2.2.1. dodiscover.ci.FisherZCITest#

class dodiscover.ci.FisherZCITest(correlation_matrix=None)[source]#

Methods

test(df, x_vars, y_vars[, z_covariates])

Abstract method for all conditional independence tests.

test(df, x_vars, y_vars, z_covariates=None)[source]#

Abstract method for all conditional independence tests.

Parameters:

dfpd.DataFrame: The dataframe containing the dataset.
x_varsSet of column: A column in df.
y_varsSet of column: A column in df.
z_covariatesSet, optional: A set of columns in df, by default None. If None, then the test should run a standard independence test.

Returns: