Wrapper around the bnlearn mc-x2 test

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Description

Implements the mc-mi test in format needed for pcalg.

Usage

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mcMITest(x, y, S, suffStat)

Arguments

x

the index of the first variable

y

the index of the second variable

S

the conditioning set

suffStat

the sufficient statistics to do the test, in this case a list of one element: dm where the values matrix is stored

Value

p value of the test

Examples

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suffStat <- list(dm = cbind("a"=c(0,1,0,0,1,0), "b"=c(1,0,0,0,1,0), "c"=c(0,0,0,1,1,1)))
# test if a is independent of b
mcMITest(1, 2, NULL, suffStat)
# test if a is independent of b conditioned on c
mcMITest(1, 2, 3, suffStat)

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