`tin_2.4 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3431892

$`tin_2.4 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257

$`tin_2.4 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446

$`tin_2.4 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005282897

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.01426355

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.02314378

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245

$`tin_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.05924298


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09314206

$`twi_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

$`twi_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.2891188

$`twi_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578

$`twi_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01152371

$`mef2_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

$`mef2_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

$`mef2_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

$`mef2_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

$`mef2_6.8 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.7846527

$`mef2_6.8 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

$`mef2_6.8 vs class | twi_2.4`[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048



Variables left after iteration 2 : twi_2.4 

adjC
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

======================================

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3493686

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3431892

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8254155

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.01426355

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.02314378

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.05924298


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243

[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6649876

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.5314716


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.4438849


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1686228

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.2891188

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.7379009


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

[[10]][[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186

[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3343029


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.9304014

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.7846527

[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

[[13]][[11]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3238075

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912



adjC.uncond

[1] 7

adjC.filtered

[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

[[3]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

[[5]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[6]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

[[8]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[9]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

[[10]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

[[11]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

[[12]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912

[[13]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

[[14]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

[[15]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

[[16]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

[[17]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

[[18]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

[[19]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048

[[20]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

[[3]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

[[5]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[6]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

[[8]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[9]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

[[10]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

[[11]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

[[12]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912

[[13]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

[[14]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

[[15]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

[[16]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

[[17]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

[[18]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

[[19]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048

[[20]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596



adjC
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


removed.ids
 [1] "tin_6.8 vs class | "           "bin_6.8 vs class | "           "bap_6.8 vs class | "           "mef2_6.8 vs class | "         
 [5] "mef2_8.10 vs class | "         "mef2_10.12 vs class | "        "tin_6.8 vs class | mef2_10.12" "twi_2.4 vs class | tin_6.8"   
 [9] "twi_2.4 vs class | bin_6.8"    "twi_2.4 vs class | bap_6.8"    "twi_2.4 vs class | mef2_6.8"   "twi_2.4 vs class | mef2_8.10" 
[13] "twi_2.4 vs class | mef2_10.12" "mef2_6.8 vs class | bin_6.8"   "tin_2.4 vs class | twi_2.4"    "tin_4.6 vs class | twi_2.4"   
[17] "twi_4.6 vs class | twi_2.4"    "mef2_4.6 vs class | twi_2.4"   "mef2_6.8 vs class | twi_2.4"  

direct.nodes
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553


joint.nodes
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091


conditional.nodes
NULL

direct.inx
twi_2.4 
      7 

indirect.inx
   tin_6.8    bin_6.8    bap_6.8  mef2_8.10 mef2_10.12 
         3          4         10         14         15 

joint.inx
mef2_6.8 
      13 

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
NULL

$tin_6.8
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$bin_6.8
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$bin_8.10
NULL

$bin_10.12
NULL

$twi_2.4
NULL

$twi_4.6
NULL

$twi_6.8
NULL

$bap_6.8
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

$mef2_8.10
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$mef2_10.12
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487


all.joint.ids
 [1] "bin_6.8 vs class | tin_6.8"           "tin_6.8 vs class | bin_6.8"           "bap_6.8 vs class | tin_6.8"          
 [4] "tin_6.8 vs class | bap_6.8"           "bap_6.8 vs class | bin_6.8"           "bin_6.8 vs class | bap_6.8"          
 [7] "mef2_6.8 vs class | tin_6.8"          "tin_6.8 vs class | mef2_6.8"          "mef2_6.8 vs class | bap_6.8"         
[10] "bap_6.8 vs class | mef2_6.8"          "mef2_8.10 vs class | tin_6.8"         "tin_6.8 vs class | mef2_8.10"        
[13] "mef2_8.10 vs class | bin_6.8"         "bin_6.8 vs class | mef2_8.10"         "mef2_8.10 vs class | bap_6.8"        
[16] "bap_6.8 vs class | mef2_8.10"         "mef2_8.10 vs class | mef2_6.8"        "mef2_6.8 vs class | mef2_8.10"       
[19] "mef2_10.12 vs class | bin_6.8"        "bin_6.8 vs class | mef2_10.12"        "mef2_10.12 vs class | bap_6.8"       
[22] "bap_6.8 vs class | mef2_10.12"        "mef2_10.12 vs class | mef2_6.8"       "mef2_6.8 vs class | mef2_10.12"      
[25] "mef2_10.12 vs class | mef2_8.10"      "mef2_8.10 vs class | mef2_10.12"      "twi_4.6 vs class | tin_2.4,twi_2.4"  
[28] "tin_2.4 vs class | twi_4.6,twi_2.4"   "mef2_4.6 vs class | tin_2.4,twi_2.4"  "tin_2.4 vs class | mef2_4.6,twi_2.4" 
[31] "mef2_4.6 vs class | tin_4.6,twi_2.4"  "tin_4.6 vs class | mef2_4.6,twi_2.4"  "mef2_4.6 vs class | twi_4.6,twi_2.4" 
[34] "twi_4.6 vs class | mef2_4.6,twi_2.4"  "mef2_6.8 vs class | tin_2.4,twi_2.4"  "tin_2.4 vs class | mef2_6.8,twi_2.4" 
[37] "mef2_6.8 vs class | twi_4.6,twi_2.4"  "twi_4.6 vs class | mef2_6.8,twi_2.4"  "mef2_6.8 vs class | mef2_4.6,twi_2.4"
[40] "mef2_4.6 vs class | mef2_6.8,twi_2.4"

edges
[[1]]
EDGE twi_2.4[7] -> tin_6.8[3] based on 1 test(s)

[[2]]
EDGE twi_2.4[7] -> bin_6.8[4] based on 1 test(s)

[[3]]
EDGE twi_2.4[7] -> bap_6.8[10] based on 1 test(s)

[[4]]
EDGE twi_2.4[7] -> mef2_8.10[14] based on 1 test(s)

[[5]]
EDGE twi_2.4[7] -> mef2_10.12[15] based on 1 test(s)

[[6]]
EDGE mef2_6.8[13] <-> tin_6.8[3] based on 2 test(s)

[[7]]
EDGE mef2_6.8[13] <-> bap_6.8[10] based on 2 test(s)

[[8]]
EDGE mef2_8.10[14] <-> mef2_6.8[13] based on 2 test(s)

[[9]]
EDGE mef2_10.12[15] <-> mef2_6.8[13] based on 2 test(s)

[[10]]
EDGE mef2_4.6[12] <-> tin_2.4[1] based on 2 test(s)

[[11]]
EDGE mef2_4.6[12] <-> tin_4.6[2] based on 2 test(s)

[[12]]
EDGE mef2_4.6[12] <-> twi_4.6[8] based on 2 test(s)

[[13]]
EDGE mef2_6.8[13] <-> tin_2.4[1] based on 2 test(s)

[[14]]
EDGE mef2_6.8[13] <-> twi_4.6[8] based on 2 test(s)

[[15]]
EDGE mef2_6.8[13] <-> mef2_4.6[12] based on 2 test(s)

[[16]]
EDGE tin_4.6[2] .. twi_2.4[7] based on 1 test(s)

[[17]]
EDGE mef2_4.6[12] .. twi_2.4[7] based on 1 test(s)


stats
$setE.pvals
    tin_2.4     tin_4.6     tin_6.8     bin_6.8    bin_8.10   bin_10.12     twi_2.4     twi_4.6     twi_6.8     bap_6.8    mef2_2.4    mef2_4.6 
0.349368596 0.825415533 0.019470550 0.088475534 0.531471550 0.443884912 0.001317801 0.168622812 0.737900925 0.071192004 0.334302903 0.930401375 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.046800909 0.039265949 0.088475534 

$setE.log2FC
    tin_2.4     tin_4.6     tin_6.8     bin_6.8    bin_8.10   bin_10.12     twi_2.4     twi_4.6     twi_6.8     bap_6.8    mef2_2.4    mef2_4.6 
-0.61022926 -0.10665509 -2.63259707 -2.10208236        -Inf        -Inf  0.86951393  0.49899981 -0.16042634 -2.19519176 -1.31066898  0.03613379 
   mef2_6.8   mef2_8.10  mef2_10.12 
-1.38281876 -2.41758418 -2.10208236 

$setE.selected
   tin_6.8    bin_6.8    twi_2.4    bap_6.8   mef2_6.8  mef2_8.10 mef2_10.12 
         3          4          7         10         13         14         15 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3493686

$ciTests[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3431892

$ciTests[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1707257

$ciTests[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3132446

$ciTests[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.4297792


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8254155

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.01426355

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.02314378

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.5118245

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.05924298


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$ciTests[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4109243

$ciTests[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$ciTests[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5884373

$ciTests[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$ciTests[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615

$ciTests[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.09423157


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$ciTests[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4316734

$ciTests[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$ciTests[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.5070674

$ciTests[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6649876

$ciTests[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.408467

$ciTests[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2357258


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.5314716


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.4438849


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.008810068

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004308688

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008810068


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1686228

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.4489772

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.2891188

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6055578

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.2853596


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.7379009


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192

$ciTests[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6529086

$ciTests[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5123199

$ciTests[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6092008

$ciTests[[10]][[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7688186

$ciTests[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3385102

$ciTests[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2760017


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3343029


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.9304014

$ciTests[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1498251

$ciTests[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4722801

$ciTests[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.1358998

$ciTests[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1713596


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.08312753

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$ciTests[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1554656

$ciTests[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373

$ciTests[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2303221

$ciTests[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.592754

$ciTests[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.7846527

$ciTests[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6,twi_2.4[8,7], reliable=TRUE, p.value=0.3831698

$ciTests[[13]][[11]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6034048


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$ciTests[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$ciTests[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2125728

$ciTests[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$ciTests[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2093212

$ciTests[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

$ciTests[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2887338


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3238075

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2357258

$ciTests[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7096487

$ciTests[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3272007

$ciTests[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4513527

$ciTests[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6187912



$final.calls
         name            type explained.by explained.pval conditional.type   conditional.on                  conditional.explained
1     tin_2.4   no dependence                          NA                                                                         
2     tin_4.6   no dependence                          NA            joint  tin_4.6:twi_2.4                               mef2_4.6
3     tin_6.8 strong indirect      twi_2.4      0.3701951                                                                         
4     bin_6.8 strong indirect      twi_2.4      0.7096487                                                                         
5    bin_8.10   no dependence                          NA                                                                         
6   bin_10.12   no dependence                          NA                                                                         
7     twi_2.4          direct                          NA                                                                         
8     twi_4.6   no dependence                          NA                                                                         
9     twi_6.8   no dependence                          NA                                                                         
10    bap_6.8 strong indirect      twi_2.4      0.6092008                                                                         
11   mef2_2.4   no dependence                          NA                                                                         
12   mef2_4.6   no dependence                          NA            joint mef2_4.6:twi_2.4 tin_2.4 | tin_4.6 | twi_4.6 | mef2_6.8
13   mef2_6.8           joint      tin_6.8      0.2430687                                                                         
14  mef2_8.10 strong indirect      twi_2.4      0.5319147                                                                         
15 mef2_10.12 strong indirect      twi_2.4      0.7096487                                                                         
                                                                conditional.pval marginal.pval      log2FC
1                                                                                  0.349368596 -0.61022926
2                                                              0.511824466224453   0.825415533 -0.10665509
3                                                                                  0.019470550 -2.63259707
4                                                                                  0.088475534 -2.10208236
5                                                                                  0.531471550        -Inf
6                                                                                  0.443884912        -Inf
7                                                                                  0.001317801  0.86951393
8                                                                                  0.168622812  0.49899981
9                                                                                  0.737900925 -0.16042634
10                                                                                 0.071192004 -2.19519176
11                                                                                 0.334302903 -1.31066898
12 0.149825116630099 | 0.472280146637856 | 0.135899839909308 | 0.171359635461552   0.930401375  0.03613379
13                                                                                 0.046800909 -1.38281876
14                                                                                 0.039265949 -2.41758418
15                                                                                 0.088475534 -2.10208236

