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   mef2_6.8 
0.02855518 0.77863456 0.80325901 0.88517673 0.94209048 0.84138256 0.19903150 0.20096504 0.72182709 0.44204070 0.39078464 0.95851448 0.03736856 
 mef2_8.10 mef2_10.12 
0.24400150 0.02910695 

setE.inx
   tin_2.4    twi_2.4   mef2_6.8 mef2_10.12 
         1          7         13         15 

setE.names
[1] "tin_2.4"    "twi_2.4"    "mef2_6.8"   "mef2_10.12"

adjX.p.vals
           tin_2.4 tin_4.6 tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4 twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6    mef2_6.8 mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA 0.0004377607      NA      NA      NA       NA       NA 0.000239135        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        NA           NA      NA      NA      NA       NA       NA          NA        NA
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           NA      NA      NA      NA       NA       NA          NA        NA
twi_2.4         NA      NA      NA      NA       NA        NA           NA      NA      NA      NA       NA       NA 0.645285226        NA
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        NA
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    0.124962311
tin_4.6             NA
tin_6.8             NA
bin_6.8             NA
bin_8.10            NA
bin_10.12           NA
twi_2.4    0.004093156
twi_4.6             NA
twi_6.8             NA
bap_6.8             NA
mef2_2.4            NA
mef2_4.6            NA
mef2_6.8   0.003706018
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 mef2_10.12
tin_2.4         NA      NA      NA      NA       NA        NA 0.00256949      NA      NA      NA       NA       NA 0.0003827383        NA 0.38956762
tin_4.6         NA      NA      NA      NA       NA        NA         NA      NA      NA      NA       NA       NA           NA        NA         NA
tin_6.8         NA      NA      NA      NA       NA        NA         NA      NA      NA      NA       NA       NA           NA        NA         NA
bin_6.8         NA      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         NA
bin_10.12       NA      NA      NA      NA       NA        NA         NA      NA      NA      NA       NA       NA           NA        NA         NA
twi_2.4         NA      NA      NA      NA       NA        NA         NA      NA      NA      NA       NA       NA 0.7491190725        NA 0.01673603
twi_4.6         NA      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         NA
bap_6.8         NA      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         NA
mef2_4.6        NA      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        NA 0.02808096
mef2_8.10       NA      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         NA

Conditioning on sets of 1 variable(s) from tin_2.4, twi_2.4, mef2_6.8, mef2_10.12 

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.02855518

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1990315

[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.03736856

[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695


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=0.02855518

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.04833075

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1569271


$`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=0.1990315

$`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=0.64387

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.420186

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.55147


$`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=0.03736856

$`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=0.03612555

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08671825

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2109795


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1059586

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08560875

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1499804



adjC.pvals at n = 1 
   tin_2.4 vs class |     twi_2.4 vs class |    mef2_6.8 vs class |  mef2_10.12 vs class |  
             0.3045894              0.6438700              0.2109795              0.1499804 

adjC.pvals.inx at n = 1 
   tin_2.4 vs class |     twi_2.4 vs class |    mef2_6.8 vs class |  mef2_10.12 vs class |  
                     2                      2                      4                      4 

adjC.pvals (adjusted) at n = 1 
   tin_2.4 vs class |     twi_2.4 vs class |    mef2_6.8 vs class |  mef2_10.12 vs class |  
             0.3045894              0.6438700              0.2109795              0.1499804 

adjC.delete
 tin_2.4 vs class |   twi_2.4 vs class |  mef2_6.8 vs class |  
                   1                    2                    3 

delete.inx
[1]  1  7 13

to.delete
[1]  TRUE  TRUE  TRUE FALSE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.64387

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894



ciTests.adjC.removed
$`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=0.02855518

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.04833075

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1569271


$`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=0.1990315

$`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=0.64387

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.420186

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.55147


$`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=0.03736856

$`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=0.03612555

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08671825

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2109795



Variables left after iteration 1 : mef2_10.12 

adjC
[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.02855518

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.04833075

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1569271


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.7786346


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.803259


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.8851767


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.9420905


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8413826


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1990315

[[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=0.64387

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.420186

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.55147


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.200965


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.7218271


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.4420407


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3907846


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.9585145


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.03736856

[[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=0.03612555

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08671825

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2109795


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.2440015


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1059586

[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08560875

[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1499804



adjC.uncond

[1] 15

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.64387

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.64387

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894



adjC
[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695


removed.ids
[1] "tin_2.4 vs class | "  "twi_2.4 vs class | "  "mef2_6.8 vs class | "

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1990315

[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.03736856


joint.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.02855518


conditional.nodes
NULL

direct.inx
mef2_10.12 
        15 

indirect.inx
 twi_2.4 mef2_6.8 
       7       13 

joint.inx
tin_2.4 
      1 

conditional.inx
NULL

Dsep
$tin_2.4
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894

$tin_4.6
NULL

$tin_6.8
NULL

$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_10.12[15], reliable=TRUE, p.value=0.55147

$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=mef2_10.12[15], reliable=TRUE, p.value=0.2109795

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
[1] "twi_2.4 vs class | tin_2.4" "tin_2.4 vs class | twi_2.4"

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

[[2]]
EDGE mef2_10.12[15] -> mef2_6.8[13] based on 1 test(s)

[[3]]
EDGE twi_2.4[7] <-> tin_2.4[1] based on 2 test(s)

[[4]]
EDGE tin_2.4[1] - - mef2_10.12[15] 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   mef2_4.6   mef2_6.8 
0.02855518 0.77863456 0.80325901 0.88517673 0.94209048 0.84138256 0.19903150 0.20096504 0.72182709 0.44204070 0.39078464 0.95851448 0.03736856 
 mef2_8.10 mef2_10.12 
0.24400150 0.02910695 

$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 
        -Inf -0.276197528  0.121561980  0.054447784 -0.009682553 -0.393011193 -0.866942381 -1.115477217 -0.327422851  0.575279947  0.870023213 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
-0.086033440  1.035832106  0.785958948  1.478255493 

$setE.selected
   tin_2.4    twi_2.4   mef2_6.8 mef2_10.12 
         1          7         13         15 

$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=0.02855518

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3045894

$ciTests[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.04833075

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1569271


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.7786346


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.803259


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.8851767


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.9420905


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8413826


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1990315

$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=0.64387

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.420186

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.55147


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.200965


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.7218271


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.4420407


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3907846


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.9585145


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.03736856

$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=0.03612555

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08671825

$ciTests[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2109795


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.2440015


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.02910695

$ciTests[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1059586

$ciTests[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08560875

$ciTests[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1499804



$final.calls
         name            type explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4           joint      twi_2.4      0.3045894                                                                           0.02855518
2     tin_4.6   no dependence                          NA                                                                           0.77863456
3     tin_6.8   no dependence                          NA                                                                           0.80325901
4     bin_6.8   no dependence                          NA                                                                           0.88517673
5    bin_8.10   no dependence                          NA                                                                           0.94209048
6   bin_10.12   no dependence                          NA                                                                           0.84138256
7     twi_2.4 strong indirect   mef2_10.12      0.5514700                                                                           0.19903150
8     twi_4.6   no dependence                          NA                                                                           0.20096504
9     twi_6.8   no dependence                          NA                                                                           0.72182709
10    bap_6.8   no dependence                          NA                                                                           0.44204070
11   mef2_2.4   no dependence                          NA                                                                           0.39078464
12   mef2_4.6   no dependence                          NA                                                                           0.95851448
13   mef2_6.8 strong indirect   mef2_10.12      0.2109795                                                                           0.03736856
14  mef2_8.10   no dependence                          NA                                                                           0.24400150
15 mef2_10.12          direct                          NA                                                                           0.02910695
         log2FC
1          -Inf
2  -0.276197528
3   0.121561980
4   0.054447784
5  -0.009682553
6  -0.393011193
7  -0.866942381
8  -1.115477217
9  -0.327422851
10  0.575279947
11  0.870023213
12 -0.086033440
13  1.035832106
14  0.785958948
15  1.478255493

