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 
0.0002889108 0.0016400129 0.1031981021 0.4991425430 0.3304942891 0.8443623123 0.1275657858 0.0341250654 0.0164070436 0.7725724801 0.0002147340 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.0004742301 0.0668119078 0.6990408703 0.4991425430 

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

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

adjX.p.vals
           tin_2.4      tin_4.6      tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4      twi_4.6      twi_6.8 bap_6.8     mef2_2.4     mef2_4.6
tin_2.4         NA 5.815592e-25 3.496744e-08      NA       NA        NA 0.0004377607 2.983933e-15 6.294350e-06      NA 3.057117e-04 2.616567e-13
tin_4.6         NA           NA 2.297761e-11      NA       NA        NA 0.0001071477 3.270998e-18 2.243874e-15      NA 1.545545e-07 2.819346e-19
tin_6.8         NA           NA           NA      NA       NA        NA 0.1650125003 9.028626e-06 2.327442e-08      NA 5.543854e-06 8.406237e-10
bin_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_8.10        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_10.12       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
twi_2.4         NA           NA           NA      NA       NA        NA           NA 3.957062e-07 4.013702e-02      NA 6.081660e-03 1.473183e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 3.184091e-13      NA 1.524946e-04 5.613823e-17
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 1.031011e-04 4.302709e-14
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 5.134379e-07
mef2_4.6        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_6.8        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_8.10       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_10.12      NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    2.391350e-04        NA         NA
tin_4.6    1.030426e-07        NA         NA
tin_6.8    3.822798e-09        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    6.452852e-01        NA         NA
twi_4.6    1.546044e-04        NA         NA
twi_6.8    5.622007e-13        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   1.078552e-06        NA         NA
mef2_4.6   1.050653e-14        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10            NA        NA         NA
mef2_10.12           NA        NA         NA

expC.p.vals
           tin_2.4      tin_4.6      tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4      twi_4.6      twi_6.8 bap_6.8     mef2_2.4     mef2_4.6
tin_2.4         NA 2.529384e-22 7.919695e-07      NA       NA        NA 0.0015462517 1.592471e-13 9.001361e-05      NA 1.283995e-02 7.844204e-11
tin_4.6         NA           NA 6.314506e-10      NA       NA        NA 0.0003920846 1.658535e-16 1.379962e-13      NA 1.972083e-05 8.605804e-17
tin_6.8         NA           NA           NA      NA       NA        NA 0.1928539982 9.461892e-05 2.965720e-07      NA 1.130472e-04 2.126250e-08
bin_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_8.10        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_10.12       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
twi_2.4         NA           NA           NA      NA       NA        NA           NA 5.151590e-07 1.023150e-01      NA 5.223709e-02 5.435600e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 1.034476e-11      NA 3.795376e-03 3.143296e-15
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 1.097825e-03 3.280284e-12
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 8.421741e-05
mef2_4.6        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_6.8        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_8.10       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_10.12      NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    3.343382e-03        NA         NA
tin_4.6    1.784306e-06        NA         NA
tin_6.8    6.057679e-08        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    7.595988e-01        NA         NA
twi_4.6    7.588700e-04        NA         NA
twi_6.8    1.396337e-11        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   3.153375e-05        NA         NA
mef2_4.6   4.052532e-13        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10            NA        NA         NA
mef2_10.12           NA        NA         NA

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

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004608563

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$`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=0.1031981

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


$`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=0.1275658

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$`mef2_2.4 vs class | `
$`mef2_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

$`mef2_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

$`mef2_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

$`mef2_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

$`mef2_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

$`mef2_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

$`mef2_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

$`mef2_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

$`mef2_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$`mef2_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$`mef2_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

$`mef2_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


$`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=0.06681191

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258



adjC.pvals at n = 1 
 tin_2.4 vs class |   tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_2.4 vs class |  
          0.05770379           0.28846473           0.90535923           0.72806592           0.86884675           0.59798739           0.02259559 
mef2_4.6 vs class |  mef2_6.8 vs class |  
          0.09328061           0.93502576 

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

adjC.pvals (adjusted) at n = 1 
 tin_2.4 vs class |   tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_2.4 vs class |  
          0.05770379           0.28846473           0.90535923           0.72806592           0.86884675           0.59798739           0.02259559 
mef2_4.6 vs class |  mef2_6.8 vs class |  
          0.09328061           0.93502576 

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

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

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[2]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349



ciTests.adjC.removed
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$`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=0.1031981

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


$`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=0.1275658

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$`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=0.06681191

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258



Variables left after iteration 1 : tin_2.4, mef2_2.4, mef2_4.6 

adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

[[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=0.004608563

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[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=0.02528321

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.3304943


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8443623


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

[[9]][[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.7725725


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[11]][[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.6990409


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425



adjC.uncond

[1]  1 11 12

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[2]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[2]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349



adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301


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

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
 tin_2.4 mef2_2.4 mef2_4.6 
       1       11       12 

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

joint.inx
NULL

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$tin_6.8
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
NULL

$twi_2.4
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$twi_4.6
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$twi_6.8
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$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=mef2_4.6[12], reliable=TRUE, p.value=0.9350258

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
[1] "twi_4.6 vs class | tin_6.8"  "tin_6.8 vs class | twi_4.6"  "twi_6.8 vs class | twi_4.6"  "twi_4.6 vs class | twi_6.8" 
[5] "mef2_6.8 vs class | tin_6.8" "tin_6.8 vs class | mef2_6.8"

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

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

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

[[4]]
EDGE mef2_4.6[12] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE mef2_4.6[12] -> twi_6.8[9] based on 1 test(s)

[[6]]
EDGE mef2_4.6[12] -> mef2_6.8[13] based on 1 test(s)

[[7]]
EDGE tin_2.4[1] - mef2_2.4[11] based on 2 test(s)

[[8]]
EDGE tin_2.4[1] - mef2_4.6[12] based on 2 test(s)

[[9]]
EDGE mef2_2.4[11] - mef2_4.6[12] 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 
0.0002889108 0.0016400129 0.1031981021 0.4991425430 0.3304942891 0.8443623123 0.1275657858 0.0341250654 0.0164070436 0.7725724801 0.0002147340 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.0004742301 0.0668119078 0.6990408703 0.4991425430 

$setE.log2FC
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
 1.9403123  1.5672688  1.1094984  0.6042631       -Inf  0.1568041  0.7179198  1.0788016  1.2736177 -0.5212678  2.9261912  1.5245359  1.0636947 
 mef2_8.10 mef2_10.12 
 0.2823350  0.6042631 

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

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$ciTests[[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=0.004608563

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

$ciTests[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$ciTests[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$ciTests[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$ciTests[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

$ciTests[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$ciTests[[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=0.02528321

$ciTests[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

$ciTests[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$ciTests[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$ciTests[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$ciTests[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

$ciTests[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

$ciTests[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

$ciTests[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

$ciTests[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

$ciTests[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

$ciTests[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

$ciTests[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$ciTests[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

$ciTests[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.3304943


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8443623


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

$ciTests[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

$ciTests[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

$ciTests[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$ciTests[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

$ciTests[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$ciTests[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$ciTests[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$ciTests[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

$ciTests[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

$ciTests[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$ciTests[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$ciTests[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$ciTests[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$ciTests[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$ciTests[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$ciTests[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

$ciTests[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

$ciTests[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$ciTests[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$ciTests[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$ciTests[[9]][[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.7725725


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

$ciTests[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

$ciTests[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

$ciTests[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

$ciTests[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

$ciTests[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

$ciTests[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

$ciTests[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

$ciTests[[11]][[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$ciTests[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$ciTests[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$ciTests[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

$ciTests[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

$ciTests[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$ciTests[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$ciTests[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

$ciTests[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191

$ciTests[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

$ciTests[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

$ciTests[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

$ciTests[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

$ciTests[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

$ciTests[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

$ciTests[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.6990409


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425



$final.calls
         name            type explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4          direct                          NA                                                                         0.0002889108
2     tin_4.6 strong indirect      tin_2.4      0.2884647                                                                         0.0016400129
3     tin_6.8 strong indirect     mef2_2.4      0.9053592                                                                         0.1031981021
4     bin_6.8   no dependence                          NA                                                                         0.4991425430
5    bin_8.10   no dependence                          NA                                                                         0.3304942891
6   bin_10.12   no dependence                          NA                                                                         0.8443623123
7     twi_2.4 strong indirect     mef2_2.4      0.7280659                                                                         0.1275657858
8     twi_4.6 strong indirect     mef2_4.6      0.8688467                                                                         0.0341250654
9     twi_6.8 strong indirect     mef2_4.6      0.5979874                                                                         0.0164070436
10    bap_6.8   no dependence                          NA                                                                         0.7725724801
11   mef2_2.4          direct                          NA                                                                         0.0002147340
12   mef2_4.6          direct                          NA                                                                         0.0004742301
13   mef2_6.8 strong indirect     mef2_4.6      0.9350258                                                                         0.0668119078
14  mef2_8.10   no dependence                          NA                                                                         0.6990408703
15 mef2_10.12   no dependence                          NA                                                                         0.4991425430
       log2FC
1   1.9403123
2   1.5672688
3   1.1094984
4   0.6042631
5        -Inf
6   0.1568041
7   0.7179198
8   1.0788016
9   1.2736177
10 -0.5212678
11  2.9261912
12  1.5245359
13  1.0636947
14  0.2823350
15  0.6042631

