How to use the causality.inference.independence_tests.__init__.MutualInformationTest function in causality
To help you get started, we’ve selected a few causality examples, based on popular ways it is used in public projects.
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akelleh / causality / causality / inference / independence_tests / __init__.py View on Github 
def f(X):
test = MutualInformationTest(self.y, self.x, self.z, X, self.alpha, variable_types=self.variable_types)
return test.discrete_mutual_information(self.x, self.y, self.z, X)
lower, expected, upper = self.bootstrap(discretized_df, f, lower_confidence=self.alpha/2, upper_confidence=1.-self.alpha/2.)
Popular causality functions
- causality.analysis.dataframe.KernelModelWrapper
- causality.causal_planner
- causality.causal_planner.ActionSequence
- causality.causal_planner.CausalPlanner
- causality.common
- causality.common.delinearize_fluent_vec
- causality.common.linearize_fluent_vec
- causality.common.PerceptualModel
- causality.common.tabulate
- causality.estimation.nonparametric.CausalEffect
- causality.estimation.parametric.DifferenceInDifferences
- causality.estimation.parametric.InverseProbabilityWeightedLS
- causality.estimation.parametric.PropensityScoreMatching
- causality.estimation.parametric.PropensityScoringModel
- causality.inference.independence_tests.__init__.ChiSquaredTest
- causality.inference.independence_tests.__init__.MutualInformationTest
- causality.inference.independence_tests.MutualInformationTest
- causality.inference.search.__init__.SearchException
- causality.util.bootstrap_statistic