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 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

setE.inx
   tin_4.6  bin_10.12    twi_2.4    twi_4.6  mef2_8.10 mef2_10.12 
         2          6          7          8         14         15 

setE.names
[1] "tin_4.6"    "bin_10.12"  "twi_2.4"    "twi_4.6"    "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 mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA        NA
tin_4.6         NA      NA      NA      NA       NA 0.1279439 6.577651e-05 4.386055e-19      NA      NA       NA       NA       NA 0.4738625
tin_6.8         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA        NA
bin_6.8         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA        NA
bin_8.10        NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA        NA
bin_10.12       NA      NA      NA      NA       NA        NA 1.643658e-04 3.938552e-02      NA      NA       NA       NA       NA 0.2609873
twi_2.4         NA      NA      NA      NA       NA        NA           NA 1.590030e-07      NA      NA       NA       NA       NA 0.0110300
twi_4.6         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA 0.8582385
twi_6.8         NA      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       NA        NA
mef2_2.4        NA      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        NA
mef2_6.8        NA      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        NA
mef2_10.12      NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA        NA
             mef2_10.12
tin_2.4              NA
tin_4.6    3.244411e-01
tin_6.8              NA
bin_6.8              NA
bin_8.10             NA
bin_10.12  4.559082e-01
twi_2.4    3.517778e-03
twi_4.6    4.125031e-02
twi_6.8              NA
bap_6.8              NA
mef2_2.4             NA
mef2_4.6             NA
mef2_6.8             NA
mef2_8.10  7.633493e-16
mef2_10.12           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 mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
tin_4.6         NA      NA      NA      NA       NA 0.5714808 0.002714994 5.876418e-17      NA      NA       NA       NA       NA 0.2252391
tin_6.8         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
bin_6.8         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
bin_8.10        NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
bin_10.12       NA      NA      NA      NA       NA        NA 0.004470624 1.165309e-02      NA      NA       NA       NA       NA 0.7151577
twi_2.4         NA      NA      NA      NA       NA        NA          NA 1.298198e-05      NA      NA       NA       NA       NA 0.2116273
twi_4.6         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA 0.4171150
twi_6.8         NA      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       NA        NA
mef2_2.4        NA      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        NA
mef2_6.8        NA      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        NA
mef2_10.12      NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
             mef2_10.12
tin_2.4              NA
tin_4.6    6.270445e-01
tin_6.8              NA
bin_6.8              NA
bin_8.10             NA
bin_10.12  5.634783e-01
twi_2.4    2.210636e-01
twi_4.6    2.430045e-01
twi_6.8              NA
bap_6.8              NA
mef2_2.4             NA
mef2_4.6             NA
mef2_6.8             NA
mef2_8.10  1.816839e-14
mef2_10.12           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 8.542569e-01      NA      NA       NA 3.027121e-01 7.212405e-01 8.323964e-01      NA      NA       NA       NA       NA
tin_4.6         NA           NA      NA      NA       NA 1.076135e-01 1.759997e-01 2.320572e-01      NA      NA       NA       NA       NA
tin_6.8         NA 3.604219e-01      NA      NA       NA 7.012349e-02 9.857794e-01 6.533764e-01      NA      NA       NA       NA       NA
bin_6.8         NA 2.777605e-02      NA      NA       NA 9.075255e-01 6.423153e-01 1.122195e-01      NA      NA       NA       NA       NA
bin_8.10        NA 1.489367e-01      NA      NA       NA 7.004984e-01 5.821516e-01 2.329143e-03      NA      NA       NA       NA       NA
bin_10.12       NA 4.831333e-03      NA      NA       NA           NA 7.458594e-02 1.623221e-09      NA      NA       NA       NA       NA
twi_2.4         NA 5.501102e-02      NA      NA       NA 3.999493e-02           NA 5.238545e-02      NA      NA       NA       NA       NA
twi_4.6         NA 2.397335e-01      NA      NA       NA 1.231066e-01 3.490517e-01           NA      NA      NA       NA       NA       NA
twi_6.8         NA 3.235430e-01      NA      NA       NA 2.641084e-01 9.857794e-01 7.027840e-01      NA      NA       NA       NA       NA
bap_6.8         NA 1.017884e-01      NA      NA       NA 6.531997e-01 8.369376e-01 3.203735e-01      NA      NA       NA       NA       NA
mef2_2.4        NA 8.697353e-01      NA      NA       NA 5.667668e-01 9.957584e-01 9.455889e-01      NA      NA       NA       NA       NA
mef2_4.6        NA 1.225655e-01      NA      NA       NA 2.015666e-01 5.673345e-01 6.400100e-02      NA      NA       NA       NA       NA
mef2_6.8        NA 4.495567e-02      NA      NA       NA 2.298392e-01 3.932668e-01 7.551775e-02      NA      NA       NA       NA       NA
mef2_8.10       NA 5.103840e-05      NA      NA       NA 4.567856e-04 6.040486e-03 6.351908e-05      NA      NA       NA       NA       NA
mef2_10.12      NA 1.444791e-08      NA      NA       NA 4.265169e-09 5.102572e-06 4.183555e-08      NA      NA       NA       NA       NA
              mef2_8.10   mef2_10.12
tin_2.4    4.908495e-01 0.5972627992
tin_4.6    9.688611e-02 0.1630188098
tin_6.8    2.531647e-01 0.2193597299
bin_6.8    6.736478e-01 0.0427082220
bin_8.10   1.230797e-02 0.1439990423
bin_10.12  2.102057e-03 0.0005804828
twi_2.4    4.195375e-02 0.0573961285
twi_4.6    1.399420e-01 0.2838470077
twi_6.8    4.561426e-01 0.3588368294
bap_6.8    8.347982e-01 0.7386210943
mef2_2.4   6.087817e-01 0.3390217899
mef2_4.6   7.814346e-01 0.4473014606
mef2_6.8   6.393251e-01 0.0370240548
mef2_8.10            NA 0.0039989355
mef2_10.12 1.776045e-09           NA

adjX.inx
[[1]]
NULL

[[2]]
[1]  4 13

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
[1] 7

[[7]]
[1] 14 15

[[8]]
[1]  6 15

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
[1]  5  7 15

[[15]]
[1] 13 14


condX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
NULL

[[4]]
[1]  2 15

[[5]]
[1]  8 14

[[6]]
[1]  2  8 14 15

[[7]]
[1]  6 14

[[8]]
NULL

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
[1]  2 15

[[14]]
[1]  2  6  7  8 15

[[15]]
[1]  2  6  7  8 14


setE.cond
   bin_6.8   bin_8.10  bin_10.12    twi_2.4   mef2_6.8  mef2_8.10 mef2_10.12 
         4          5          6          7         13         14         15 

onlySetE.cond
[1]  4  5 13

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

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

[[1]][[3]]
NULL

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

[[1]][[9]]
NULL

[[1]][[10]]
NULL

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
NULL

[[1]][[14]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

[[1]][[15]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


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

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

[[2]][[9]]
NULL

[[2]][[10]]
NULL

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
NULL

[[2]][[14]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[2]][[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


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

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3604219

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9857794

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.6533764

[[3]][[9]]
NULL

[[3]][[10]]
NULL

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
NULL

[[3]][[14]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2531647

[[3]][[15]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2193597


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

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[4]][[3]]
NULL

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

[[4]][[9]]
NULL

[[4]][[10]]
NULL

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
NULL

[[4]][[14]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

[[4]][[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


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

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

[[5]][[3]]
NULL

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[5]][[9]]
NULL

[[5]][[10]]
NULL

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
NULL

[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[5]][[15]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


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

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[6]][[3]]
NULL

[[6]][[4]]
NULL

[[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=0.07458594

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[6]][[9]]
NULL

[[6]][[10]]
NULL

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
NULL

[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]][[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


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

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[7]][[3]]
NULL

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

[[7]][[9]]
NULL

[[7]][[10]]
NULL

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
NULL

[[7]][[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[7]][[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


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

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[8]][[3]]
NULL

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
NULL

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
NULL

[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[8]][[15]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


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

[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.323543

[[9]][[3]]
NULL

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2641084

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9857794

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.702784

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
NULL

[[9]][[14]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4561426

[[9]][[15]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3588368


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

[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1017884

[[10]][[3]]
NULL

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.6531997

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8369376

[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3203735

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
NULL

[[10]][[14]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8347982

[[10]][[15]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7386211


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

[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8697353

[[11]][[3]]
NULL

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5667668

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9957584

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9455889

[[11]][[9]]
NULL

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
NULL

[[11]][[14]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6087817

[[11]][[15]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3390218


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

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1225655

[[12]][[3]]
NULL

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2015666

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5673345

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.064001

[[12]][[9]]
NULL

[[12]][[10]]
NULL

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
NULL

[[12]][[14]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7814346

[[12]][[15]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.4473015


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

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

[[13]][[3]]
NULL

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

[[13]][[9]]
NULL

[[13]][[10]]
NULL

[[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=0.6393251

[[13]][[15]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


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

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[14]][[3]]
NULL

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[14]][[9]]
NULL

[[14]][[10]]
NULL

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
NULL

[[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=0.003998935


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

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[15]][[3]]
NULL

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[15]][[9]]
NULL

[[15]][[10]]
NULL

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
NULL

[[15]][[14]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_4.6, bin_10.12, twi_2.4, twi_4.6, mef2_8.10, mef2_10.12, bin_6.8, bin_8.10, mef2_6.8 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[17]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

[[18]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[19]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[20]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[21]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[22]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[23]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[24]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[25]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[26]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[27]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[28]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


ciTests.adjC at n = 1 
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`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=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`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=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`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=0.006040486

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935


$`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=1.380354e-09

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`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=5.102572e-06

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057


$`bin_10.12 vs class | mef2_10.12`
$`bin_10.12 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493


$`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=0.04195375


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09



adjC.pvals at n = 1 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |  
                   2.320572e-01                    7.458594e-02                    5.739613e-02                    3.490517e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |       bin_6.8 vs class | tin_4.6   bin_6.8 vs class | mef2_10.12 
                   6.040486e-03                    5.102572e-06                    2.777605e-02                    4.270822e-02 
    bin_8.10 vs class | twi_4.6   bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | twi_4.6 
                   2.329143e-03                    1.230797e-02                    4.831333e-03                    1.623221e-09 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10 
                   2.102057e-03                    5.804828e-04                    3.999493e-02                    4.195375e-02 
    mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12 
                   4.495567e-02                    3.702405e-02                    5.103840e-05                    4.567856e-04 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 
                   6.040486e-03                    6.351908e-05                    3.998935e-03                    1.444791e-08 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6 mef2_10.12 vs class | mef2_8.10 
                   4.265169e-09                    5.102572e-06                    4.183555e-08                    1.776045e-09 

adjC.pvals.inx at n = 1 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |  
                              4                               3                               6                               4 
          mef2_8.10 vs class |           mef2_10.12 vs class |       bin_6.8 vs class | tin_4.6   bin_6.8 vs class | mef2_10.12 
                              4                               4                               1                               1 
    bin_8.10 vs class | twi_4.6   bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | twi_4.6 
                              1                               1                               1                               1 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10 
                              1                               1                               1                               1 
    mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12 
                              1                               1                               1                               1 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 
                              1                               1                               1                               1 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6 mef2_10.12 vs class | mef2_8.10 
                              1                               1                               1                               1 

adjC.pvals (adjusted) at n = 1 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |  
                   2.320572e-01                    7.458594e-02                    5.739613e-02                    3.490517e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |       bin_6.8 vs class | tin_4.6   bin_6.8 vs class | mef2_10.12 
                   6.040486e-03                    5.102572e-06                    2.777605e-02                    4.270822e-02 
    bin_8.10 vs class | twi_4.6   bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | twi_4.6 
                   2.329143e-03                    1.230797e-02                    4.831333e-03                    1.623221e-09 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10 
                   2.102057e-03                    5.804828e-04                    3.999493e-02                    4.195375e-02 
    mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12 
                   4.495567e-02                    3.702405e-02                    5.103840e-05                    4.567856e-04 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 
                   6.040486e-03                    6.351908e-05                    3.998935e-03                    1.444791e-08 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6 mef2_10.12 vs class | mef2_8.10 
                   4.265169e-09                    5.102572e-06                    4.183555e-08                    1.776045e-09 

adjC.delete
  tin_4.6 vs class |  bin_10.12 vs class |    twi_2.4 vs class |    twi_4.6 vs class |  
                    1                     2                     3                     4 

delete.inx
[1] 2 6 7 8

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[1]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[3]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545



ciTests.adjC.removed
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`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=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08



Variables left after iteration 1 : mef2_8.10, mef2_10.12, bin_6.8, bin_8.10, bin_10.12, twi_2.4, mef2_6.8 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

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

Conditioning on sets of 2 variable(s) from mef2_8.10, mef2_10.12, bin_6.8, bin_8.10, bin_10.12, twi_2.4, mef2_6.8 

adjC at n = 2 
[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


ciTests.adjC at n = 2 
$`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=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`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=0.006040486

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$`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=1.380354e-09

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`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=5.102572e-06

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

$`bin_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

$`bin_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

$`bin_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$`bin_8.10 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

$`bin_8.10 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.0009014926

$`bin_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$`bin_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


$`bin_10.12 vs class | mef2_10.12`
$`bin_10.12 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.0009014926

$`bin_10.12 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

$`bin_10.12 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874


$`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=0.04195375

$`twi_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2962447

$`twi_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$`twi_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

$`mef2_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

$`mef2_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

$`mef2_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$`mef2_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$`mef2_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$`mef2_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



adjC.pvals at n = 2 
          mef2_8.10 vs class |           mef2_10.12 vs class |    bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10 
                   0.0674480437                    0.0001025592                    0.3818148585                    0.5456608535 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | mef2_8.10  mef2_6.8 vs class | mef2_10.12 
                   0.1461844256                    0.0015493333                    0.2962446841                    0.1916457166 
mef2_8.10 vs class | mef2_10.12 mef2_10.12 vs class | mef2_8.10 
                   0.0674480437                    0.0001025592 

adjC.pvals.inx at n = 2 
          mef2_8.10 vs class |           mef2_10.12 vs class |    bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10 
                              7                               9                               2                               4 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | mef2_8.10  mef2_6.8 vs class | mef2_10.12 
                              4                               3                               2                               2 
mef2_8.10 vs class | mef2_10.12 mef2_10.12 vs class | mef2_8.10 
                              2                               4 

adjC.pvals (adjusted) at n = 2 
          mef2_8.10 vs class |           mef2_10.12 vs class |    bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10 
                   0.0674480437                    0.0001025592                    0.3818148585                    0.5456608535 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | mef2_8.10  mef2_6.8 vs class | mef2_10.12 
                   0.1461844256                    0.0015493333                    0.2962446841                    0.1916457166 
mef2_8.10 vs class | mef2_10.12 mef2_10.12 vs class | mef2_8.10 
                   0.0674480437                    0.0001025592 

adjC.delete
          mef2_8.10 vs class |    bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10  bin_10.12 vs class | mef2_8.10 
                              1                               3                               4                               5 
   twi_2.4 vs class | mef2_8.10  mef2_6.8 vs class | mef2_10.12 mef2_8.10 vs class | mef2_10.12 
                              7                               8                               9 

delete.inx
[1] 14

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[1]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[3]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

[[4]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149



ciTests.adjC.removed
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`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=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08


$`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=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`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=0.006040486

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

$`bin_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

$`bin_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

$`bin_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$`bin_8.10 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

$`bin_8.10 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.0009014926

$`bin_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$`bin_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


$`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=0.04195375

$`twi_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2962447

$`twi_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$`twi_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

$`mef2_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

$`mef2_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

$`mef2_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$`mef2_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$`mef2_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$`mef2_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



Variables left after iteration 2 : mef2_10.12, bin_10.12 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.8643672


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.0009014926

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2962447

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5199057


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3559017


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4723575


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6944754


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



adjC.uncond

[1] 15

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[1]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[3]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

[[4]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[1]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[3]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

[[4]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149



adjC
[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


removed.ids
 [1] "tin_4.6 vs class | "             "bin_10.12 vs class | "           "twi_2.4 vs class | "             "twi_4.6 vs class | "            
 [5] "bin_6.8 vs class | tin_4.6"      "bin_8.10 vs class | twi_4.6"     "bin_10.12 vs class | tin_4.6"    "bin_10.12 vs class | twi_4.6"   
 [9] "twi_2.4 vs class | bin_10.12"    "mef2_6.8 vs class | tin_4.6"     "mef2_8.10 vs class | tin_4.6"    "mef2_8.10 vs class | bin_10.12" 
[13] "mef2_8.10 vs class | twi_2.4"    "mef2_8.10 vs class | twi_4.6"    "mef2_10.12 vs class | tin_4.6"   "mef2_10.12 vs class | bin_10.12"
[17] "mef2_10.12 vs class | twi_2.4"   "mef2_10.12 vs class | twi_4.6"   "mef2_8.10 vs class | "           "bin_6.8 vs class | mef2_10.12"  
[21] "bin_8.10 vs class | mef2_8.10"   "bin_10.12 vs class | mef2_8.10"  "twi_2.4 vs class | mef2_8.10"    "mef2_6.8 vs class | mef2_10.12" 
[25] "mef2_8.10 vs class | mef2_10.12" "mef2_10.12 vs class | mef2_8.10"

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022


joint.nodes
[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05


conditional.nodes
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


direct.inx
mef2_10.12 
        15 

indirect.inx
  tin_4.6 bin_10.12   twi_2.4   twi_4.6 
        2         6         7         8 

joint.inx
mef2_8.10 
       14 

conditional.inx
bin_10.12 
        6 

Dsep
$tin_2.4
NULL

$tin_4.6
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

$tin_6.8
NULL

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$twi_2.4
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
NULL

$mef2_8.10
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$mef2_10.12
NULL


all.joint.ids
 [1] "twi_2.4 vs class | tin_4.6"              "tin_4.6 vs class | twi_2.4"              "twi_4.6 vs class | tin_4.6"             
 [4] "tin_4.6 vs class | twi_4.6"              "twi_4.6 vs class | twi_2.4"              "twi_2.4 vs class | twi_4.6"             
 [7] "bin_6.8 vs class | mef2_8.10,mef2_10.12" "mef2_8.10 vs class | bin_6.8,mef2_10.12" "twi_2.4 vs class | bin_8.10,mef2_8.10"  
[10] "bin_8.10 vs class | twi_2.4,mef2_8.10"   "twi_2.4 vs class | bin_10.12,mef2_8.10"  "bin_10.12 vs class | twi_2.4,mef2_8.10" 
[13] "mef2_8.10 vs class | bin_6.8,mef2_10.12" "bin_6.8 vs class | mef2_8.10,mef2_10.12"

edges
[[1]]
EDGE mef2_10.12[15] -> tin_4.6[2] based on 1 test(s)

[[2]]
EDGE twi_2.4[7] -> bin_10.12[6] based on 1 test(s)

[[3]]
EDGE mef2_10.12[15] -> twi_2.4[7] based on 1 test(s)

[[4]]
EDGE mef2_10.12[15] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE bin_6.8[4] <-> mef2_8.10[14] based on 2 test(s)

[[6]]
EDGE mef2_8.10[14] - mef2_10.12[15] based on 2 test(s)

[[7]]
EDGE bin_10.12[6] .. mef2_10.12[15] based on 1 test(s)

[[8]]
EDGE mef2_8.10[14] .. mef2_10.12[15] 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 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

$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   mef2_6.8 
-1.3339007 -2.6988976  0.1016841  0.9735278  1.3885653  1.9328858       -Inf -1.9188632 -0.3598959  0.5729899 -0.9899463  0.1713346  0.6324909 
 mef2_8.10 mef2_10.12 
 1.6463630  2.3665390 

$setE.selected
   tin_4.6  bin_10.12    twi_2.4    twi_4.6  mef2_8.10 mef2_10.12 
         2          6          7          8         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=0.1309208


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$ciTests[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.8643672


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$ciTests[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

$ciTests[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

$ciTests[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$ciTests[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$ciTests[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

$ciTests[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$ciTests[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$ciTests[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$ciTests[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$ciTests[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$ciTests[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$ciTests[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.0009014926

$ciTests[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$ciTests[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$ciTests[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

$ciTests[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2962447

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$ciTests[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5199057


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3559017


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4723575


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6944754


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$ciTests[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$ciTests[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$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=0.006040486

$ciTests[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$ciTests[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$ciTests[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$ciTests[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$ciTests[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$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=5.102572e-06

$ciTests[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$ciTests[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$ciTests[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$ciTests[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$ciTests[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



$final.calls
         name            type        explained.by explained.pval conditional.type       conditional.on conditional.explained  conditional.pval
1     tin_2.4   no dependence                                 NA                                                                              
2     tin_4.6 strong indirect          mef2_10.12     0.16301881                                                                              
3     tin_6.8   no dependence                                 NA                                                                              
4     bin_6.8   no dependence                                 NA                                                                              
5    bin_8.10   no dependence                                 NA                                                                              
6   bin_10.12   weak indirect             twi_2.4     0.07458594           direct bin_10.12:mef2_10.12                                        
7     twi_2.4 strong indirect          mef2_10.12     0.05739613                                                                              
8     twi_4.6 strong indirect          mef2_10.12     0.28384701                                                                              
9     twi_6.8   no dependence                                 NA                                                                              
10    bap_6.8   no dependence                                 NA                                                                              
11   mef2_2.4   no dependence                                 NA                                                                              
12   mef2_4.6   no dependence                                 NA                                                                              
13   mef2_6.8   no dependence                                 NA                                                                              
14  mef2_8.10           joint bin_6.8, mef2_10.12     0.06744804            joint mef2_8.10:mef2_10.12               bin_6.8 0.067448043670139
15 mef2_10.12          direct                                 NA                                                                              
   marginal.pval     log2FC
1   1.309208e-01 -1.3339007
2   1.169569e-02 -2.6988976
3   8.643672e-01  0.1016841
4   8.873430e-02  0.9735278
5   5.731205e-02  1.3885653
6   4.014886e-04  1.9328858
7   5.932850e-03       -Inf
8   1.473022e-02 -1.9188632
9   5.199057e-01 -0.3598959
10  3.559017e-01  0.5729899
11  4.723575e-01 -0.9899463
12  6.944754e-01  0.1713346
13  1.411559e-01  0.6324909
14  7.150445e-05  1.6463630
15  1.380354e-09  2.3665390

