setE.pvals
     tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

setE.inx
   tin_2.4    tin_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          4          5          6          7          8         13         14         15 

setE.names
 [1] "tin_2.4"    "tin_4.6"    "bin_6.8"    "bin_8.10"   "bin_10.12"  "twi_2.4"    "twi_4.6"    "mef2_6.8"   "mef2_8.10"  "mef2_10.12"

adjX.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6
tin_2.4         NA 4.722195e-27      NA 0.261256728 2.448431e-01 2.001871e-01 3.153225e-04 3.506834e-16      NA      NA       NA       NA
tin_4.6         NA           NA      NA 0.003282101 7.547704e-01 1.279439e-01 6.577651e-05 4.386055e-19      NA      NA       NA       NA
tin_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bin_6.8         NA           NA      NA          NA 6.039351e-18 9.575743e-13 3.517778e-03 8.746911e-02      NA      NA       NA       NA
bin_8.10        NA           NA      NA          NA           NA 4.429540e-19 2.859653e-03 8.330041e-02      NA      NA       NA       NA
bin_10.12       NA           NA      NA          NA           NA           NA 1.643658e-04 3.938552e-02      NA      NA       NA       NA
twi_2.4         NA           NA      NA          NA           NA           NA           NA 1.590030e-07      NA      NA       NA       NA
twi_4.6         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
twi_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
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       NA
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 8.584892e-01 1.142736e-01
tin_4.6    3.349932e-08 4.738625e-01 3.244411e-01
tin_6.8              NA           NA           NA
bin_6.8    2.666210e-03 4.265919e-04 7.105197e-01
bin_8.10   8.416588e-01 4.908148e-02 7.931125e-01
bin_10.12  5.244012e-01 2.609873e-01 4.559082e-01
twi_2.4    5.876865e-01 1.103000e-02 3.517778e-03
twi_4.6    1.017702e-04 8.582385e-01 4.125031e-02
twi_6.8              NA           NA           NA
bap_6.8              NA           NA           NA
mef2_2.4             NA           NA           NA
mef2_4.6             NA           NA           NA
mef2_6.8             NA 2.155532e-11 2.666210e-03
mef2_8.10            NA           NA 7.633493e-16
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     mef2_6.8
tin_2.4         NA 7.385149e-26      NA 0.259944691 6.415332e-01 3.784282e-01 0.004437383 8.568139e-15      NA      NA       NA       NA 4.153487e-04
tin_4.6         NA           NA      NA 0.002582556 9.736400e-01 5.714808e-01 0.002714994 5.876418e-17      NA      NA       NA       NA 4.511876e-08
tin_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bin_6.8         NA           NA      NA          NA 1.612812e-16 4.047886e-11 0.028539916 1.274456e-01      NA      NA       NA       NA 4.397482e-03
bin_8.10        NA           NA      NA          NA           NA 6.002339e-18 0.022976494 7.911406e-02      NA      NA       NA       NA 2.768330e-01
bin_10.12       NA           NA      NA          NA           NA           NA 0.004470624 1.165309e-02      NA      NA       NA       NA 5.878766e-01
twi_2.4         NA           NA      NA          NA           NA           NA          NA 1.298198e-05      NA      NA       NA       NA 9.783413e-01
twi_4.6         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA 1.501495e-04
twi_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bap_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_2.4        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_4.6        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_6.8        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_8.10       NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_10.12      NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
              mef2_8.10   mef2_10.12
tin_2.4    4.696645e-01 2.909852e-01
tin_4.6    2.252391e-01 6.270445e-01
tin_6.8              NA           NA
bin_6.8    5.596492e-03 3.070300e-01
bin_8.10   2.989411e-02 8.993368e-01
bin_10.12  7.151577e-01 5.634783e-01
twi_2.4    2.116273e-01 2.210636e-01
twi_4.6    4.171150e-01 2.430045e-01
twi_6.8              NA           NA
bap_6.8              NA           NA
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   2.548308e-10 1.191694e-03
mef2_8.10            NA 1.816839e-14
mef2_10.12           NA           NA

Conditioning on sets of 1 variable(s) from tin_2.4, tin_4.6, bin_6.8, bin_8.10, bin_10.12, twi_2.4, twi_4.6, mef2_6.8, mef2_8.10, mef2_10.12 

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

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

[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

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

[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


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=0.1309208

$`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=0.8542569

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


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

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

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

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


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

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


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

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

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

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

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


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

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

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

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


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

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$`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=0.05501102

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

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

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

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


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

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$`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=0.2397335

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

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

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

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_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=0.1411559

$`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=0.1831197

$`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=0.04495567

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

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

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

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

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


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

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

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

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

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

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

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


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

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

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

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

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

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

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



adjC.pvals at n = 1 
   tin_2.4 vs class |     tin_4.6 vs class |     bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     twi_2.4 vs class |  
          8.542569e-01           4.131645e-01           9.075255e-01           7.004984e-01           7.458594e-02           5.739613e-02 
   twi_4.6 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          3.490517e-01           6.393251e-01           6.040486e-03           5.102572e-06 

adjC.pvals.inx at n = 1 
   tin_2.4 vs class |     tin_4.6 vs class |     bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     twi_2.4 vs class |  
                     2                      2                      5                      5                      6                     10 
   twi_4.6 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
                     7                      9                      7                      7 

adjC.pvals (adjusted) at n = 1 
   tin_2.4 vs class |     tin_4.6 vs class |     bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     twi_2.4 vs class |  
          8.542569e-01           4.131645e-01           9.075255e-01           7.004984e-01           7.458594e-02           5.739613e-02 
   twi_4.6 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          3.490517e-01           6.393251e-01           6.040486e-03           5.102572e-06 

adjC.delete
 tin_2.4 vs class |   tin_4.6 vs class |   bin_6.8 vs class |  bin_8.10 vs class |   twi_4.6 vs class |  mef2_6.8 vs class |  
                   1                    2                    3                    4                    7                    8 

delete.inx
[1]  1  2  4  5  8 13

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

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=0.4131645

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


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572



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=0.1309208

$`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=0.8542569

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


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

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

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

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


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

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


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

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

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

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

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


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

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$`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=0.2397335

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

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

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

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_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=0.1411559

$`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=0.1831197

$`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=0.04495567

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

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

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

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

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405



Variables left after iteration 1 : bin_10.12, twi_2.4, mef2_8.10, mef2_10.12 

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

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

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

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

adjC at n = 2 
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


ciTests.adjC at n = 2 
$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

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

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | `[[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | `[[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


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

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$`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=0.05501102

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

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

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

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | `[[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | `[[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


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

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

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

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

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

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

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

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

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

$`mef2_8.10 vs class | `[[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371


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

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

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

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

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

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

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

$`mef2_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

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

$`mef2_10.12 vs class | `[[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



adjC.pvals at n = 2 
 bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          0.1461844256           0.3079544486           0.1653371158           0.0001025592 

adjC.pvals.inx at n = 2 
 bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
                    11                     12                     13                     13 

adjC.pvals (adjusted) at n = 2 
 bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          0.1461844256           0.3079544486           0.1653371158           0.0001025592 

adjC.delete
twi_2.4 vs class |  
                  2 

delete.inx
[1] 7

to.delete
[1] FALSE  TRUE FALSE FALSE

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=0.4131645

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


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572



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=0.1309208

$`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=0.8542569

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


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

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

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

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


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

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


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

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

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

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

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


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

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$`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=0.2397335

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

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

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

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_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=0.1411559

$`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=0.1831197

$`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=0.04495567

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

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

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

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

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


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

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$`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=0.05501102

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

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

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

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | `[[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | `[[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447



Variables left after iteration 2 : bin_10.12, mef2_8.10, mef2_10.12 

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

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

[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

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

ciTests

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

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

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

[[1]][[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


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

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

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

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[2]][[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


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


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

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


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

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

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

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

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


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

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

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

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


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

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

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

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

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[7]][[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


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

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

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

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

[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


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


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


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


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


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

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

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

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

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

[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


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

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

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

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

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

[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

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

[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

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

[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371


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

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

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

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

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

[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

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

[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

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

[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



adjC.uncond

[1]  6 14 15

adjC.filtered

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

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

[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


adjC.before.filtering

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

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

[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


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=0.4131645

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


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572



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=0.4131645

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


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572



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

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

[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


removed.ids
[1] "tin_2.4 vs class | "  "tin_4.6 vs class | "  "bin_6.8 vs class | "  "bin_8.10 vs class | " "twi_4.6 vs class | "  "mef2_6.8 vs class | "
[7] "twi_2.4 vs class | " 

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

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

[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


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

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

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

[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285


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


conditional.nodes
NULL

direct.inx
 bin_10.12  mef2_8.10 mef2_10.12 
         6         14         15 

indirect.inx
 tin_2.4  bin_6.8 bin_8.10  twi_4.6 mef2_6.8  twi_2.4 
       1        4        5        8       13        7 

joint.inx
tin_4.6 
      2 

conditional.inx
NULL

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

$tin_4.6
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$tin_6.8
NULL

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

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

$bin_10.12
NULL

$twi_2.4
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

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

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$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"  "bin_8.10 vs class | bin_6.8" "bin_6.8 vs class | bin_8.10"
[5] "twi_4.6 vs class | tin_4.6"  "tin_4.6 vs class | twi_4.6" 

edges
[[1]]
EDGE mef2_10.12[15] -> tin_2.4[1] based on 1 test(s)

[[2]]
EDGE bin_10.12[6] -> bin_6.8[4] based on 1 test(s)

[[3]]
EDGE bin_10.12[6] -> bin_8.10[5] based on 1 test(s)

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

[[5]]
EDGE mef2_8.10[14] -> mef2_6.8[13] based on 1 test(s)

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

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

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

[[9]]
EDGE twi_4.6[8] <-> tin_4.6[2] based on 2 test(s)

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

[[11]]
EDGE tin_4.6[2] - - bin_10.12[6] 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 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

$setE.log2FC
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
-1.3339007 -2.6988976  0.1016841  0.9735278  1.3885653  1.9328858       -Inf -1.9188632 -0.3598959  0.5729899 -0.9899463  0.1713346  0.6324909 
 mef2_8.10 mef2_10.12 
 1.6463630  2.3665390 

$setE.selected
   tin_2.4    tin_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          4          5          6          7          8         13         14         15 

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

$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=0.8542569

$ciTests[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$ciTests[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$ciTests[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$ciTests[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$ciTests[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$ciTests[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$ciTests[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$ciTests[[1]][[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


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

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

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

$ciTests[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$ciTests[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$ciTests[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$ciTests[[2]][[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


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


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

$ciTests[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$ciTests[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$ciTests[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$ciTests[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$ciTests[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$ciTests[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$ciTests[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$ciTests[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$ciTests[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


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

$ciTests[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$ciTests[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$ciTests[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

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

$ciTests[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$ciTests[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$ciTests[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$ciTests[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

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


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

$ciTests[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$ciTests[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$ciTests[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$ciTests[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

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

$ciTests[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$ciTests[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$ciTests[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$ciTests[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$ciTests[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$ciTests[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$ciTests[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


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

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$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=0.05501102

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

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

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

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$ciTests[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$ciTests[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$ciTests[[7]][[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$ciTests[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


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

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$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=0.2397335

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

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

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

$ciTests[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$ciTests[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$ciTests[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


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


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


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


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


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

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

$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=0.04495567

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$ciTests[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

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

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

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

$ciTests[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$ciTests[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


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

$ciTests[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

$ciTests[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$ciTests[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$ciTests[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

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

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

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

$ciTests[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

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

$ciTests[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

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

$ciTests[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371


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

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$ciTests[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$ciTests[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

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

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

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

$ciTests[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

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

$ciTests[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

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

$ciTests[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



$final.calls
         name            type          explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval
1     tin_2.4 strong indirect            mef2_10.12      0.5972628                                                                       
2     tin_4.6           joint               tin_2.4      0.4131645                                                                       
3     tin_6.8   no dependence                                   NA                                                                       
4     bin_6.8 strong indirect             bin_10.12      0.9075255                                                                       
5    bin_8.10 strong indirect             bin_10.12      0.7004984                                                                       
6   bin_10.12          direct                                   NA                                                                       
7     twi_2.4 strong indirect bin_10.12, mef2_10.12      0.3079544                                                                       
8     twi_4.6 strong indirect            mef2_10.12      0.2838470                                                                       
9     twi_6.8   no dependence                                   NA                                                                       
10    bap_6.8   no dependence                                   NA                                                                       
11   mef2_2.4   no dependence                                   NA                                                                       
12   mef2_4.6   no dependence                                   NA                                                                       
13   mef2_6.8 strong indirect             mef2_8.10      0.6393251                                                                       
14  mef2_8.10          direct                                   NA                                                                       
15 mef2_10.12          direct                                   NA                                                                       
   marginal.pval     log2FC
1   1.309208e-01 -1.3339007
2   1.169569e-02 -2.6988976
3   8.643672e-01  0.1016841
4   8.873430e-02  0.9735278
5   5.731205e-02  1.3885653
6   4.014886e-04  1.9328858
7   5.932850e-03       -Inf
8   1.473022e-02 -1.9188632
9   5.199057e-01 -0.3598959
10  3.559017e-01  0.5729899
11  4.723575e-01 -0.9899463
12  6.944754e-01  0.1713346
13  1.411559e-01  0.6324909
14  7.150445e-05  1.6463630
15  1.380354e-09  2.3665390

