setE.pvals
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
0.32689213 0.70111975 0.87227702 0.95488913 0.99454231 0.77690469 0.17299086 0.17652107 0.64649746 0.46286199 0.38321753 0.88678737 0.02910023 
 mef2_8.10 mef2_10.12 
0.23902532 0.01437065 

setE.inx
   twi_2.4    twi_4.6   mef2_6.8 mef2_10.12 
         7          8         13         15 

setE.names
[1] "twi_2.4"    "twi_4.6"    "mef2_6.8"   "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        NA      NA          NA      NA      NA       NA       NA           NA        NA
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      NA          NA      NA      NA       NA       NA           NA        NA
twi_2.4         NA      NA      NA      NA       NA        NA      NA 1.59003e-07      NA      NA       NA       NA 0.5876865060        NA
twi_4.6         NA      NA      NA      NA       NA        NA      NA          NA      NA      NA       NA       NA 0.0001017702        NA
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             NA
tin_6.8             NA
bin_6.8             NA
bin_8.10            NA
bin_10.12           NA
twi_2.4    0.003517778
twi_4.6    0.041250311
twi_6.8             NA
bap_6.8             NA
mef2_2.4            NA
mef2_4.6            NA
mef2_6.8   0.002666210
mef2_8.10           NA
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        NA      NA           NA      NA      NA       NA       NA           NA        NA
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      NA           NA      NA      NA       NA       NA           NA        NA
twi_2.4         NA      NA      NA      NA       NA        NA      NA 1.620127e-06      NA      NA       NA       NA 0.7014343883        NA
twi_4.6         NA      NA      NA      NA       NA        NA      NA           NA      NA      NA       NA       NA 0.0002694862        NA
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            NA
tin_6.8            NA
bin_6.8            NA
bin_8.10           NA
bin_10.12          NA
twi_2.4    0.01872096
twi_4.6    0.01648715
twi_6.8            NA
bap_6.8            NA
mef2_2.4           NA
mef2_4.6           NA
mef2_6.8   0.02058089
mef2_8.10          NA
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 mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA 0.65492112 5.606913e-01      NA      NA       NA       NA 0.3583034        NA
tin_4.6         NA      NA      NA      NA       NA        NA 0.97124368 7.273263e-01      NA      NA       NA       NA 0.7818623        NA
tin_6.8         NA      NA      NA      NA       NA        NA 0.71773867 2.887402e-01      NA      NA       NA       NA 0.6362981        NA
bin_6.8         NA      NA      NA      NA       NA        NA 0.98694294 5.243388e-01      NA      NA       NA       NA 0.7269142        NA
bin_8.10        NA      NA      NA      NA       NA        NA 0.98612118 9.960059e-01      NA      NA       NA       NA 0.8105814        NA
bin_10.12       NA      NA      NA      NA       NA        NA 0.88732318 9.385504e-01      NA      NA       NA       NA 0.7923253        NA
twi_2.4         NA      NA      NA      NA       NA        NA         NA 5.952646e-01      NA      NA       NA       NA 0.3441302        NA
twi_4.6         NA      NA      NA      NA       NA        NA 0.58617894           NA      NA      NA       NA       NA 0.3785078        NA
twi_6.8         NA      NA      NA      NA       NA        NA 0.94879089 9.473505e-01      NA      NA       NA       NA 0.5561629        NA
bap_6.8         NA      NA      NA      NA       NA        NA 0.53688982 9.240004e-02      NA      NA       NA       NA 0.8129733        NA
mef2_2.4        NA      NA      NA      NA       NA        NA 0.46784757 3.521112e-01      NA      NA       NA       NA 0.1848694        NA
mef2_4.6        NA      NA      NA      NA       NA        NA 0.94240897 8.162283e-01      NA      NA       NA       NA 0.3578394        NA
mef2_6.8        NA      NA      NA      NA       NA        NA 0.07379377 4.744287e-02      NA      NA       NA       NA        NA        NA
mef2_8.10       NA      NA      NA      NA       NA        NA 0.43322826 2.058159e-02      NA      NA       NA       NA 0.8217889        NA
mef2_10.12      NA      NA      NA      NA       NA        NA 0.06378526 5.104819e-05      NA      NA       NA       NA 0.1089762        NA
           mef2_10.12
tin_2.4     0.6561670
tin_4.6     0.3383855
tin_6.8     0.7739167
bin_6.8     0.8674188
bin_8.10    0.6147521
bin_10.12   0.8416658
twi_2.4     0.5207835
twi_4.6     0.2108270
twi_6.8     0.5301771
bap_6.8     0.7486783
mef2_2.4    0.7737744
mef2_4.6    0.9298548
mef2_6.8    0.1785510
mef2_8.10   0.6061545
mef2_10.12         NA

adjX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
[1] 15

[[8]]
[1] 10 13 15

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
[1] 11 15

[[14]]
NULL

[[15]]
[1] 13


condX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
NULL

[[8]]
NULL

[[9]]
NULL

[[10]]
[1] 8

[[11]]
[1] 13

[[12]]
NULL

[[13]]
[1]  7  8 15

[[14]]
[1] 8

[[15]]
[1]  7  8 13


setE.cond
   bap_6.8   mef2_2.4   mef2_6.8  mef2_8.10 mef2_10.12 
        10         11         13         14         15 

onlySetE.cond
[1] 10 11 14

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

[[1]][[2]]
NULL

[[1]][[3]]
NULL

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
NULL

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6549211

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5606913

[[1]][[9]]
NULL

[[1]][[10]]
NULL

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3583034

[[1]][[14]]
NULL

[[1]][[15]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.656167


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

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
NULL

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9712437

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.7273263

[[2]][[9]]
NULL

[[2]][[10]]
NULL

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7818623

[[2]][[14]]
NULL

[[2]][[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3383855


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

[[3]][[2]]
NULL

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
NULL

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7177387

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2887402

[[3]][[9]]
NULL

[[3]][[10]]
NULL

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6362981

[[3]][[14]]
NULL

[[3]][[15]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7739167


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

[[4]][[2]]
NULL

[[4]][[3]]
NULL

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
NULL

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9869429

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5243388

[[4]][[9]]
NULL

[[4]][[10]]
NULL

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7269142

[[4]][[14]]
NULL

[[4]][[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.8674188


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

[[5]][[2]]
NULL

[[5]][[3]]
NULL

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
NULL

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9861212

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9960059

[[5]][[9]]
NULL

[[5]][[10]]
NULL

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8105814

[[5]][[14]]
NULL

[[5]][[15]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.6147521


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

[[6]][[2]]
NULL

[[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=0.8873232

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9385504

[[6]][[9]]
NULL

[[6]][[10]]
NULL

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7923253

[[6]][[14]]
NULL

[[6]][[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.8416658


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

[[7]][[2]]
NULL

[[7]][[3]]
NULL

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
NULL

[[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=0.5952646

[[7]][[9]]
NULL

[[7]][[10]]
NULL

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

[[7]][[14]]
NULL

[[7]][[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


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

[[8]][[2]]
NULL

[[8]][[3]]
NULL

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
NULL

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
NULL

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

[[8]][[14]]
NULL

[[8]][[15]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


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

[[9]][[2]]
NULL

[[9]][[3]]
NULL

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
NULL

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9487909

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9473505

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5561629

[[9]][[14]]
NULL

[[9]][[15]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5301771


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

[[10]][[2]]
NULL

[[10]][[3]]
NULL

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
NULL

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5368898

[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09240004

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8129733

[[10]][[14]]
NULL

[[10]][[15]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7486783


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

[[11]][[2]]
NULL

[[11]][[3]]
NULL

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
NULL

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4678476

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3521112

[[11]][[9]]
NULL

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694

[[11]][[14]]
NULL

[[11]][[15]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7737744


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

[[12]][[2]]
NULL

[[12]][[3]]
NULL

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
NULL

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.942409

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8162283

[[12]][[9]]
NULL

[[12]][[10]]
NULL

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3578394

[[12]][[14]]
NULL

[[12]][[15]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.9298548


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

[[13]][[2]]
NULL

[[13]][[3]]
NULL

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
NULL

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

[[13]][[9]]
NULL

[[13]][[10]]
NULL

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
NULL

[[13]][[15]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


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

[[14]][[2]]
NULL

[[14]][[3]]
NULL

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
NULL

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4332283

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02058159

[[14]][[9]]
NULL

[[14]][[10]]
NULL

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8217889

[[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=0.6061545


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

[[15]][[2]]
NULL

[[15]][[3]]
NULL

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
NULL

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

[[15]][[9]]
NULL

[[15]][[10]]
NULL

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762

[[15]][[14]]
NULL

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from twi_2.4, twi_4.6, mef2_6.8, mef2_10.12, bap_6.8, mef2_2.4, mef2_8.10 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09240004

[[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694

[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551

[[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02058159

[[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

[[12]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

[[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762


ciTests.adjC at n = 1 
$`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=0.1729909

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


$`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=0.1765211

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09240004


$`mef2_2.4 vs class | mef2_6.8`
$`mef2_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287


$`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=0.178551


$`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=0.02058159


$`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=0.06378526


$`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=5.104819e-05


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762



adjC.pvals at n = 1 
           twi_2.4 vs class |             twi_4.6 vs class |            mef2_6.8 vs class |          mef2_10.12 vs class |  
                  5.952646e-01                   5.861789e-01                   1.785510e-01                   1.089762e-01 
    bap_6.8 vs class | twi_4.6   mef2_2.4 vs class | mef2_6.8    mef2_6.8 vs class | twi_2.4    mef2_6.8 vs class | twi_4.6 
                  9.240004e-02                   1.848694e-01                   7.379377e-02                   4.744287e-02 
mef2_6.8 vs class | mef2_10.12   mef2_8.10 vs class | twi_4.6  mef2_10.12 vs class | twi_2.4  mef2_10.12 vs class | twi_4.6 
                  1.785510e-01                   2.058159e-02                   6.378526e-02                   5.104819e-05 
mef2_10.12 vs class | mef2_6.8 
                  1.089762e-01 

adjC.pvals.inx at n = 1 
           twi_2.4 vs class |             twi_4.6 vs class |            mef2_6.8 vs class |          mef2_10.12 vs class |  
                             2                              2                              4                              4 
    bap_6.8 vs class | twi_4.6   mef2_2.4 vs class | mef2_6.8    mef2_6.8 vs class | twi_2.4    mef2_6.8 vs class | twi_4.6 
                             1                              1                              1                              1 
mef2_6.8 vs class | mef2_10.12   mef2_8.10 vs class | twi_4.6  mef2_10.12 vs class | twi_2.4  mef2_10.12 vs class | twi_4.6 
                             1                              1                              1                              1 
mef2_10.12 vs class | mef2_6.8 
                             1 

adjC.pvals (adjusted) at n = 1 
           twi_2.4 vs class |             twi_4.6 vs class |            mef2_6.8 vs class |          mef2_10.12 vs class |  
                  5.952646e-01                   5.861789e-01                   1.785510e-01                   1.089762e-01 
    bap_6.8 vs class | twi_4.6   mef2_2.4 vs class | mef2_6.8    mef2_6.8 vs class | twi_2.4    mef2_6.8 vs class | twi_4.6 
                  9.240004e-02                   1.848694e-01                   7.379377e-02                   4.744287e-02 
mef2_6.8 vs class | mef2_10.12   mef2_8.10 vs class | twi_4.6  mef2_10.12 vs class | twi_2.4  mef2_10.12 vs class | twi_4.6 
                  1.785510e-01                   2.058159e-02                   6.378526e-02                   5.104819e-05 
mef2_10.12 vs class | mef2_6.8 
                  1.089762e-01 

adjC.delete
twi_2.4 vs class |  twi_4.6 vs class |  
                  1                   2 

delete.inx
[1] 7 8

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646



ciTests.adjC.removed
$`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=0.1729909

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


$`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=0.1765211

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09240004


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287


$`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=0.02058159


$`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=0.06378526


$`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=5.104819e-05



Variables left after iteration 1 : mef2_6.8, mef2_10.12, mef2_2.4 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694

[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551

[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3268921


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.7011198


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.872277


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.9548891


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.9945423


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.7769047


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.6464975


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.462862


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3832175


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8867874


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.2390253


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762



adjC.uncond

[1] 13 15

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694

[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551

[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646



adjC
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694


removed.ids
[1] "twi_2.4 vs class | "           "twi_4.6 vs class | "           "bap_6.8 vs class | twi_4.6"    "mef2_6.8 vs class | twi_2.4"  
[5] "mef2_6.8 vs class | twi_4.6"   "mef2_8.10 vs class | twi_4.6"  "mef2_10.12 vs class | twi_2.4" "mef2_10.12 vs class | twi_4.6"

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065


indirect.nodes
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211


joint.nodes
NULL

conditional.nodes
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1848694


direct.inx
  mef2_6.8 mef2_10.12 
        13         15 

indirect.inx
twi_2.4 twi_4.6 
      7       8 

joint.inx
NULL

conditional.inx
mef2_2.4 
      11 

Dsep
$tin_2.4
NULL

$tin_4.6
NULL

$tin_6.8
NULL

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
NULL

$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=0.5207835

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
NULL

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
[1] "twi_4.6 vs class | twi_2.4" "twi_2.4 vs class | twi_4.6"

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

[[2]]
EDGE mef2_6.8[13] -> twi_4.6[8] based on 1 test(s)

[[3]]
EDGE mef2_6.8[13] - mef2_10.12[15] based on 2 test(s)

[[4]]
EDGE mef2_2.4[11] .. mef2_6.8[13] based on 1 test(s)


stats
$setE.pvals
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
0.32689213 0.70111975 0.87227702 0.95488913 0.99454231 0.77690469 0.17299086 0.17652107 0.64649746 0.46286199 0.38321753 0.88678737 0.02910023 
 mef2_8.10 mef2_10.12 
0.23902532 0.01437065 

$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 
        -Inf -0.276197528  0.121561980  0.054447784 -0.009682553 -0.393011193 -0.866942381 -1.115477217 -0.327422851  0.575279947  0.870023213 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
-0.086033440  1.035832106  0.785958948  1.478255493 

$setE.selected
   twi_2.4    twi_4.6   mef2_6.8 mef2_10.12 
         7          8         13         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=0.3268921


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.7011198


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.872277


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.9548891


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.9945423


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.7769047


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.6464975


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.462862


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3832175


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8867874


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.2390253


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

$ciTests[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762



$final.calls
         name            type explained.by explained.pval conditional.type    conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4   no dependence                          NA                                                                              0.32689213
2     tin_4.6   no dependence                          NA                                                                              0.70111975
3     tin_6.8   no dependence                          NA                                                                              0.87227702
4     bin_6.8   no dependence                          NA                                                                              0.95488913
5    bin_8.10   no dependence                          NA                                                                              0.99454231
6   bin_10.12   no dependence                          NA                                                                              0.77690469
7     twi_2.4 strong indirect   mef2_10.12      0.5207835                                                                              0.17299086
8     twi_4.6 strong indirect     mef2_6.8      0.3785078                                                                              0.17652107
9     twi_6.8   no dependence                          NA                                                                              0.64649746
10    bap_6.8   no dependence                          NA                                                                              0.46286199
11   mef2_2.4   no dependence                          NA           direct mef2_2.4:mef2_6.8                                           0.38321753
12   mef2_4.6   no dependence                          NA                                                                              0.88678737
13   mef2_6.8          direct                          NA                                                                              0.02910023
14  mef2_8.10   no dependence                          NA                                                                              0.23902532
15 mef2_10.12          direct                          NA                                                                              0.01437065
         log2FC
1          -Inf
2  -0.276197528
3   0.121561980
4   0.054447784
5  -0.009682553
6  -0.393011193
7  -0.866942381
8  -1.115477217
9  -0.327422851
10  0.575279947
11  0.870023213
12 -0.086033440
13  1.035832106
14  0.785958948
15  1.478255493

