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 
3.982638e-05 6.679075e-04 8.506317e-02 5.271533e-01 7.758760e-01 9.102208e-01 1.166092e-01 2.681286e-02 1.063849e-02 6.951627e-01 4.237280e-07 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
2.543999e-04 5.483330e-02 7.630993e-01 5.271533e-01 

setE.inx
 tin_2.4  tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_2.4 mef2_4.6 mef2_6.8 
       1        2        3        7        8        9       11       12       13 

setE.names
[1] "tin_2.4"  "tin_4.6"  "tin_6.8"  "twi_2.4"  "twi_4.6"  "twi_6.8"  "mef2_2.4" "mef2_4.6" "mef2_6.8"

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
tin_2.4         NA 4.722195e-27 4.227150e-09      NA       NA        NA 3.153225e-04 3.506834e-16 2.658714e-06      NA 8.435504e-05 3.767488e-14
tin_4.6         NA           NA 2.044408e-12      NA       NA        NA 6.577651e-05 4.386055e-19 2.061733e-16      NA 1.824998e-08 3.665692e-20
tin_6.8         NA           NA           NA      NA       NA        NA 1.389042e-01 4.484253e-06 5.135034e-09      NA 4.554100e-07 1.968487e-10
bin_6.8         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
bin_10.12       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
twi_2.4         NA           NA           NA      NA       NA        NA           NA 1.590030e-07 3.537683e-02      NA 5.063323e-03 1.126512e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 6.327883e-14      NA 7.645539e-05 1.159082e-17
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 3.828676e-05 7.912210e-15
bap_6.8         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 1.566639e-07
mef2_4.6        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
mef2_8.10       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
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    1.440172e-04        NA         NA
tin_4.6    3.349932e-08        NA         NA
tin_6.8    6.012202e-10        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    5.876865e-01        NA         NA
twi_4.6    1.017702e-04        NA         NA
twi_6.8    7.166139e-14        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   1.640481e-07        NA         NA
mef2_4.6   1.705633e-15        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10            NA        NA         NA
mef2_10.12           NA        NA         NA

expC.p.vals
           tin_2.4      tin_4.6      tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4      twi_4.6      twi_6.8 bap_6.8     mef2_2.4     mef2_4.6
tin_2.4         NA 3.724692e-24 1.749024e-07      NA       NA        NA 0.0016480189 3.267355e-14 7.188755e-05      NA 1.527851e-02 1.127326e-11
tin_4.6         NA           NA 9.043825e-11      NA       NA        NA 0.0003695988 3.763195e-17 2.225319e-14      NA 7.259933e-06 9.520318e-18
tin_6.8         NA           NA           NA      NA       NA        NA 0.1834767690 4.987702e-05 1.573643e-07      NA 1.234181e-05 5.832368e-09
bin_6.8         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
bin_10.12       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
twi_2.4         NA           NA           NA      NA       NA        NA           NA 1.494406e-06 8.043410e-02      NA 4.603615e-02 4.888208e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 2.377478e-12      NA 2.237639e-03 9.182934e-16
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 1.833193e-03 8.018637e-13
bap_6.8         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 3.903343e-05
mef2_4.6        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
mef2_8.10       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
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    2.141358e-03        NA         NA
tin_4.6    6.352326e-07        NA         NA
tin_6.8    1.014763e-08        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    7.259863e-01        NA         NA
twi_4.6    5.187019e-04        NA         NA
twi_6.8    1.951135e-12        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   6.876337e-06        NA         NA
mef2_4.6   8.455454e-14        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10            NA        NA         NA
mef2_10.12           NA        NA         NA

Conditioning on sets of 1 variable(s) from tin_2.4, tin_4.6, tin_6.8, twi_2.4, twi_4.6, twi_6.8, mef2_2.4, mef2_4.6, mef2_6.8 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

[[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$`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=0.0006679075

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


$`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=0.1166092

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


$`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=0.02681286

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$`mef2_2.4 vs class | `
$`mef2_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

$`mef2_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

$`mef2_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

$`mef2_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

$`mef2_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

$`mef2_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

$`mef2_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

$`mef2_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

$`mef2_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

$`mef2_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

$`mef2_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

$`mef2_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$`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=0.0548333

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806



adjC.pvals at n = 1 
 tin_2.4 vs class |   tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_2.4 vs class |  
          0.38278015           0.73171274           0.92711900           0.70382020           0.82193282           0.57000216           0.01016325 
mef2_4.6 vs class |  mef2_6.8 vs class |  
          0.34585580           0.92708058 

adjC.pvals.inx at n = 1 
 tin_2.4 vs class |   tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_2.4 vs class |  
                   2                    2                    7                    7                    8                    8                    8 
mef2_4.6 vs class |  mef2_6.8 vs class |  
                   2                    9 

adjC.pvals (adjusted) at n = 1 
 tin_2.4 vs class |   tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_2.4 vs class |  
          0.38278015           0.73171274           0.92711900           0.70382020           0.82193282           0.57000216           0.01016325 
mef2_4.6 vs class |  mef2_6.8 vs class |  
          0.34585580           0.92708058 

adjC.delete
 tin_2.4 vs class |   tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_4.6 vs class |  
                   1                    2                    3                    4                    5                    6                    8 
mef2_6.8 vs class |  
                   9 

delete.inx
[1]  1  2  3  7  8  9 12 13

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802


[[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=0.6410426

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[5]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[6]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[7]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$`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=0.0006679075

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


$`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=0.1166092

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


$`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=0.02681286

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

$`mef2_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

$`mef2_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

$`mef2_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$`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=0.0548333

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806



Variables left after iteration 1 : mef2_2.4 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

[[3]][[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.775876


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.9102208


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

[[9]][[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.6951627


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

[[11]][[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

[[11]][[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

[[12]][[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.7630993


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533



adjC.uncond

[1] 11

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802


[[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=0.6410426

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[5]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[6]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[7]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802


[[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=0.6410426

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[5]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[6]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[7]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927



adjC
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07


removed.ids
[1] "tin_2.4 vs class | "  "tin_4.6 vs class | "  "tin_6.8 vs class | "  "twi_2.4 vs class | "  "twi_4.6 vs class | "  "twi_6.8 vs class | " 
[7] "mef2_4.6 vs class | " "mef2_6.8 vs class | "

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333


joint.nodes
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05


conditional.nodes
NULL

direct.inx
mef2_2.4 
      11 

indirect.inx
 tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_4.6 mef2_6.8 
       2        3        7        8        9       12       13 

joint.inx
tin_2.4 
      1 

conditional.inx
NULL

Dsep
$tin_2.4
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$tin_4.6
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$tin_6.8
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$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_2.4[11], reliable=TRUE, p.value=0.7038202

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$twi_6.8
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$mef2_6.8
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
 [1] "tin_4.6 vs class | tin_2.4"  "tin_2.4 vs class | tin_4.6"  "twi_4.6 vs class | tin_4.6"  "tin_4.6 vs class | twi_4.6" 
 [5] "twi_6.8 vs class | tin_4.6"  "tin_4.6 vs class | twi_6.8"  "twi_6.8 vs class | tin_6.8"  "tin_6.8 vs class | twi_6.8" 
 [9] "twi_6.8 vs class | twi_4.6"  "twi_4.6 vs class | twi_6.8"  "mef2_4.6 vs class | tin_4.6" "tin_4.6 vs class | mef2_4.6"
[13] "mef2_6.8 vs class | tin_6.8" "tin_6.8 vs class | mef2_6.8"

edges
[[1]]
EDGE mef2_2.4[11] -> tin_4.6[2] based on 1 test(s)

[[2]]
EDGE mef2_2.4[11] -> tin_6.8[3] based on 1 test(s)

[[3]]
EDGE mef2_2.4[11] -> twi_2.4[7] based on 1 test(s)

[[4]]
EDGE mef2_2.4[11] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE mef2_2.4[11] -> twi_6.8[9] based on 1 test(s)

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

[[7]]
EDGE mef2_2.4[11] -> mef2_6.8[13] based on 1 test(s)

[[8]]
EDGE tin_4.6[2] <-> tin_2.4[1] based on 2 test(s)

[[9]]
EDGE tin_2.4[1] - mef2_2.4[11] based on 2 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 
3.982638e-05 6.679075e-04 8.506317e-02 5.271533e-01 7.758760e-01 9.102208e-01 1.166092e-01 2.681286e-02 1.063849e-02 6.951627e-01 4.237280e-07 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
2.543999e-04 5.483330e-02 7.630993e-01 5.271533e-01 

$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 
 1.9403123  1.5672688  1.1094984  0.6042631       -Inf  0.1568041  0.7179198  1.0788016  1.2736177 -0.5212678  2.9261912  1.5245359  1.0636947 
 mef2_8.10 mef2_10.12 
 0.2823350  0.6042631 

$setE.selected
 tin_2.4  tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_2.4 mef2_4.6 mef2_6.8 
       1        2        3        7        8        9       11       12       13 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

$ciTests[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$ciTests[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

$ciTests[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

$ciTests[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

$ciTests[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

$ciTests[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

$ciTests[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

$ciTests[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

$ciTests[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

$ciTests[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$ciTests[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

$ciTests[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

$ciTests[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

$ciTests[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

$ciTests[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

$ciTests[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

$ciTests[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

$ciTests[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$ciTests[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

$ciTests[[3]][[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.775876


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.9102208


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

$ciTests[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

$ciTests[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$ciTests[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

$ciTests[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

$ciTests[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

$ciTests[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

$ciTests[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

$ciTests[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

$ciTests[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

$ciTests[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$ciTests[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

$ciTests[[9]][[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.6951627


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

$ciTests[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

$ciTests[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

$ciTests[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

$ciTests[[11]][[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

$ciTests[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

$ciTests[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

$ciTests[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

$ciTests[[11]][[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

$ciTests[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$ciTests[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

$ciTests[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

$ciTests[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

$ciTests[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

$ciTests[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

$ciTests[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

$ciTests[[12]][[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

$ciTests[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

$ciTests[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

$ciTests[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

$ciTests[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$ciTests[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.7630993


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533



$final.calls
         name            type explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4           joint      tin_4.6      0.3827802                                                                         3.982638e-05
2     tin_4.6 strong indirect     mef2_2.4      0.2913759                                                                         6.679075e-04
3     tin_6.8 strong indirect     mef2_2.4      0.9271190                                                                         8.506317e-02
4     bin_6.8   no dependence                          NA                                                                         5.271533e-01
5    bin_8.10   no dependence                          NA                                                                         7.758760e-01
6   bin_10.12   no dependence                          NA                                                                         9.102208e-01
7     twi_2.4 strong indirect     mef2_2.4      0.7038202                                                                         1.166092e-01
8     twi_4.6 strong indirect     mef2_2.4      0.5149501                                                                         2.681286e-02
9     twi_6.8 strong indirect     mef2_2.4      0.4151582                                                                         1.063849e-02
10    bap_6.8   no dependence                          NA                                                                         6.951627e-01
11   mef2_2.4          direct                          NA                                                                         4.237280e-07
12   mef2_4.6   weak indirect      tin_2.4      0.3458558                                                                         2.543999e-04
13   mef2_6.8 strong indirect     mef2_2.4      0.8696632                                                                         5.483330e-02
14  mef2_8.10   no dependence                          NA                                                                         7.630993e-01
15 mef2_10.12   no dependence                          NA                                                                         5.271533e-01
       log2FC
1   1.9403123
2   1.5672688
3   1.1094984
4   0.6042631
5        -Inf
6   0.1568041
7   0.7179198
8   1.0788016
9   1.2736177
10 -0.5212678
11  2.9261912
12  1.5245359
13  1.0636947
14  0.2823350
15  0.6042631

