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

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

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


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



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 |  
           0.09500760            0.51998723            0.01470685            0.30297484            0.24291642 

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 

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 |  
           0.09500760            0.51998723            0.01470685            0.30297484            0.24291642 

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

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



Variables left after iteration 1 : 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


[[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


[[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



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



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 | "

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"  "bin_10.12 vs class | mef2_6.8" 
 [5] "mef2_8.10 vs class | tin_6.8"   "tin_6.8 vs class | mef2_8.10"   "mef2_8.10 vs class | bin_10.12" "bin_10.12 vs class | mef2_8.10"
 [9] "mef2_8.10 vs class | mef2_6.8"  "mef2_6.8 vs class | mef2_8.10" 

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)


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[[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[[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                                                                          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                                                                          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

