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 
0.0002889108 0.0016400129 0.1031981021 0.4991425430 0.3304942891 0.8443623123 0.1275657858 0.0341250654 0.0164070436 0.7725724801 0.0002147340 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.0004742301 0.0668119078 0.6990408703 0.4991425430 

setE.inx
 tin_2.4  tin_4.6  twi_4.6  twi_6.8 mef2_2.4 mef2_4.6 
       1        2        8        9       11       12 

setE.names
[1] "tin_2.4"  "tin_4.6"  "twi_4.6"  "twi_6.8"  "mef2_2.4" "mef2_4.6"

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
tin_2.4         NA 5.815592e-25      NA      NA       NA        NA      NA 2.983933e-15 6.294350e-06      NA 3.057117e-04 2.616567e-13       NA
tin_4.6         NA           NA      NA      NA       NA        NA      NA 3.270998e-18 2.243874e-15      NA 1.545545e-07 2.819346e-19       NA
tin_6.8         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
bin_8.10        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
twi_2.4         NA           NA      NA      NA       NA        NA      NA           NA           NA      NA           NA           NA       NA
twi_4.6         NA           NA      NA      NA       NA        NA      NA           NA 3.184091e-13      NA 1.524946e-04 5.613823e-17       NA
twi_6.8         NA           NA      NA      NA       NA        NA      NA           NA           NA      NA 1.031011e-04 4.302709e-14       NA
bap_6.8         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 5.134379e-07       NA
mef2_4.6        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
mef2_8.10       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
           mef2_8.10 mef2_10.12
tin_2.4           NA         NA
tin_4.6           NA         NA
tin_6.8           NA         NA
bin_6.8           NA         NA
bin_8.10          NA         NA
bin_10.12         NA         NA
twi_2.4           NA         NA
twi_4.6           NA         NA
twi_6.8           NA         NA
bap_6.8           NA         NA
mef2_2.4          NA         NA
mef2_4.6          NA         NA
mef2_6.8          NA         NA
mef2_8.10         NA         NA
mef2_10.12        NA         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
tin_2.4         NA 2.529384e-22      NA      NA       NA        NA      NA 1.592471e-13 9.001361e-05      NA 1.283995e-02 7.844204e-11       NA
tin_4.6         NA           NA      NA      NA       NA        NA      NA 1.658535e-16 1.379962e-13      NA 1.972083e-05 8.605804e-17       NA
tin_6.8         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
bin_8.10        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
twi_2.4         NA           NA      NA      NA       NA        NA      NA           NA           NA      NA           NA           NA       NA
twi_4.6         NA           NA      NA      NA       NA        NA      NA           NA 1.034476e-11      NA 3.795376e-03 3.143296e-15       NA
twi_6.8         NA           NA      NA      NA       NA        NA      NA           NA           NA      NA 1.097825e-03 3.280284e-12       NA
bap_6.8         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 8.421741e-05       NA
mef2_4.6        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
mef2_8.10       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
           mef2_8.10 mef2_10.12
tin_2.4           NA         NA
tin_4.6           NA         NA
tin_6.8           NA         NA
bin_6.8           NA         NA
bin_8.10          NA         NA
bin_10.12         NA         NA
twi_2.4           NA         NA
twi_4.6           NA         NA
twi_6.8           NA         NA
bap_6.8           NA         NA
mef2_2.4          NA         NA
mef2_4.6          NA         NA
mef2_6.8          NA         NA
mef2_8.10         NA         NA
mef2_10.12        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
tin_2.4             NA 0.05770379      NA      NA       NA        NA      NA 0.009439837 0.003577608      NA 0.01202494 0.05590681       NA        NA
tin_4.6    0.288464734         NA      NA      NA       NA        NA      NA 0.046777794 0.055229700      NA 0.13570549 0.27717696       NA        NA
tin_6.8    0.820461968 0.87046492      NA      NA       NA        NA      NA 0.449153995 0.457407002      NA 0.90535923 0.88174293       NA        NA
bin_6.8    0.398601786 0.27717645      NA      NA       NA        NA      NA 0.533681941 0.552152898      NA 0.61116531 0.12917499       NA        NA
bin_8.10   0.902928758 0.82725197      NA      NA       NA        NA      NA 0.963312055 0.832337012      NA 0.65647942 0.93997963       NA        NA
bin_10.12  0.293299602 0.30901687      NA      NA       NA        NA      NA 0.531546707 0.348921884      NA 0.51809521 0.11891939       NA        NA
twi_2.4    0.267704293 0.28795819      NA      NA       NA        NA      NA 0.107691355 0.288975614      NA 0.72806592 0.40432563       NA        NA
twi_4.6    0.701081465 0.67832519      NA      NA       NA        NA      NA          NA 0.495079530      NA 0.53407578 0.86884675       NA        NA
twi_6.8    0.139418222 0.42305513      NA      NA       NA        NA      NA 0.258727982          NA      NA 0.11662661 0.59798739       NA        NA
bap_6.8    0.550094069 0.49452265      NA      NA       NA        NA      NA 0.907129264 0.841173333      NA 0.41305879 0.54095312       NA        NA
mef2_2.4   0.007881805 0.01707857      NA      NA       NA        NA      NA 0.004166086 0.001779436      NA         NA 0.02259559       NA        NA
mef2_4.6   0.093280607 0.09257776      NA      NA       NA        NA      NA 0.021232626 0.027437202      NA 0.05808043         NA       NA        NA
mef2_6.8   0.515907819 0.49327850      NA      NA       NA        NA      NA 0.181441435 0.584287992      NA 0.88013476 0.93502576       NA        NA
mef2_8.10  0.646635167 0.79813660      NA      NA       NA        NA      NA 0.732433767 0.825779101      NA 0.65493176 0.92344325       NA        NA
mef2_10.12 0.215805528 0.36918919      NA      NA       NA        NA      NA 0.509168797 0.440742206      NA 0.72434329 0.85172727       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

adjX.inx
[[1]]
[1] 11

[[2]]
[1] 11

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
NULL

[[8]]
[1]  1  2 11 12

[[9]]
[1]  1 11 12

[[10]]
NULL

[[11]]
[1] 1

[[12]]
[1] 11

[[13]]
NULL

[[14]]
NULL

[[15]]
NULL


condX.inx
[[1]]
[1]  8  9 11

[[2]]
[1] 8

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
NULL

[[8]]
NULL

[[9]]
NULL

[[10]]
NULL

[[11]]
[1]  1  2  8  9 12

[[12]]
[1] 8 9

[[13]]
NULL

[[14]]
NULL

[[15]]
NULL


setE.cond
 tin_2.4  tin_4.6 mef2_2.4 mef2_4.6 
       1        2       11       12 

onlySetE.cond
integer(0)

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

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

[[1]][[3]]
NULL

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
NULL

[[1]][[7]]
NULL

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[1]][[10]]
NULL

[[1]][[11]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[1]][[12]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[1]][[13]]
NULL

[[1]][[14]]
NULL

[[1]][[15]]
NULL


[[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=0.2884647

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
NULL

[[2]][[7]]
NULL

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

[[2]][[10]]
NULL

[[2]][[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[2]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

[[2]][[13]]
NULL

[[2]][[14]]
NULL

[[2]][[15]]
NULL


[[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=0.820462

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
NULL

[[3]][[7]]
NULL

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

[[3]][[10]]
NULL

[[3]][[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

[[3]][[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

[[3]][[13]]
NULL

[[3]][[14]]
NULL

[[3]][[15]]
NULL


[[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=0.3986018

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2771764

[[4]][[3]]
NULL

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
NULL

[[4]][[7]]
NULL

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5336819

[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5521529

[[4]][[10]]
NULL

[[4]][[11]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6111653

[[4]][[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[4]][[13]]
NULL

[[4]][[14]]
NULL

[[4]][[15]]
NULL


[[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=0.9029288

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.827252

[[5]][[3]]
NULL

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
NULL

[[5]][[7]]
NULL

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9633121

[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.832337

[[5]][[10]]
NULL

[[5]][[11]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6564794

[[5]][[12]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9399796

[[5]][[13]]
NULL

[[5]][[14]]
NULL

[[5]][[15]]
NULL


[[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=0.2932996

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3090169

[[6]][[3]]
NULL

[[6]][[4]]
NULL

[[6]][[5]]
NULL

[[6]][[6]]
NULL

[[6]][[7]]
NULL

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5315467

[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.3489219

[[6]][[10]]
NULL

[[6]][[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5180952

[[6]][[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[6]][[13]]
NULL

[[6]][[14]]
NULL

[[6]][[15]]
NULL


[[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=0.2677043

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

[[7]][[3]]
NULL

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
NULL

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

[[7]][[10]]
NULL

[[7]][[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

[[7]][[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

[[7]][[13]]
NULL

[[7]][[14]]
NULL

[[7]][[15]]
NULL


[[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=0.7010815

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

[[8]][[3]]
NULL

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
NULL

[[8]][[7]]
NULL

[[8]][[8]]
NULL

[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

[[8]][[10]]
NULL

[[8]][[11]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

[[8]][[12]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

[[8]][[13]]
NULL

[[8]][[14]]
NULL

[[8]][[15]]
NULL


[[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=0.1394182

[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[9]][[3]]
NULL

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
NULL

[[9]][[7]]
NULL

[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[9]][[12]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

[[9]][[13]]
NULL

[[9]][[14]]
NULL

[[9]][[15]]
NULL


[[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=0.5500941

[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4945227

[[10]][[3]]
NULL

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
NULL

[[10]][[7]]
NULL

[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9071293

[[10]][[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.8411733

[[10]][[10]]
NULL

[[10]][[11]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4130588

[[10]][[12]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5409531

[[10]][[13]]
NULL

[[10]][[14]]
NULL

[[10]][[15]]
NULL


[[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=0.007881805

[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[11]][[3]]
NULL

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
NULL

[[11]][[7]]
NULL

[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[11]][[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[11]][[13]]
NULL

[[11]][[14]]
NULL

[[11]][[15]]
NULL


[[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=0.09328061

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[12]][[3]]
NULL

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
NULL

[[12]][[7]]
NULL

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

[[12]][[10]]
NULL

[[12]][[11]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

[[12]][[12]]
NULL

[[12]][[13]]
NULL

[[12]][[14]]
NULL

[[12]][[15]]
NULL


[[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=0.5159078

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

[[13]][[3]]
NULL

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
NULL

[[13]][[7]]
NULL

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

[[13]][[10]]
NULL

[[13]][[11]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

[[13]][[12]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258

[[13]][[13]]
NULL

[[13]][[14]]
NULL

[[13]][[15]]
NULL


[[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=0.6466352

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.7981366

[[14]][[3]]
NULL

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
NULL

[[14]][[7]]
NULL

[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.7324338

[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.8257791

[[14]][[10]]
NULL

[[14]][[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6549318

[[14]][[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9234433

[[14]][[13]]
NULL

[[14]][[14]]
NULL

[[14]][[15]]
NULL


[[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=0.2158055

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3691892

[[15]][[3]]
NULL

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
NULL

[[15]][[7]]
NULL

[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5091688

[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4407422

[[15]][[10]]
NULL

[[15]][[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7243433

[[15]][[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8517273

[[15]][[13]]
NULL

[[15]][[14]]
NULL

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_2.4, tin_4.6, twi_4.6, twi_6.8, mef2_2.4, mef2_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=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[11]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[12]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[13]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[14]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[15]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[16]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[17]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372


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=0.0002889108

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874


$`mef2_2.4 vs class | `
$`mef2_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

$`mef2_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

$`mef2_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

$`mef2_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

$`mef2_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

$`mef2_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043


$`tin_2.4 vs class | twi_4.6`
$`tin_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837


$`tin_2.4 vs class | twi_6.8`
$`tin_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608


$`tin_2.4 vs class | mef2_2.4`
$`tin_2.4 vs class | mef2_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779


$`mef2_2.4 vs class | tin_2.4`
$`mef2_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805


$`mef2_2.4 vs class | tin_4.6`
$`mef2_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857


$`mef2_2.4 vs class | twi_4.6`
$`mef2_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086


$`mef2_2.4 vs class | twi_6.8`
$`mef2_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436


$`mef2_2.4 vs class | mef2_4.6`
$`mef2_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263


$`mef2_4.6 vs class | twi_6.8`
$`mef2_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372



adjC.pvals at n = 1 
         tin_2.4 vs class |           tin_4.6 vs class |           twi_4.6 vs class |           twi_6.8 vs class |          mef2_2.4 vs class |  
                 0.057703787                  0.288464734                  0.868846748                  0.597987392                  0.022595589 
        mef2_4.6 vs class |    tin_2.4 vs class | twi_4.6   tin_2.4 vs class | twi_6.8  tin_2.4 vs class | mef2_2.4   tin_4.6 vs class | twi_4.6 
                 0.093280607                  0.009439837                  0.003577608                  0.012024941                  0.046777794 
 mef2_2.4 vs class | tin_2.4  mef2_2.4 vs class | tin_4.6  mef2_2.4 vs class | twi_4.6  mef2_2.4 vs class | twi_6.8 mef2_2.4 vs class | mef2_4.6 
                 0.007881805                  0.017078571                  0.004166086                  0.001779436                  0.022595589 
 mef2_4.6 vs class | twi_4.6  mef2_4.6 vs class | twi_6.8 
                 0.021232626                  0.027437202 

adjC.pvals.inx at n = 1 
         tin_2.4 vs class |           tin_4.6 vs class |           twi_4.6 vs class |           twi_6.8 vs class |          mef2_2.4 vs class |  
                           2                            2                            6                            6                            6 
        mef2_4.6 vs class |    tin_2.4 vs class | twi_4.6   tin_2.4 vs class | twi_6.8  tin_2.4 vs class | mef2_2.4   tin_4.6 vs class | twi_4.6 
                           2                            1                            1                            1                            1 
 mef2_2.4 vs class | tin_2.4  mef2_2.4 vs class | tin_4.6  mef2_2.4 vs class | twi_4.6  mef2_2.4 vs class | twi_6.8 mef2_2.4 vs class | mef2_4.6 
                           1                            1                            1                            1                            1 
 mef2_4.6 vs class | twi_4.6  mef2_4.6 vs class | twi_6.8 
                           1                            1 

adjC.pvals (adjusted) at n = 1 
         tin_2.4 vs class |           tin_4.6 vs class |           twi_4.6 vs class |           twi_6.8 vs class |          mef2_2.4 vs class |  
                 0.057703787                  0.288464734                  0.868846748                  0.597987392                  0.022595589 
        mef2_4.6 vs class |    tin_2.4 vs class | twi_4.6   tin_2.4 vs class | twi_6.8  tin_2.4 vs class | mef2_2.4   tin_4.6 vs class | twi_4.6 
                 0.093280607                  0.009439837                  0.003577608                  0.012024941                  0.046777794 
 mef2_2.4 vs class | tin_2.4  mef2_2.4 vs class | tin_4.6  mef2_2.4 vs class | twi_4.6  mef2_2.4 vs class | twi_6.8 mef2_2.4 vs class | mef2_4.6 
                 0.007881805                  0.017078571                  0.004166086                  0.001779436                  0.022595589 
 mef2_4.6 vs class | twi_4.6  mef2_4.6 vs class | twi_6.8 
                 0.021232626                  0.027437202 

adjC.delete
 tin_2.4 vs class |   tin_4.6 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_4.6 vs class |  
                   1                    2                    3                    4                    6 

delete.inx
[1]  1  2  8  9 12

to.delete
 [1]  TRUE  TRUE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[3]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[4]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[5]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177



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=0.0002889108

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043


$`tin_2.4 vs class | twi_4.6`
$`tin_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837


$`tin_2.4 vs class | twi_6.8`
$`tin_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779


$`mef2_2.4 vs class | tin_2.4`
$`mef2_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805


$`mef2_2.4 vs class | tin_4.6`
$`mef2_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857


$`mef2_2.4 vs class | twi_4.6`
$`mef2_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086


$`mef2_2.4 vs class | twi_6.8`
$`mef2_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436


$`mef2_2.4 vs class | mef2_4.6`
$`mef2_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263


$`mef2_4.6 vs class | twi_6.8`
$`mef2_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372



Variables left after iteration 1 : mef2_2.4, tin_2.4 

adjC
[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.3304943


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8443623


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.7725725


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.6990409


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425



adjC.uncond

[1] 11

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[3]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[4]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[5]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[3]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[4]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[5]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177



adjC
[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494


removed.ids
 [1] "tin_2.4 vs class | "          "tin_4.6 vs class | "          "twi_4.6 vs class | "          "twi_6.8 vs class | "         
 [5] "mef2_4.6 vs class | "         "tin_2.4 vs class | twi_4.6"   "tin_2.4 vs class | twi_6.8"   "tin_4.6 vs class | twi_4.6"  
 [9] "mef2_2.4 vs class | tin_2.4"  "mef2_2.4 vs class | tin_4.6"  "mef2_2.4 vs class | twi_4.6"  "mef2_2.4 vs class | twi_6.8" 
[13] "mef2_2.4 vs class | mef2_4.6" "mef2_4.6 vs class | twi_4.6"  "mef2_4.6 vs class | twi_6.8" 

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301


joint.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108


conditional.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494


direct.inx
mef2_2.4 
      11 

indirect.inx
 tin_4.6  twi_4.6  twi_6.8 mef2_4.6 
       2        8        9       12 

joint.inx
tin_2.4 
      1 

conditional.inx
tin_2.4 
      1 

Dsep
$tin_2.4
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$tin_4.6
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$tin_6.8
NULL

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
NULL

$twi_2.4
NULL

$twi_4.6
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$twi_6.8
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

$mef2_6.8
NULL

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
 [1] "tin_4.6 vs class | tin_2.4"  "tin_2.4 vs class | tin_4.6"  "twi_6.8 vs class | tin_4.6"  "tin_4.6 vs class | twi_6.8" 
 [5] "twi_6.8 vs class | twi_4.6"  "twi_4.6 vs class | twi_6.8"  "mef2_4.6 vs class | tin_2.4" "tin_2.4 vs class | mef2_4.6"
 [9] "mef2_4.6 vs class | tin_4.6" "tin_4.6 vs class | mef2_4.6"

edges
[[1]]
EDGE mef2_2.4[11] -> tin_4.6[2] based on 1 test(s)

[[2]]
EDGE mef2_2.4[11] -> twi_4.6[8] based on 1 test(s)

[[3]]
EDGE mef2_2.4[11] -> twi_6.8[9] based on 1 test(s)

[[4]]
EDGE mef2_2.4[11] -> mef2_4.6[12] based on 1 test(s)

[[5]]
EDGE tin_4.6[2] <-> tin_2.4[1] based on 2 test(s)

[[6]]
EDGE mef2_4.6[12] <-> tin_2.4[1] based on 2 test(s)

[[7]]
EDGE tin_2.4[1] - mef2_2.4[11] based on 2 test(s)

[[8]]
EDGE tin_2.4[1] .. mef2_2.4[11] 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 
0.0002889108 0.0016400129 0.1031981021 0.4991425430 0.3304942891 0.8443623123 0.1275657858 0.0341250654 0.0164070436 0.7725724801 0.0002147340 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.0004742301 0.0668119078 0.6990408703 0.4991425430 

$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   mef2_6.8 
 1.9403123  1.5672688  1.1094984  0.6042631       -Inf  0.1568041  0.7179198  1.0788016  1.2736177 -0.5212678  2.9261912  1.5245359  1.0636947 
 mef2_8.10 mef2_10.12 
 0.2823350  0.6042631 

$setE.selected
 tin_2.4  tin_4.6  twi_4.6  twi_6.8 mef2_2.4 mef2_4.6 
       1        2        8        9       11       12 

$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=0.0002889108

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$ciTests[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$ciTests[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$ciTests[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$ciTests[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$ciTests[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$ciTests[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$ciTests[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.3304943


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8443623


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$ciTests[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$ciTests[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$ciTests[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$ciTests[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$ciTests[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$ciTests[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$ciTests[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$ciTests[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$ciTests[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$ciTests[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.7725725


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

$ciTests[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

$ciTests[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

$ciTests[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

$ciTests[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

$ciTests[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$ciTests[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$ciTests[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$ciTests[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$ciTests[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$ciTests[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.6990409


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425



$final.calls
         name            type explained.by explained.pval conditional.type   conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4           joint      tin_4.6     0.05770379           direct tin_2.4:mef2_2.4                                         0.0002889108
2     tin_4.6 strong indirect     mef2_2.4     0.13570549                                                                           0.0016400129
3     tin_6.8   no dependence                          NA                                                                           0.1031981021
4     bin_6.8   no dependence                          NA                                                                           0.4991425430
5    bin_8.10   no dependence                          NA                                                                           0.3304942891
6   bin_10.12   no dependence                          NA                                                                           0.8443623123
7     twi_2.4   no dependence                          NA                                                                           0.1275657858
8     twi_4.6 strong indirect     mef2_2.4     0.53407578                                                                           0.0341250654
9     twi_6.8 strong indirect     mef2_2.4     0.11662661                                                                           0.0164070436
10    bap_6.8   no dependence                          NA                                                                           0.7725724801
11   mef2_2.4          direct                          NA                                                                           0.0002147340
12   mef2_4.6 strong indirect     mef2_2.4     0.05808043                                                                           0.0004742301
13   mef2_6.8   no dependence                          NA                                                                           0.0668119078
14  mef2_8.10   no dependence                          NA                                                                           0.6990408703
15 mef2_10.12   no dependence                          NA                                                                           0.4991425430
       log2FC
1   1.9403123
2   1.5672688
3   1.1094984
4   0.6042631
5        -Inf
6   0.1568041
7   0.7179198
8   1.0788016
9   1.2736177
10 -0.5212678
11  2.9261912
12  1.5245359
13  1.0636947
14  0.2823350
15  0.6042631

