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 
0.32689213 0.70111975 0.87227702 0.95488913 0.99454231 0.77690469 0.17299086 0.17652107 0.64649746 0.46286199 0.38321753 0.88678737 0.02910023 
 mef2_8.10 mef2_10.12 
0.23902532 0.01437065 

setE.inx
   twi_2.4    twi_4.6   mef2_6.8 mef2_10.12 
         7          8         13         15 

setE.names
[1] "twi_2.4"    "twi_4.6"    "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      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        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 1.59003e-07      NA      NA       NA       NA 0.5876865060        NA
twi_4.6         NA      NA      NA      NA       NA        NA      NA          NA      NA      NA       NA       NA 0.0001017702        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             NA
tin_4.6             NA
tin_6.8             NA
bin_6.8             NA
bin_8.10            NA
bin_10.12           NA
twi_2.4    0.003517778
twi_4.6    0.041250311
twi_6.8             NA
bap_6.8             NA
mef2_2.4            NA
mef2_4.6            NA
mef2_6.8   0.002666210
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        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 1.620127e-06      NA      NA       NA       NA 0.7014343883        NA
twi_4.6         NA      NA      NA      NA       NA        NA      NA           NA      NA      NA       NA       NA 0.0002694862        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            NA
tin_4.6            NA
tin_6.8            NA
bin_6.8            NA
bin_8.10           NA
bin_10.12          NA
twi_2.4    0.01872096
twi_4.6    0.01648715
twi_6.8            NA
bap_6.8            NA
mef2_2.4           NA
mef2_4.6           NA
mef2_6.8   0.02058089
mef2_8.10          NA
mef2_10.12         NA

Conditioning on sets of 1 variable(s) from twi_2.4, twi_4.6, mef2_6.8, mef2_10.12 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065


ciTests.adjC at n = 1 
$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762



adjC.pvals at n = 1 
   twi_2.4 vs class |     twi_4.6 vs class |    mef2_6.8 vs class |  mef2_10.12 vs class |  
             0.5952646              0.5861789              0.1785510              0.1089762 

adjC.pvals.inx at n = 1 
   twi_2.4 vs class |     twi_4.6 vs class |    mef2_6.8 vs class |  mef2_10.12 vs class |  
                     2                      2                      4                      4 

adjC.pvals (adjusted) at n = 1 
   twi_2.4 vs class |     twi_4.6 vs class |    mef2_6.8 vs class |  mef2_10.12 vs class |  
             0.5952646              0.5861789              0.1785510              0.1089762 

adjC.delete
twi_2.4 vs class |  twi_4.6 vs class |  
                  1                   2 

delete.inx
[1] 7 8

to.delete
[1]  TRUE  TRUE FALSE FALSE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646



ciTests.adjC.removed
$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827



Variables left after iteration 1 : mef2_6.8, mef2_10.12 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3268921


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.7011198


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.872277


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.9548891


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.9945423


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.7769047


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.6464975


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.462862


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3832175


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8867874


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.2390253


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762



adjC.uncond

[1] 13 15

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646



adjC
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065


removed.ids
[1] "twi_2.4 vs class | " "twi_4.6 vs class | "

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065


indirect.nodes
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
  mef2_6.8 mef2_10.12 
        13         15 

indirect.inx
twi_2.4 twi_4.6 
      7       8 

joint.inx
NULL

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$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 x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
NULL

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
[1] "twi_4.6 vs class | twi_2.4" "twi_2.4 vs class | twi_4.6"

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

[[2]]
EDGE mef2_6.8[13] -> twi_4.6[8] based on 1 test(s)

[[3]]
EDGE mef2_6.8[13] - 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 
0.32689213 0.70111975 0.87227702 0.95488913 0.99454231 0.77690469 0.17299086 0.17652107 0.64649746 0.46286199 0.38321753 0.88678737 0.02910023 
 mef2_8.10 mef2_10.12 
0.23902532 0.01437065 

$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
   twi_2.4    twi_4.6   mef2_6.8 mef2_10.12 
         7          8         13         15 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3268921


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.7011198


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.872277


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.9548891


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.9945423


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.7769047


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1729909

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5952646

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3441302

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5207835


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1765211

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5861789

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3785078

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.210827


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.6464975


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.462862


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3832175


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8867874


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.02910023

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07379377

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04744287

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.178551


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.2390253


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.01437065

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06378526

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.104819e-05

$ciTests[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1089762



$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                                                                           0.32689213
2     tin_4.6   no dependence                          NA                                                                           0.70111975
3     tin_6.8   no dependence                          NA                                                                           0.87227702
4     bin_6.8   no dependence                          NA                                                                           0.95488913
5    bin_8.10   no dependence                          NA                                                                           0.99454231
6   bin_10.12   no dependence                          NA                                                                           0.77690469
7     twi_2.4 strong indirect   mef2_10.12      0.5207835                                                                           0.17299086
8     twi_4.6 strong indirect     mef2_6.8      0.3785078                                                                           0.17652107
9     twi_6.8   no dependence                          NA                                                                           0.64649746
10    bap_6.8   no dependence                          NA                                                                           0.46286199
11   mef2_2.4   no dependence                          NA                                                                           0.38321753
12   mef2_4.6   no dependence                          NA                                                                           0.88678737
13   mef2_6.8          direct                          NA                                                                           0.02910023
14  mef2_8.10   no dependence                          NA                                                                           0.23902532
15 mef2_10.12          direct                          NA                                                                           0.01437065
         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

