causal_networkx.ci.KernelCITest#
- class causal_networkx.ci.KernelCITest(kernel_x='rbf', kernel_y='rbf', kernel_z='rbf', null_size=1000, approx_with_gamma=True, kwidth_x=None, kwidth_y=None, kwidth_z=None, threshold=1e-05, n_jobs=None)[source]#
Methods
test(df, x_var, y_var[, z_covariates])Abstract method for all conditional independence tests.
- test(df, x_var, y_var, z_covariates=None)[source]#
Abstract method for all conditional independence tests.
- Parameters:
df :
pd.DataFrame_description_
x_var :
Any_description_
y_var :
Any_description_
z_covariates :
Any, optional_description_, by default None
- Returns:
-
_description_