Missing-value Fisher-z test

Perform a testwise-deletion Fisher-z independence test to data sets with missing values. With testwise-deletion, the test makes use of all data points that do not have missing values for the variables involved in the test.

Usage

from causal-learn.utils.cit import mv_fisherz
p = mv_fisherz(mvdata, X, Y, condition_set)

Parameters

mvdata: data with missing values.

X, Y and condition_set: data matrices of size number_of_samples * dimensionality.

Returns

p: the p-value of the test.