setE.pvals
    tin_2.4     tin_4.6     tin_6.8     bin_6.8    bin_8.10   bin_10.12     twi_2.4     twi_4.6     twi_6.8     bap_6.8    mef2_2.4    mef2_4.6 
0.387110680 0.891421923 0.011536272 0.070502160 0.062347629 0.031260897 0.001661483 0.166896022 0.802758961 0.054284789 0.339037570 0.875491172 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.045819256 0.026573666 0.070502160 

setE.inx
  tin_6.8 bin_10.12   twi_2.4  mef2_6.8 mef2_8.10 
        3         6         7        13        14 

setE.names
[1] "tin_6.8"   "bin_10.12" "twi_2.4"   "mef2_6.8"  "mef2_8.10"

adjX.p.vals
           tin_2.4 tin_4.6 tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4 twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8    mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
tin_4.6         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
tin_6.8         NA      NA      NA      NA       NA 0.2582777 0.1650125003      NA      NA      NA       NA       NA 3.822798e-09 2.344538e-03
bin_6.8         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
bin_8.10        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
bin_10.12       NA      NA      NA      NA       NA        NA 0.0001042056      NA      NA      NA       NA       NA 5.811904e-01 2.550489e-01
twi_2.4         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA 6.452852e-01 1.392374e-02
twi_4.6         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
twi_6.8         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
bap_6.8         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_2.4        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_4.6        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_6.8        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA 2.478303e-10
mef2_8.10       NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_10.12      NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
           mef2_10.12
tin_2.4            NA
tin_4.6            NA
tin_6.8            NA
bin_6.8            NA
bin_8.10           NA
bin_10.12          NA
twi_2.4            NA
twi_4.6            NA
twi_6.8            NA
bap_6.8            NA
mef2_2.4           NA
mef2_4.6           NA
mef2_6.8           NA
mef2_8.10          NA
mef2_10.12         NA

expC.p.vals
           tin_2.4 tin_4.6 tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4 twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8    mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
tin_4.6         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
tin_6.8         NA      NA      NA      NA       NA 0.4769331 0.2938963078      NA      NA      NA       NA       NA 4.494449e-08 1.796519e-02
bin_6.8         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
bin_8.10        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
bin_10.12       NA      NA      NA      NA       NA        NA 0.0009614549      NA      NA      NA       NA       NA 5.750255e-01 4.793575e-01
twi_2.4         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA 3.762133e-01 5.653039e-02
twi_4.6         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
twi_6.8         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
bap_6.8         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_2.4        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_4.6        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_6.8        NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA 4.292258e-09
mef2_8.10       NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
mef2_10.12      NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA           NA           NA
           mef2_10.12
tin_2.4            NA
tin_4.6            NA
tin_6.8            NA
bin_6.8            NA
bin_8.10           NA
bin_10.12          NA
twi_2.4            NA
twi_4.6            NA
twi_6.8            NA
bap_6.8            NA
mef2_2.4           NA
mef2_4.6           NA
mef2_6.8           NA
mef2_8.10          NA
mef2_10.12         NA

adjX.star.p.vals
           tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4
tin_2.4         NA 5.815592e-25 3.496744e-08 2.495140e-01 2.668629e-01 2.179711e-01 0.0004377607 2.983933e-15 6.294350e-06 7.119548e-05 3.057117e-04
tin_4.6         NA           NA 2.297761e-11 4.439893e-03 8.217102e-01 1.415399e-01 0.0001071477 3.270998e-18 2.243874e-15 7.052153e-08 1.545545e-07
tin_6.8         NA           NA           NA 3.425028e-07 5.256868e-02 2.582777e-01 0.1650125003 9.028626e-06 2.327442e-08 6.930409e-15 5.543854e-06
bin_6.8         NA           NA           NA           NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02 9.103765e-02 8.617435e-08 9.866042e-03
bin_8.10        NA           NA           NA           NA           NA 9.312666e-12 0.0025488840 9.168885e-02 8.968718e-01 1.301072e-03 9.918559e-01
bin_10.12       NA           NA           NA           NA           NA           NA 0.0001042056 4.230128e-02 9.064001e-01 4.383907e-02 6.908275e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 3.957062e-07 4.013702e-02 2.060385e-01 6.081660e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 3.184091e-13 3.443138e-03 1.524946e-04
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 9.810302e-04 1.031011e-04
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 8.992142e-04
mef2_2.4        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_4.6        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_6.8        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_8.10       NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_10.12      NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
               mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    2.616567e-13 2.391350e-04 9.241767e-01 1.249623e-01
tin_4.6    2.819346e-19 1.030426e-07 4.420584e-01 3.672816e-01
tin_6.8    8.406237e-10 3.822798e-09 2.344538e-03 1.028328e-01
bin_6.8    8.806549e-02 3.706018e-03 9.846175e-04 7.723458e-01
bin_8.10   9.168885e-02 7.840508e-01 6.064970e-02 7.392659e-01
bin_10.12  1.101014e-01 5.811904e-01 2.550489e-01 4.324185e-01
twi_2.4    1.473183e-02 6.452852e-01 1.392374e-02 4.093156e-03
twi_4.6    5.613823e-17 1.546044e-04 9.188314e-01 4.754486e-02
twi_6.8    4.302709e-14 5.622007e-13 1.513460e-02 7.281374e-01
bap_6.8    7.171982e-06 1.487301e-06 2.428328e-03 4.556218e-02
mef2_2.4   5.134379e-07 1.078552e-06 3.918919e-03 2.347613e-03
mef2_4.6             NA 1.050653e-14 4.840009e-05 1.667167e-01
mef2_6.8             NA           NA 2.478303e-10 3.706018e-03
mef2_8.10            NA           NA           NA 7.829188e-13
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.p.vals
           tin_2.4 tin_4.6     tin_6.8 bin_6.8 bin_8.10  bin_10.12     twi_2.4 twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6    mef2_6.8  mef2_8.10
tin_2.4         NA      NA 0.630332560      NA       NA 0.49173978 0.055155333      NA      NA      NA       NA       NA 0.909563174 0.71400048
tin_4.6         NA      NA 0.684721770      NA       NA 0.80883496 0.007531726      NA      NA      NA       NA       NA 0.837340310 0.94816524
tin_6.8         NA      NA          NA      NA       NA 0.03994873 0.073514450      NA      NA      NA       NA       NA 0.090440461 0.09500760
bin_6.8         NA      NA 0.075000495      NA       NA 0.48443458 0.447290547      NA      NA      NA       NA       NA 0.113111722 0.38705086
bin_8.10        NA      NA 0.310371480      NA       NA 0.52737229 0.650841336      NA      NA      NA       NA       NA 0.274403357 0.28337286
bin_10.12       NA      NA 0.150167699      NA       NA         NA 0.519987231      NA      NA      NA       NA       NA 0.133773519 0.13970502
twi_2.4         NA      NA 0.006316433      NA       NA 0.01470685          NA      NA      NA      NA       NA       NA 0.003475287 0.00983487
twi_4.6         NA      NA 0.131662646      NA       NA 0.43288286 0.117212141      NA      NA      NA       NA       NA 0.176768509 0.24487383
twi_6.8         NA      NA 0.777516390      NA       NA 0.91249028 0.253754907      NA      NA      NA       NA       NA 0.416331059 0.81770069
bap_6.8         NA      NA 0.192957889      NA       NA 0.19052745 0.191474714      NA      NA      NA       NA       NA 0.193510930 0.30990704
mef2_2.4        NA      NA 0.946366180      NA       NA 0.49641047 0.505476980      NA      NA      NA       NA       NA 0.671492884 0.87719047
mef2_4.6        NA      NA 0.605457366      NA       NA 0.87098811 0.017631879      NA      NA      NA       NA       NA 0.429027071 0.73312490
mef2_6.8        NA      NA 0.233174910      NA       NA 0.09330082 0.090643938      NA      NA      NA       NA       NA          NA 0.30297484
mef2_8.10       NA      NA 0.206821550      NA       NA 0.08501670 0.218398479      NA      NA      NA       NA       NA 0.242916425         NA
mef2_10.12      NA      NA 0.309712577      NA       NA 0.18219278 0.447290547      NA      NA      NA       NA       NA 0.395764082 0.55554688
           mef2_10.12
tin_2.4            NA
tin_4.6            NA
tin_6.8            NA
bin_6.8            NA
bin_8.10           NA
bin_10.12          NA
twi_2.4            NA
twi_4.6            NA
twi_6.8            NA
bap_6.8            NA
mef2_2.4           NA
mef2_4.6           NA
mef2_6.8           NA
mef2_8.10          NA
mef2_10.12         NA

adjX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
[1] 7

[[7]]
[1]  2 12

[[8]]
NULL

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
[1] 7

[[15]]
NULL


condX.inx
[[1]]
NULL

[[2]]
[1] 7

[[3]]
[1] 6

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
[1]  3  6 13 14

[[8]]
NULL

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
[1] 7

[[13]]
NULL

[[14]]
NULL

[[15]]
NULL


setE.cond
 tin_4.6  tin_6.8  twi_2.4 mef2_4.6 
       2        3        7       12 

onlySetE.cond
[1]  2 12

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

[[1]][[2]]
NULL

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6303326

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4917398

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

[[1]][[8]]
NULL

[[1]][[9]]
NULL

[[1]][[10]]
NULL

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.9095632

[[1]][[14]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7140005

[[1]][[15]]
NULL


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

[[2]][[2]]
NULL

[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6847218

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.808835

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[2]][[8]]
NULL

[[2]][[9]]
NULL

[[2]][[10]]
NULL

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8373403

[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.9481652

[[2]][[15]]
NULL


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

[[3]][[2]]
NULL

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[3]][[8]]
NULL

[[3]][[9]]
NULL

[[3]][[10]]
NULL

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

[[3]][[14]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

[[3]][[15]]
NULL


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

[[4]][[2]]
NULL

[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

[[4]][[8]]
NULL

[[4]][[9]]
NULL

[[4]][[10]]
NULL

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

[[4]][[14]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

[[4]][[15]]
NULL


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

[[5]][[2]]
NULL

[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

[[5]][[8]]
NULL

[[5]][[9]]
NULL

[[5]][[10]]
NULL

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

[[5]][[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

[[5]][[15]]
NULL


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

[[6]][[2]]
NULL

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

[[6]][[4]]
NULL

[[6]][[5]]
NULL

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

[[6]][[8]]
NULL

[[6]][[9]]
NULL

[[6]][[10]]
NULL

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

[[6]][[15]]
NULL


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

[[7]][[2]]
NULL

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

[[7]][[7]]
NULL

[[7]][[8]]
NULL

[[7]][[9]]
NULL

[[7]][[10]]
NULL

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

[[7]][[15]]
NULL


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

[[8]][[2]]
NULL

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1316626

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4328829

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1172121

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
NULL

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1767685

[[8]][[14]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2448738

[[8]][[15]]
NULL


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

[[9]][[2]]
NULL

[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.7775164

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9124903

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2537549

[[9]][[8]]
NULL

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4163311

[[9]][[14]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8177007

[[9]][[15]]
NULL


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

[[10]][[2]]
NULL

[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

[[10]][[8]]
NULL

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

[[10]][[14]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

[[10]][[15]]
NULL


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

[[11]][[2]]
NULL

[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.9463662

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4964105

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.505477

[[11]][[8]]
NULL

[[11]][[9]]
NULL

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6714929

[[11]][[14]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8771905

[[11]][[15]]
NULL


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

[[12]][[2]]
NULL

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6054574

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8709881

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

[[12]][[8]]
NULL

[[12]][[9]]
NULL

[[12]][[10]]
NULL

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4290271

[[12]][[14]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7331249

[[12]][[15]]
NULL


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

[[13]][[2]]
NULL

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

[[13]][[8]]
NULL

[[13]][[9]]
NULL

[[13]][[10]]
NULL

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

[[13]][[15]]
NULL


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

[[14]][[2]]
NULL

[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

[[14]][[8]]
NULL

[[14]][[9]]
NULL

[[14]][[10]]
NULL

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[14]][[14]]
NULL

[[14]][[15]]
NULL


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

[[15]][[2]]
NULL

[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

[[15]][[8]]
NULL

[[15]][[9]]
NULL

[[15]][[10]]
NULL

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_6.8, bin_10.12, twi_2.4, mef2_6.8, mef2_8.10, tin_4.6, mef2_4.6 

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

[[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

[[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

[[12]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188


ciTests.adjC at n = 1 
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188



adjC.pvals at n = 1 
         tin_6.8 vs class |         bin_10.12 vs class |           twi_2.4 vs class |          mef2_6.8 vs class |         mef2_8.10 vs class |  
                 0.095007599                  0.519987231                  0.014706848                  0.302974835                  0.242916425 
  tin_4.6 vs class | twi_2.4 tin_6.8 vs class | bin_10.12   twi_2.4 vs class | tin_6.8 twi_2.4 vs class | bin_10.12  twi_2.4 vs class | mef2_6.8 
                 0.007531726                  0.039948727                  0.006316433                  0.014706848                  0.003475287 
twi_2.4 vs class | mef2_8.10  mef2_4.6 vs class | twi_2.4 
                 0.009834870                  0.017631879 

adjC.pvals.inx at n = 1 
         tin_6.8 vs class |         bin_10.12 vs class |           twi_2.4 vs class |          mef2_6.8 vs class |         mef2_8.10 vs class |  
                           5                            3                            3                            5                            5 
  tin_4.6 vs class | twi_2.4 tin_6.8 vs class | bin_10.12   twi_2.4 vs class | tin_6.8 twi_2.4 vs class | bin_10.12  twi_2.4 vs class | mef2_6.8 
                           1                            1                            1                            1                            1 
twi_2.4 vs class | mef2_8.10  mef2_4.6 vs class | twi_2.4 
                           1                            1 

adjC.pvals (adjusted) at n = 1 
         tin_6.8 vs class |         bin_10.12 vs class |           twi_2.4 vs class |          mef2_6.8 vs class |         mef2_8.10 vs class |  
                 0.095007599                  0.519987231                  0.014706848                  0.302974835                  0.242916425 
  tin_4.6 vs class | twi_2.4 tin_6.8 vs class | bin_10.12   twi_2.4 vs class | tin_6.8 twi_2.4 vs class | bin_10.12  twi_2.4 vs class | mef2_6.8 
                 0.007531726                  0.039948727                  0.006316433                  0.014706848                  0.003475287 
twi_2.4 vs class | mef2_8.10  mef2_4.6 vs class | twi_2.4 
                 0.009834870                  0.017631879 

adjC.delete
  tin_6.8 vs class |  bin_10.12 vs class |   mef2_6.8 vs class |  mef2_8.10 vs class |  
                    1                     2                     4                     5 

delete.inx
[1]  3  6 13 14

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[5]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748



ciTests.adjC.removed
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487



Variables left after iteration 1 : twi_2.4, tin_4.6, mef2_4.6 

adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

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

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

adjC at n = 2 
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188


ciTests.adjC at n = 2 
$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

$`mef2_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681



adjC.pvals at n = 2 
        twi_2.4 vs class |   tin_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                 0.01470685                  0.31801164                  0.54806807 

adjC.pvals.inx at n = 2 
        twi_2.4 vs class |   tin_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                          3                           2                           2 

adjC.pvals (adjusted) at n = 2 
        twi_2.4 vs class |   tin_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                 0.01470685                  0.31801164                  0.54806807 

adjC.delete
 tin_4.6 vs class | twi_2.4 mef2_4.6 vs class | twi_2.4 
                          2                           3 

delete.inx
NULL

to.delete
[1] FALSE  TRUE  TRUE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[5]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[6]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116



ciTests.adjC.removed
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

$`mef2_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681



Variables left after iteration 2 : twi_2.4 

adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3871107


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8914219

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.166896


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.802759


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3390376


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8754912

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216



adjC.uncond

[1] 7

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[5]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[6]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[5]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[6]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116



adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


removed.ids
 [1] "tin_6.8 vs class | "          "bin_10.12 vs class | "        "mef2_6.8 vs class | "         "mef2_8.10 vs class | "       
 [5] "tin_6.8 vs class | bin_10.12" "twi_2.4 vs class | tin_6.8"   "twi_2.4 vs class | bin_10.12" "twi_2.4 vs class | mef2_6.8" 
 [9] "twi_2.4 vs class | mef2_8.10" "tin_4.6 vs class | twi_2.4"   "mef2_4.6 vs class | twi_2.4" 

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
twi_2.4 
      7 

indirect.inx
  tin_6.8 bin_10.12  mef2_6.8 mef2_8.10 
        3         6        13        14 

joint.inx
NULL

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
NULL

$tin_6.8
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$twi_2.4
NULL

$twi_4.6
NULL

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$mef2_8.10
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$mef2_10.12
NULL


all.joint.ids
 [1] "mef2_6.8 vs class | tin_6.8"         "tin_6.8 vs class | mef2_6.8"         "mef2_6.8 vs class | bin_10.12"      
 [4] "bin_10.12 vs class | mef2_6.8"       "mef2_8.10 vs class | tin_6.8"        "tin_6.8 vs class | mef2_8.10"       
 [7] "mef2_8.10 vs class | bin_10.12"      "bin_10.12 vs class | mef2_8.10"      "mef2_8.10 vs class | mef2_6.8"      
[10] "mef2_6.8 vs class | mef2_8.10"       "mef2_4.6 vs class | tin_4.6,twi_2.4" "tin_4.6 vs class | mef2_4.6,twi_2.4"

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

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

[[3]]
EDGE twi_2.4[7] -> mef2_6.8[13] based on 1 test(s)

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

[[5]]
EDGE mef2_4.6[12] <-> tin_4.6[2] based on 2 test(s)

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

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


stats
$setE.pvals
    tin_2.4     tin_4.6     tin_6.8     bin_6.8    bin_8.10   bin_10.12     twi_2.4     twi_4.6     twi_6.8     bap_6.8    mef2_2.4    mef2_4.6 
0.387110680 0.891421923 0.011536272 0.070502160 0.062347629 0.031260897 0.001661483 0.166896022 0.802758961 0.054284789 0.339037570 0.875491172 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.045819256 0.026573666 0.070502160 

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

$setE.selected
  tin_6.8 bin_10.12   twi_2.4  mef2_6.8 mef2_8.10 
        3         6         7        13        14 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3871107


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8914219

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$ciTests[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$ciTests[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$ciTests[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$ciTests[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$ciTests[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$ciTests[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$ciTests[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$ciTests[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

$ciTests[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.166896


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.802759


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3390376


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8754912

$ciTests[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$ciTests[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$ciTests[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$ciTests[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$ciTests[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$ciTests[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$ciTests[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$ciTests[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216



$final.calls
         name            type explained.by explained.pval conditional.type   conditional.on conditional.explained  conditional.pval marginal.pval
1     tin_2.4   no dependence                          NA                                                                             0.387110680
2     tin_4.6   no dependence                          NA            joint  tin_4.6:twi_2.4              mef2_4.6 0.318011637434323   0.891421923
3     tin_6.8 strong indirect      twi_2.4     0.07351445                                                                             0.011536272
4     bin_6.8   no dependence                          NA                                                                             0.070502160
5    bin_8.10   no dependence                          NA                                                                             0.062347629
6   bin_10.12 strong indirect      twi_2.4     0.51998723                                                                             0.031260897
7     twi_2.4          direct                          NA                                                                             0.001661483
8     twi_4.6   no dependence                          NA                                                                             0.166896022
9     twi_6.8   no dependence                          NA                                                                             0.802758961
10    bap_6.8   no dependence                          NA                                                                             0.054284789
11   mef2_2.4   no dependence                          NA                                                                             0.339037570
12   mef2_4.6   no dependence                          NA            joint mef2_4.6:twi_2.4               tin_4.6 0.548068068082717   0.875491172
13   mef2_6.8 strong indirect      twi_2.4     0.09064394                                                                             0.045819256
14  mef2_8.10 strong indirect      twi_2.4     0.21839848                                                                             0.026573666
15 mef2_10.12   no dependence                          NA                                                                             0.070502160
        log2FC
1  -0.61022926
2  -0.10665509
3  -2.63259707
4  -2.10208236
5         -Inf
6         -Inf
7   0.86951393
8   0.49899981
9  -0.16042634
10 -2.19519176
11 -1.31066898
12  0.03613379
13 -1.38281876
14 -2.41758418
15 -2.10208236

