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

adjX.star.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
tin_2.4         NA 5.815592e-25 3.496744e-08 2.495140e-01 2.668629e-01 2.179711e-01 0.0004377607 2.983933e-15 6.294350e-06 7.119548e-05 3.057117e-04
tin_4.6         NA           NA 2.297761e-11 4.439893e-03 8.217102e-01 1.415399e-01 0.0001071477 3.270998e-18 2.243874e-15 7.052153e-08 1.545545e-07
tin_6.8         NA           NA           NA 3.425028e-07 5.256868e-02 2.582777e-01 0.1650125003 9.028626e-06 2.327442e-08 6.930409e-15 5.543854e-06
bin_6.8         NA           NA           NA           NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02 9.103765e-02 8.617435e-08 9.866042e-03
bin_8.10        NA           NA           NA           NA           NA 9.312666e-12 0.0025488840 9.168885e-02 8.968718e-01 1.301072e-03 9.918559e-01
bin_10.12       NA           NA           NA           NA           NA           NA 0.0001042056 4.230128e-02 9.064001e-01 4.383907e-02 6.908275e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 3.957062e-07 4.013702e-02 2.060385e-01 6.081660e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 3.184091e-13 3.443138e-03 1.524946e-04
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 9.810302e-04 1.031011e-04
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 8.992142e-04
mef2_2.4        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
mef2_6.8        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
mef2_10.12      NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
               mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    2.616567e-13 2.391350e-04 9.241767e-01 1.249623e-01
tin_4.6    2.819346e-19 1.030426e-07 4.420584e-01 3.672816e-01
tin_6.8    8.406237e-10 3.822798e-09 2.344538e-03 1.028328e-01
bin_6.8    8.806549e-02 3.706018e-03 9.846175e-04 7.723458e-01
bin_8.10   9.168885e-02 7.840508e-01 6.064970e-02 7.392659e-01
bin_10.12  1.101014e-01 5.811904e-01 2.550489e-01 4.324185e-01
twi_2.4    1.473183e-02 6.452852e-01 1.392374e-02 4.093156e-03
twi_4.6    5.613823e-17 1.546044e-04 9.188314e-01 4.754486e-02
twi_6.8    4.302709e-14 5.622007e-13 1.513460e-02 7.281374e-01
bap_6.8    7.171982e-06 1.487301e-06 2.428328e-03 4.556218e-02
mef2_2.4   5.134379e-07 1.078552e-06 3.918919e-03 2.347613e-03
mef2_4.6             NA 1.050653e-14 4.840009e-05 1.667167e-01
mef2_6.8             NA           NA 2.478303e-10 3.706018e-03
mef2_8.10            NA           NA           NA 7.829188e-13
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.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 0.30458937      NA      NA      NA       NA       NA 0.04833075        NA 0.15692706
tin_4.6    0.51606510      NA      NA      NA       NA        NA 0.95881033      NA      NA      NA       NA       NA 0.49980608        NA 0.35857056
tin_6.8    0.61750489      NA      NA      NA       NA        NA 0.63967495      NA      NA      NA       NA       NA 0.61359683        NA 0.79736116
bin_6.8    0.86935409      NA      NA      NA       NA        NA 0.98048388      NA      NA      NA       NA       NA 0.71237186        NA 0.85374435
bin_8.10   0.75536840      NA      NA      NA       NA        NA 0.89013769      NA      NA      NA       NA       NA 0.68778299        NA 0.46339526
bin_10.12  0.73313432      NA      NA      NA       NA        NA 0.82468867      NA      NA      NA       NA       NA 0.60118241        NA 0.53623073
twi_2.4    0.64387002      NA      NA      NA       NA        NA         NA      NA      NA      NA       NA       NA 0.42018602        NA 0.55146999
twi_4.6    0.85653629      NA      NA      NA       NA        NA 0.73602681      NA      NA      NA       NA       NA 0.20422695        NA 0.03571018
twi_6.8    0.98636455      NA      NA      NA       NA        NA 0.98790476      NA      NA      NA       NA       NA 0.38244428        NA 0.54936722
bap_6.8    0.39993857      NA      NA      NA       NA        NA 0.47340105      NA      NA      NA       NA       NA 0.69152194        NA 0.75223799
mef2_2.4   0.32315368      NA      NA      NA       NA        NA 0.39984610      NA      NA      NA       NA       NA 0.30930844        NA 0.76995635
mef2_4.6   0.66955013      NA      NA      NA       NA        NA 0.92499437      NA      NA      NA       NA       NA 0.38391697        NA 0.95765180
mef2_6.8   0.03612555      NA      NA      NA       NA        NA 0.08671825      NA      NA      NA       NA       NA         NA        NA 0.21097952
mef2_8.10  0.45094521      NA      NA      NA       NA        NA 0.37102413      NA      NA      NA       NA       NA 0.76054196        NA 0.36741488
mef2_10.12 0.10595861      NA      NA      NA       NA        NA 0.08560875      NA      NA      NA       NA       NA 0.14998039        NA         NA

adjX.inx
[[1]]
[1] 13 15

[[2]]
NULL

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
[1] 15

[[8]]
NULL

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
[1]  1 15

[[14]]
NULL

[[15]]
[1] 1 8


condX.inx
[[1]]
[1] 13 15

[[2]]
NULL

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
NULL

[[8]]
[1] 15

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
[1] 1 7

[[14]]
NULL

[[15]]
[1]  1  7 13


setE.cond
   tin_2.4    twi_4.6   mef2_6.8 mef2_10.12 
         1          8         13         15 

onlySetE.cond
[1] 8

cond.ciTests
[[1]]
[[1]][[1]]
NULL

[[1]][[2]]
NULL

[[1]][[3]]
NULL

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
NULL

[[1]][[7]]
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]][[8]]
NULL

[[1]][[9]]
NULL

[[1]][[10]]
NULL

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
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]][[14]]
NULL

[[1]][[15]]
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=tin_2.4[1], reliable=TRUE, p.value=0.5160651

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
NULL

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9588103

[[2]][[8]]
NULL

[[2]][[9]]
NULL

[[2]][[10]]
NULL

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4998061

[[2]][[14]]
NULL

[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3585706


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.6175049

[[3]][[2]]
NULL

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
NULL

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.639675

[[3]][[8]]
NULL

[[3]][[9]]
NULL

[[3]][[10]]
NULL

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6135968

[[3]][[14]]
NULL

[[3]][[15]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7973612


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8693541

[[4]][[2]]
NULL

[[4]][[3]]
NULL

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
NULL

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9804839

[[4]][[8]]
NULL

[[4]][[9]]
NULL

[[4]][[10]]
NULL

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7123719

[[4]][[14]]
NULL

[[4]][[15]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.8537443


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7553684

[[5]][[2]]
NULL

[[5]][[3]]
NULL

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
NULL

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8901377

[[5]][[8]]
NULL

[[5]][[9]]
NULL

[[5]][[10]]
NULL

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.687783

[[5]][[14]]
NULL

[[5]][[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.4633953


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7331343

[[6]][[2]]
NULL

[[6]][[3]]
NULL

[[6]][[4]]
NULL

[[6]][[5]]
NULL

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8246887

[[6]][[8]]
NULL

[[6]][[9]]
NULL

[[6]][[10]]
NULL

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6011824

[[6]][[14]]
NULL

[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5362307


[[7]]
[[7]][[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

[[7]][[2]]
NULL

[[7]][[3]]
NULL

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
NULL

[[7]][[7]]
NULL

[[7]][[8]]
NULL

[[7]][[9]]
NULL

[[7]][[10]]
NULL

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
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]][[14]]
NULL

[[7]][[15]]
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=tin_2.4[1], reliable=TRUE, p.value=0.8565363

[[8]][[2]]
NULL

[[8]][[3]]
NULL

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
NULL

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7360268

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
NULL

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.204227

[[8]][[14]]
NULL

[[8]][[15]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.9863646

[[9]][[2]]
NULL

[[9]][[3]]
NULL

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
NULL

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9879048

[[9]][[8]]
NULL

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3824443

[[9]][[14]]
NULL

[[9]][[15]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5493672


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3999386

[[10]][[2]]
NULL

[[10]][[3]]
NULL

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
NULL

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4734011

[[10]][[8]]
NULL

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6915219

[[10]][[14]]
NULL

[[10]][[15]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.752238


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3231537

[[11]][[2]]
NULL

[[11]][[3]]
NULL

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
NULL

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3998461

[[11]][[8]]
NULL

[[11]][[9]]
NULL

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3093084

[[11]][[14]]
NULL

[[11]][[15]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7699563


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.6695501

[[12]][[2]]
NULL

[[12]][[3]]
NULL

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
NULL

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9249944

[[12]][[8]]
NULL

[[12]][[9]]
NULL

[[12]][[10]]
NULL

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.383917

[[12]][[14]]
NULL

[[12]][[15]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.9576518


[[13]]
[[13]][[1]]
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]][[2]]
NULL

[[13]][[3]]
NULL

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
NULL

[[13]][[7]]
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]][[8]]
NULL

[[13]][[9]]
NULL

[[13]][[10]]
NULL

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
NULL

[[13]][[15]]
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=tin_2.4[1], reliable=TRUE, p.value=0.4509452

[[14]][[2]]
NULL

[[14]][[3]]
NULL

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
NULL

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3710241

[[14]][[8]]
NULL

[[14]][[9]]
NULL

[[14]][[10]]
NULL

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.760542

[[14]][[14]]
NULL

[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3674149


[[15]]
[[15]][[1]]
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]][[2]]
NULL

[[15]][[3]]
NULL

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
NULL

[[15]][[7]]
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]][[8]]
NULL

[[15]][[9]]
NULL

[[15]][[10]]
NULL

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
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

[[15]][[14]]
NULL

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_2.4, twi_2.4, mef2_6.8, mef2_10.12, twi_4.6 

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

[[5]]
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

[[6]]
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

[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018

[[8]]
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

[[9]]
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

[[10]]
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

[[11]]
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

[[12]]
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


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


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
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 | mef2_10.12`
$`tin_2.4 vs class | mef2_10.12`[[1]]
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_4.6 vs class | mef2_10.12`
$`twi_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
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 | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
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_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
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 | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
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 | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
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 |  
                    0.30458937                     0.64387002                     0.21097952                     0.14998039 
   tin_2.4 vs class | mef2_6.8  tin_2.4 vs class | mef2_10.12  twi_4.6 vs class | mef2_10.12    mef2_6.8 vs class | tin_2.4 
                    0.04833075                     0.15692706                     0.03571018                     0.03612555 
   mef2_6.8 vs class | twi_2.4  mef2_10.12 vs class | tin_2.4  mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_6.8 
                    0.08671825                     0.10595861                     0.08560875                     0.14998039 

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 
   tin_2.4 vs class | mef2_6.8  tin_2.4 vs class | mef2_10.12  twi_4.6 vs class | mef2_10.12    mef2_6.8 vs class | tin_2.4 
                             1                              1                              1                              1 
   mef2_6.8 vs class | twi_2.4  mef2_10.12 vs class | tin_2.4  mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_6.8 
                             1                              1                              1                              1 

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 |  
                    0.30458937                     0.64387002                     0.21097952                     0.14998039 
   tin_2.4 vs class | mef2_6.8  tin_2.4 vs class | mef2_10.12  twi_4.6 vs class | mef2_10.12    mef2_6.8 vs class | tin_2.4 
                    0.04833075                     0.15692706                     0.03571018                     0.03612555 
   mef2_6.8 vs class | twi_2.4  mef2_10.12 vs class | tin_2.4  mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_6.8 
                    0.08671825                     0.10595861                     0.08560875                     0.14998039 

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  TRUE FALSE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE

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


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
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


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
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 | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
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_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
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 | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
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 | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
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



Variables left after iteration 1 : mef2_10.12, tin_2.4, twi_4.6 

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

[[2]]
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

[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018

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

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

[[2]]
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

[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018


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

[[2]]
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

[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018


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

[[2]]
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

[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018


removed.ids
[1] "tin_2.4 vs class | "            "twi_2.4 vs class | "            "mef2_6.8 vs class | "           "tin_2.4 vs class | mef2_6.8"   
[5] "mef2_6.8 vs class | tin_2.4"    "mef2_6.8 vs class | twi_2.4"    "mef2_10.12 vs class | tin_2.4"  "mef2_10.12 vs class | twi_2.4" 
[9] "mef2_10.12 vs class | mef2_6.8"

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
[[1]]
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]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03571018


direct.inx
mef2_10.12 
        15 

indirect.inx
 twi_2.4 mef2_6.8 
       7       13 

joint.inx
tin_2.4 
      1 

conditional.inx
tin_2.4 twi_4.6 
      1       8 

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)

[[5]]
EDGE tin_2.4[1] .. mef2_10.12[15] based on 1 test(s)

[[6]]
EDGE twi_4.6[8] .. mef2_10.12[15] 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   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           direct tin_2.4:mef2_10.12                                           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           direct twi_4.6:mef2_10.12                                           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

