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 
0.349368596 0.825415533 0.019470550 0.088475534 0.531471550 0.443884912 0.001317801 0.168622812 0.737900925 0.071192004 0.334302903 0.930401375 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.046800909 0.039265949 0.088475534 

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

setE.names
[1] "tin_6.8"   "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        NA 0.1389042      NA      NA      NA       NA       NA 6.012202e-10 1.498770e-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        NA      NA      NA      NA       NA       NA           NA           NA
twi_2.4         NA      NA      NA      NA       NA        NA        NA      NA      NA      NA       NA       NA 5.876865e-01 1.103000e-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 2.155532e-11
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        NA 0.2808803      NA      NA      NA       NA       NA 2.720714e-09 1.548555e-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        NA      NA      NA      NA       NA       NA           NA           NA
twi_2.4         NA      NA      NA      NA       NA        NA        NA      NA      NA      NA       NA       NA 3.274237e-01 5.449805e-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 6.472674e-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

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

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595


ciTests.adjC at n = 1 
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


$`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=0.001317801

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

$`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=0.002643406

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347


$`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=0.04680091

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343



adjC.pvals at n = 1 
  tin_6.8 vs class |    twi_2.4 vs class |   mef2_6.8 vs class |  mef2_8.10 vs class |  
          0.608198336           0.008372347           0.324537345           0.531914665 

adjC.pvals.inx at n = 1 
  tin_6.8 vs class |    twi_2.4 vs class |   mef2_6.8 vs class |  mef2_8.10 vs class |  
                    3                     4                     4                     3 

adjC.pvals (adjusted) at n = 1 
  tin_6.8 vs class |    twi_2.4 vs class |   mef2_6.8 vs class |  mef2_8.10 vs class |  
          0.608198336           0.008372347           0.324537345           0.531914665 

adjC.delete
  tin_6.8 vs class |   mef2_6.8 vs class |  mef2_8.10 vs class |  
                    1                     3                     4 

delete.inx
[1]  3 13 14

to.delete
[1]  TRUE FALSE  TRUE  TRUE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[3]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373



ciTests.adjC.removed
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


$`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=0.04680091

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343



Variables left after iteration 1 : twi_2.4 

adjC
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3493686


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8254155


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.5314716


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.4438849


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.002643406

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1686228


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.7379009


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3343029


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.9304014


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553



adjC.uncond

[1] 7

adjC.filtered

[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[3]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

[[1]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

[[2]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343

[[3]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373



adjC
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


removed.ids
[1] "tin_6.8 vs class | "   "mef2_6.8 vs class | "  "mef2_8.10 vs class | "

direct.nodes
[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
twi_2.4 
      7 

indirect.inx
  tin_6.8  mef2_6.8 mef2_8.10 
        3        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 x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
NULL

$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 x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$mef2_8.10
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$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_8.10 vs class | tin_6.8"  "tin_6.8 vs class | mef2_8.10" 
[5] "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] -> mef2_6.8[13] based on 1 test(s)

[[3]]
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 
0.349368596 0.825415533 0.019470550 0.088475534 0.531471550 0.443884912 0.001317801 0.168622812 0.737900925 0.071192004 0.334302903 0.930401375 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.046800909 0.039265949 0.088475534 

$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   twi_2.4  mef2_6.8 mef2_8.10 
        3         7        13        14 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3493686


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8254155


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01947055

$ciTests[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3701951

$ciTests[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6081983

$ciTests[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1302615


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.5314716


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.4438849


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001317801

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.005052527

$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=0.002643406

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.008372347


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.1686228


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.7379009


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.071192


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3343029


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.9304014


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04680091

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2430687

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08368868

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3245373


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.03926595

$ciTests[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2335562

$ciTests[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5319147

$ciTests[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3942343


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.08847553



$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                                                                          0.349368596
2     tin_4.6   no dependence                          NA                                                                          0.825415533
3     tin_6.8 strong indirect      twi_2.4     0.37019515                                                                          0.019470550
4     bin_6.8   no dependence                          NA                                                                          0.088475534
5    bin_8.10   no dependence                          NA                                                                          0.531471550
6   bin_10.12   no dependence                          NA                                                                          0.443884912
7     twi_2.4          direct                          NA                                                                          0.001317801
8     twi_4.6   no dependence                          NA                                                                          0.168622812
9     twi_6.8   no dependence                          NA                                                                          0.737900925
10    bap_6.8   no dependence                          NA                                                                          0.071192004
11   mef2_2.4   no dependence                          NA                                                                          0.334302903
12   mef2_4.6   no dependence                          NA                                                                          0.930401375
13   mef2_6.8 strong indirect      twi_2.4     0.08368868                                                                          0.046800909
14  mef2_8.10 strong indirect      twi_2.4     0.53191467                                                                          0.039265949
15 mef2_10.12   no dependence                          NA                                                                          0.088475534
        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

