causallib
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causallib
causallib
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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O
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P
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R
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S
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T
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U
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V
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W
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X
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Y
A
a (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
add_random_suffix() (in module causallib.survival.survival_utils)
AdversarialBalancing (class in causallib.contrib.adversarial_balancing.adversarial_balancing)
AIPW (class in causallib.estimation.doubly_robust)
all_plot_names (causallib.evaluation.results.EvaluationResults property)
areColumnsBinary() (in module causallib.utils.stat_utils)
B
BaseCleverCovariate (class in causallib.estimation.tmle)
BaseDoublyRobust (class in causallib.estimation.doubly_robust)
BaseEvaluationPlotDataExtractor (class in causallib.evaluation.plots.data_extractors)
BaseFeatureSelector (class in causallib.preprocessing.filters)
BasePredictor (class in causallib.evaluation.predictor)
BinaryOutcomeEvaluationResults (class in causallib.evaluation.results)
BinaryOutcomePlotDataExtractor (class in causallib.evaluation.plots.data_extractors)
C
calc_weighted_ks2samp() (in module causallib.utils.stat_utils)
calc_weighted_standardized_mean_differences() (in module causallib.utils.stat_utils)
calculate_curve_data_binary_outcome() (in module causallib.evaluation.plots.curve_data_makers)
calculate_curve_data_propensity() (in module causallib.evaluation.plots.curve_data_makers)
CALCULATE_EFFECT (causallib.estimation.base_estimator.EffectEstimator attribute)
calculate_performance_curve_data_on_folds() (in module causallib.evaluation.plots.curve_data_makers)
calculate_pr_curve() (in module causallib.evaluation.plots.curve_data_makers)
calculate_roc_curve() (in module causallib.evaluation.plots.curve_data_makers)
calibration_curve() (in module causallib.evaluation.plots.plots)
canonize_dtypes_and_names() (in module causallib.survival.survival_utils)
causallib
module
causallib.analysis
module
causallib.contrib
module
causallib.contrib.adversarial_balancing
module
causallib.contrib.adversarial_balancing.adversarial_balancing
module
causallib.contrib.adversarial_balancing.classifier_selection
module
causallib.contrib.shared_sparsity_selection
module
causallib.contrib.shared_sparsity_selection.shared_sparsity_selection
module
causallib.datasets
module
causallib.datasets.data_loader
module
causallib.estimation
module
causallib.estimation.base_estimator
module
causallib.estimation.base_weight
module
causallib.estimation.doubly_robust
module
causallib.estimation.ipw
module
causallib.estimation.marginal_outcome
module
causallib.estimation.matching
module
causallib.estimation.overlap_weights
module
causallib.estimation.rlearner
module
causallib.estimation.standardization
module
causallib.estimation.tmle
module
causallib.estimation.xlearner
module
causallib.evaluation
module
causallib.evaluation.evaluator
module
causallib.evaluation.metrics
module
causallib.evaluation.plots
module
causallib.evaluation.plots.curve_data_makers
module
causallib.evaluation.plots.data_extractors
module
causallib.evaluation.plots.mixins
module
causallib.evaluation.plots.plots
module
causallib.evaluation.predictions
module
causallib.evaluation.predictor
module
causallib.evaluation.results
module
causallib.evaluation.scoring
module
causallib.preprocessing
module
causallib.preprocessing.confounder_selection
module
causallib.preprocessing.filters
module
causallib.preprocessing.transformers
module
causallib.simulation
module
causallib.simulation.CausalSimulator3
module
causallib.survival
module
causallib.survival.base_survival
module
causallib.survival.marginal_survival
module
causallib.survival.regression_curve_fitter
module
causallib.survival.standardized_survival
module
causallib.survival.survival_utils
module
causallib.survival.univariate_curve_fitter
module
causallib.survival.weighted_standardized_survival
module
causallib.survival.weighted_survival
module
causallib.utils
module
causallib.utils.crossfit
module
causallib.utils.general_tools
module
causallib.utils.stat_utils
module
CausalSimulator3 (class in causallib.simulation.CausalSimulator3)
check_learner_is_fitted() (in module causallib.utils.general_tools)
chi2_test() (in module causallib.utils.stat_utils)
ClassificationPlotterMixin (class in causallib.evaluation.plots.mixins)
classify_agg_function (causallib.estimation.matching.Matching attribute)
clever_covariate_fit() (causallib.estimation.tmle.BaseCleverCovariate method)
(causallib.estimation.tmle.CleverCovariateFeatureMatrix method)
(causallib.estimation.tmle.CleverCovariateFeatureVector method)
(causallib.estimation.tmle.CleverCovariateImportanceSamplingMatrix method)
(causallib.estimation.tmle.CleverCovariateImportanceSamplingVector method)
clever_covariate_inference() (causallib.estimation.tmle.BaseCleverCovariate method)
(causallib.estimation.tmle.CleverCovariateFeatureMatrix method)
(causallib.estimation.tmle.CleverCovariateFeatureVector method)
(causallib.estimation.tmle.CleverCovariateImportanceSamplingMatrix method)
(causallib.estimation.tmle.CleverCovariateImportanceSamplingVector method)
CleverCovariateFeatureMatrix (class in causallib.estimation.tmle)
CleverCovariateFeatureVector (class in causallib.estimation.tmle)
CleverCovariateImportanceSamplingMatrix (class in causallib.estimation.tmle)
CleverCovariateImportanceSamplingVector (class in causallib.estimation.tmle)
compute_propensity() (causallib.estimation.base_weight.PropensityEstimator method)
(causallib.estimation.ipw.IPW method)
compute_propensity_matrix() (causallib.estimation.base_weight.PropensityEstimator method)
(causallib.estimation.ipw.IPW method)
compute_pvals() (causallib.preprocessing.filters.UnivariateAssociationFilter method)
compute_survival_from_single_hazard_curve() (in module causallib.survival.survival_utils)
compute_weight_matrix() (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing method)
(causallib.estimation.base_weight.WeightEstimator method)
(causallib.estimation.ipw.IPW method)
(causallib.estimation.marginal_outcome.MarginalOutcomeEstimator method)
(causallib.estimation.matching.Matching method)
(causallib.estimation.overlap_weights.OverlapWeights method)
compute_weights() (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing method)
(causallib.estimation.base_weight.WeightEstimator method)
(causallib.estimation.ipw.IPW method)
(causallib.estimation.marginal_outcome.MarginalOutcomeEstimator method)
(causallib.estimation.matching.Matching method)
computeCorrPvals() (in module causallib.utils.stat_utils)
ConstantFilter (class in causallib.preprocessing.filters)
ContinuousOutcomeEvaluationResults (class in causallib.evaluation.results)
ContinuousOutcomePlotDataExtractor (class in causallib.evaluation.plots.data_extractors)
ContinuousOutcomePlotterMixin (class in causallib.evaluation.plots.mixins)
CorrelationFilter (class in causallib.preprocessing.filters)
covariate_balance (causallib.evaluation.predictions.PropensityEvaluatorScores attribute)
create_repr_string() (in module causallib.utils.general_tools)
cross_fitting() (in module causallib.utils.crossfit)
cv (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
cv_by_phase() (causallib.evaluation.plots.data_extractors.BaseEvaluationPlotDataExtractor method)
D
discriminator_loss_ (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing attribute)
DoubleLASSO (class in causallib.preprocessing.confounder_selection)
E
EffectEstimator (class in causallib.estimation.base_estimator)
estimate_effect() (causallib.estimation.base_estimator.EffectEstimator method)
(causallib.estimation.base_estimator.IndividualOutcomeEstimator method)
(causallib.estimation.doubly_robust.AIPW method)
(causallib.estimation.xlearner.XLearner method)
estimate_individual_effect() (causallib.estimation.rlearner.RLearner method)
estimate_individual_outcome() (causallib.estimation.base_estimator.IndividualOutcomeEstimator method)
(causallib.estimation.doubly_robust.AIPW method)
(causallib.estimation.doubly_robust.PropensityFeatureStandardization method)
(causallib.estimation.doubly_robust.WeightedStandardization method)
(causallib.estimation.matching.Matching method)
(causallib.estimation.rlearner.RLearner method)
(causallib.estimation.standardization.Standardization method)
(causallib.estimation.standardization.StratifiedStandardization method)
(causallib.estimation.tmle.TMLE method)
(causallib.estimation.xlearner.XLearner method)
(causallib.survival.standardized_survival.StandardizedSurvival method)
(causallib.survival.StandardizedSurvival method)
(causallib.survival.weighted_standardized_survival.WeightedStandardizedSurvival method)
(causallib.survival.WeightedStandardizedSurvival method)
estimate_population_outcome() (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing method)
(causallib.estimation.base_estimator.IndividualOutcomeEstimator method)
(causallib.estimation.base_estimator.PopulationOutcomeEstimator method)
(causallib.estimation.doubly_robust.AIPW method)
(causallib.estimation.ipw.IPW method)
(causallib.estimation.marginal_outcome.MarginalOutcomeEstimator method)
(causallib.survival.base_survival.SurvivalBase method)
(causallib.survival.standardized_survival.StandardizedSurvival method)
(causallib.survival.StandardizedSurvival method)
(causallib.survival.weighted_survival.WeightedSurvival method)
(causallib.survival.WeightedSurvival method)
evaluate() (in module causallib.evaluation)
(in module causallib.evaluation.evaluator)
evaluate_balancing() (causallib.estimation.base_weight.WeightEstimator method)
evaluate_bootstrap() (in module causallib.evaluation)
(in module causallib.evaluation.evaluator)
evaluate_fit() (causallib.estimation.base_estimator.IndividualOutcomeEstimator method)
evaluate_metrics() (causallib.evaluation.predictions.OutcomePredictions method)
(causallib.evaluation.predictions.PropensityPredictions method)
(causallib.evaluation.predictions.WeightPredictions method)
(in module causallib.evaluation.metrics)
evaluated_metrics (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
EvaluationResults (class in causallib.evaluation.results)
F
find_indices_of_matched_samples() (causallib.preprocessing.transformers.MatchingTransformer method)
fit() (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing method)
(causallib.contrib.shared_sparsity_selection.shared_sparsity_selection.SharedSparsityConfounderSelection method)
(causallib.estimation.base_estimator.IndividualOutcomeEstimator method)
(causallib.estimation.base_weight.WeightEstimator method)
(causallib.estimation.doubly_robust.AIPW method)
(causallib.estimation.doubly_robust.BaseDoublyRobust method)
(causallib.estimation.doubly_robust.PropensityFeatureStandardization method)
(causallib.estimation.doubly_robust.WeightedStandardization method)
(causallib.estimation.ipw.IPW method)
(causallib.estimation.marginal_outcome.MarginalOutcomeEstimator method)
(causallib.estimation.matching.Matching method)
(causallib.estimation.rlearner.RLearner method)
(causallib.estimation.standardization.Standardization method)
(causallib.estimation.standardization.StratifiedStandardization method)
(causallib.estimation.tmle.TargetMinMaxScaler method)
(causallib.estimation.tmle.TMLE method)
(causallib.estimation.xlearner.XLearner method)
(causallib.evaluation.predictor.BasePredictor method)
(causallib.evaluation.predictor.OutcomePredictor method)
(causallib.evaluation.predictor.WeightPredictor method)
(causallib.preprocessing.confounder_selection.DoubleLASSO method)
(causallib.preprocessing.confounder_selection.RecursiveConfounderElimination method)
(causallib.preprocessing.filters.BaseFeatureSelector method)
(causallib.preprocessing.filters.ConstantFilter method)
(causallib.preprocessing.filters.CorrelationFilter method)
(causallib.preprocessing.filters.HrlVarFilter method)
(causallib.preprocessing.filters.SparseFilter method)
(causallib.preprocessing.filters.StatisticalFilter method)
(causallib.preprocessing.filters.UnivariateAssociationFilter method)
(causallib.preprocessing.transformers.MatchingTransformer method)
(causallib.preprocessing.transformers.MinMaxScaler method)
(causallib.preprocessing.transformers.PropensityTransformer method)
(causallib.preprocessing.transformers.StandardScaler method)
(causallib.survival.base_survival.SurvivalBase method)
(causallib.survival.base_survival.SurvivalTimeVaryingBase method)
(causallib.survival.regression_curve_fitter.RegressionCurveFitter method)
(causallib.survival.RegressionCurveFitter method)
(causallib.survival.standardized_survival.StandardizedSurvival method)
(causallib.survival.StandardizedSurvival method)
(causallib.survival.univariate_curve_fitter.UnivariateCurveFitter method)
(causallib.survival.UnivariateCurveFitter method)
(causallib.survival.weighted_standardized_survival.WeightedStandardizedSurvival method)
(causallib.survival.weighted_survival.WeightedSurvival method)
(causallib.survival.WeightedStandardizedSurvival method)
(causallib.survival.WeightedSurvival method)
fit_transform() (causallib.preprocessing.transformers.MatchingTransformer method)
format_for_training() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
from_estimator() (causallib.evaluation.predictor.BasePredictor static method)
G
G_LINKING_METHODS (causallib.simulation.CausalSimulator3.CausalSimulator3 attribute)
generate_censor_col() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
generate_covariate_col() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
generate_data() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
generate_outcome_col() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
generate_random_topology() (in module causallib.simulation.CausalSimulator3)
generate_treatment_col() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
get_covariates_of_matches() (causallib.estimation.matching.Matching method)
get_data_for_plot() (causallib.evaluation.plots.data_extractors.BaseEvaluationPlotDataExtractor method)
(causallib.evaluation.plots.data_extractors.BinaryOutcomePlotDataExtractor method)
(causallib.evaluation.plots.data_extractors.ContinuousOutcomePlotDataExtractor method)
(causallib.evaluation.plots.data_extractors.PropensityPlotDataExtractor method)
(causallib.evaluation.plots.data_extractors.WeightPlotDataExtractor method)
(causallib.evaluation.results.EvaluationResults method)
get_default_binary_metrics() (in module causallib.evaluation.metrics)
get_default_regression_metrics() (in module causallib.evaluation.metrics)
get_iterable_treatment_values() (in module causallib.utils.general_tools)
get_person_time_df() (in module causallib.survival.survival_utils)
get_prediction_by_treatment() (causallib.evaluation.predictions.OutcomePredictions method)
get_proba_by_treatment() (causallib.evaluation.predictions.OutcomePredictions method)
get_regression_predict_data() (in module causallib.survival.survival_utils)
get_subplots() (in module causallib.evaluation.plots.plots)
H
HrlVarFilter (class in causallib.preprocessing.filters)
I
idx2var_vector() (in module causallib.simulation.CausalSimulator3)
Imputer (class in causallib.preprocessing.transformers)
index (causallib.estimation.matching.KNN attribute)
IndividualOutcomeEstimator (class in causallib.estimation.base_estimator)
inverse_transform() (causallib.estimation.tmle.TargetMinMaxScaler method)
(causallib.preprocessing.transformers.MinMaxScaler method)
(causallib.preprocessing.transformers.StandardScaler method)
IPW (class in causallib.estimation.ipw)
is_vector_binary() (in module causallib.utils.stat_utils)
isBinary() (in module causallib.utils.stat_utils)
iterative_models_ (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing attribute)
iterative_normalizing_consts_ (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing attribute)
K
KNN (class in causallib.estimation.matching)
L
learner (causallib.estimation.matching.KNN attribute)
load_acic16() (in module causallib.datasets.data_loader)
load_data_file() (in module causallib.datasets.data_loader)
load_nhefs() (in module causallib.datasets.data_loader)
load_nhefs_survival() (in module causallib.datasets.data_loader)
lookup_name() (in module causallib.evaluation.plots.plots)
M
majority_rule() (in module causallib.estimation.matching)
make() (causallib.evaluation.results.EvaluationResults static method)
MarginalOutcomeEstimator (class in causallib.estimation.marginal_outcome)
MarginalSurvival (class in causallib.survival)
(class in causallib.survival.marginal_survival)
match() (causallib.estimation.matching.Matching method)
match_df_ (causallib.estimation.matching.Matching attribute)
matches_to_weights() (causallib.estimation.matching.Matching method)
Matching (class in causallib.estimation.matching)
MatchingTransformer (class in causallib.preprocessing.transformers)
MinMaxScaler (class in causallib.preprocessing.transformers)
models (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
module
causallib
causallib.analysis
causallib.contrib
causallib.contrib.adversarial_balancing
causallib.contrib.adversarial_balancing.adversarial_balancing
causallib.contrib.adversarial_balancing.classifier_selection
causallib.contrib.shared_sparsity_selection
causallib.contrib.shared_sparsity_selection.shared_sparsity_selection
causallib.datasets
causallib.datasets.data_loader
causallib.estimation
causallib.estimation.base_estimator
causallib.estimation.base_weight
causallib.estimation.doubly_robust
causallib.estimation.ipw
causallib.estimation.marginal_outcome
causallib.estimation.matching
causallib.estimation.overlap_weights
causallib.estimation.rlearner
causallib.estimation.standardization
causallib.estimation.tmle
causallib.estimation.xlearner
causallib.evaluation
causallib.evaluation.evaluator
causallib.evaluation.metrics
causallib.evaluation.plots
causallib.evaluation.plots.curve_data_makers
causallib.evaluation.plots.data_extractors
causallib.evaluation.plots.mixins
causallib.evaluation.plots.plots
causallib.evaluation.predictions
causallib.evaluation.predictor
causallib.evaluation.results
causallib.evaluation.scoring
causallib.preprocessing
causallib.preprocessing.confounder_selection
causallib.preprocessing.filters
causallib.preprocessing.transformers
causallib.simulation
causallib.simulation.CausalSimulator3
causallib.survival
causallib.survival.base_survival
causallib.survival.marginal_survival
causallib.survival.regression_curve_fitter
causallib.survival.standardized_survival
causallib.survival.survival_utils
causallib.survival.univariate_curve_fitter
causallib.survival.weighted_standardized_survival
causallib.survival.weighted_survival
causallib.utils
causallib.utils.crossfit
causallib.utils.general_tools
causallib.utils.stat_utils
O
O_LINKING_METHODS (causallib.simulation.CausalSimulator3.CausalSimulator3 attribute)
OutcomePredictions (class in causallib.evaluation.predictions)
OutcomePredictor (class in causallib.evaluation.predictor)
outcomes_ (causallib.estimation.matching.Matching attribute)
OverlapWeights (class in causallib.estimation.overlap_weights)
P
plot_all() (causallib.evaluation.plots.mixins.PlotAllMixin method)
plot_calibration() (in module causallib.evaluation.plots.plots)
plot_calibration_curve() (causallib.evaluation.plots.mixins.ClassificationPlotterMixin method)
plot_calibration_folds() (in module causallib.evaluation.plots.plots)
plot_common_support() (causallib.evaluation.plots.mixins.ContinuousOutcomePlotterMixin method)
plot_continuous_accuracy() (causallib.evaluation.plots.mixins.ContinuousOutcomePlotterMixin method)
plot_continuous_prediction_accuracy() (in module causallib.evaluation.plots.plots)
plot_continuous_prediction_accuracy_folds() (in module causallib.evaluation.plots.plots)
plot_counterfactual_common_support() (in module causallib.evaluation.plots.plots)
plot_counterfactual_common_support_folds() (in module causallib.evaluation.plots.plots)
plot_covariate_balance() (causallib.evaluation.plots.mixins.WeightPlotterMixin method)
plot_mean_features_imbalance_love_folds() (in module causallib.evaluation.plots.plots)
plot_mean_features_imbalance_scatter_plot() (in module causallib.evaluation.plots.plots)
plot_mean_features_imbalance_slope_folds() (in module causallib.evaluation.plots.plots)
plot_names (causallib.evaluation.plots.data_extractors.BinaryOutcomePlotDataExtractor attribute)
(causallib.evaluation.plots.data_extractors.ContinuousOutcomePlotDataExtractor attribute)
(causallib.evaluation.plots.data_extractors.PropensityPlotDataExtractor attribute)
(causallib.evaluation.plots.data_extractors.WeightPlotDataExtractor attribute)
plot_pr_curve() (causallib.evaluation.plots.mixins.ClassificationPlotterMixin method)
plot_precision_recall_curve_folds() (in module causallib.evaluation.plots.plots)
plot_propensity_score_distribution() (in module causallib.evaluation.plots.plots)
plot_propensity_score_distribution_folds() (in module causallib.evaluation.plots.plots)
plot_residual() (in module causallib.evaluation.plots.plots)
plot_residual_folds() (in module causallib.evaluation.plots.plots)
plot_residuals() (causallib.evaluation.plots.mixins.ContinuousOutcomePlotterMixin method)
plot_roc_curve() (causallib.evaluation.plots.mixins.ClassificationPlotterMixin method)
plot_roc_curve_folds() (in module causallib.evaluation.plots.plots)
plot_weight_distribution() (causallib.evaluation.plots.mixins.WeightPlotterMixin method)
PlotAllMixin (class in causallib.evaluation.plots.mixins)
PopulationOutcomeEstimator (class in causallib.estimation.base_estimator)
predict() (causallib.estimation.rlearner.VotingEstimator method)
(causallib.evaluation.predictor.BasePredictor method)
(causallib.evaluation.predictor.OutcomePredictor method)
(causallib.evaluation.predictor.PropensityPredictor method)
(causallib.evaluation.predictor.WeightPredictor method)
(causallib.survival.univariate_curve_fitter.UnivariateCurveFitter method)
(causallib.survival.UnivariateCurveFitter method)
predict_cv() (in module causallib.evaluation.predictor)
predict_survival_function() (causallib.survival.regression_curve_fitter.RegressionCurveFitter method)
(causallib.survival.RegressionCurveFitter method)
prediction_scores (causallib.evaluation.predictions.PropensityEvaluatorScores attribute)
predictions (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
PropensityEstimator (class in causallib.estimation.base_weight)
PropensityEvaluationResults (class in causallib.evaluation.results)
PropensityEvaluatorScores (class in causallib.evaluation.predictions)
PropensityFeatureStandardization (class in causallib.estimation.doubly_robust)
PropensityMatching (class in causallib.estimation.matching)
PropensityPlotDataExtractor (class in causallib.evaluation.plots.data_extractors)
PropensityPredictions (class in causallib.evaluation.predictions)
PropensityPredictor (class in causallib.evaluation.predictor)
PropensityTransformer (class in causallib.preprocessing.transformers)
R
RecursiveConfounderElimination (class in causallib.preprocessing.confounder_selection)
regress_agg_function (causallib.estimation.matching.Matching attribute)
RegressionCurveFitter (class in causallib.survival)
(class in causallib.survival.regression_curve_fitter)
remove_spurious_cv() (causallib.evaluation.results.EvaluationResults method)
reset_coefficients() (causallib.simulation.CausalSimulator3.CausalSimulator3 method)
RLearner (class in causallib.estimation.rlearner)
robust_lookup() (in module causallib.utils.stat_utils)
S
safe_join() (in module causallib.survival.survival_utils)
sample_weights() (causallib.estimation.tmle.BaseCleverCovariate method)
(causallib.estimation.tmle.CleverCovariateFeatureMatrix method)
(causallib.estimation.tmle.CleverCovariateFeatureVector method)
(causallib.estimation.tmle.CleverCovariateImportanceSamplingMatrix method)
(causallib.estimation.tmle.CleverCovariateImportanceSamplingVector method)
samples_used_ (causallib.estimation.matching.Matching attribute)
score_cv() (in module causallib.evaluation.scoring)
score_estimation() (in module causallib.evaluation.scoring)
select_classifier() (in module causallib.contrib.adversarial_balancing.classifier_selection)
selected_features (causallib.preprocessing.filters.BaseFeatureSelector property)
set_params() (causallib.preprocessing.transformers.MatchingTransformer method)
SharedSparsityConfounderSelection (class in causallib.contrib.shared_sparsity_selection.shared_sparsity_selection)
slope_graph() (in module causallib.evaluation.plots.plots)
SparseFilter (class in causallib.preprocessing.filters)
stabilize_weights() (causallib.estimation.overlap_weights.OverlapWeights method)
Standardization (class in causallib.estimation.standardization)
StandardizedSurvival (class in causallib.survival)
(class in causallib.survival.standardized_survival)
StandardScaler (class in causallib.preprocessing.transformers)
StatisticalFilter (class in causallib.preprocessing.filters)
StratifiedStandardization (class in causallib.estimation.standardization)
SurvivalBase (class in causallib.survival.base_survival)
SurvivalTimeVaryingBase (class in causallib.survival.base_survival)
T
TargetMinMaxScaler (class in causallib.estimation.tmle)
TMLE (class in causallib.estimation.tmle)
to_csv() (causallib.simulation.CausalSimulator3.CausalSimulator3 static method)
track_selected_features() (in module causallib.preprocessing.filters)
transform() (causallib.estimation.tmle.TargetMinMaxScaler method)
(causallib.preprocessing.filters.BaseFeatureSelector method)
(causallib.preprocessing.transformers.Imputer method)
(causallib.preprocessing.transformers.MatchingTransformer method)
(causallib.preprocessing.transformers.MinMaxScaler method)
(causallib.preprocessing.transformers.PropensityTransformer method)
(causallib.preprocessing.transformers.StandardScaler method)
TREATMENT_METHODS (causallib.simulation.CausalSimulator3.CausalSimulator3 attribute)
treatments_ (causallib.estimation.matching.Matching attribute)
treatments_frequency_ (causallib.contrib.adversarial_balancing.adversarial_balancing.AdversarialBalancing attribute)
U
UnivariateAssociationFilter (class in causallib.preprocessing.filters)
UnivariateCurveFitter (class in causallib.survival)
(class in causallib.survival.univariate_curve_fitter)
V
VotingEstimator (class in causallib.estimation.rlearner)
W
WeightedStandardization (class in causallib.estimation.doubly_robust)
WeightedStandardizedSurvival (class in causallib.survival)
(class in causallib.survival.weighted_standardized_survival)
WeightedSurvival (class in causallib.survival)
(class in causallib.survival.weighted_survival)
WeightEstimator (class in causallib.estimation.base_weight)
WeightEvaluationResults (class in causallib.evaluation.results)
WeightPlotDataExtractor (class in causallib.evaluation.plots.data_extractors)
WeightPlotterMixin (class in causallib.evaluation.plots.mixins)
WeightPredictions (class in causallib.evaluation.predictions)
WeightPredictor (class in causallib.evaluation.predictor)
which_columns_are_binary() (in module causallib.utils.stat_utils)
X
X (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
XLearner (class in causallib.estimation.xlearner)
Y
y (causallib.evaluation.results.BinaryOutcomeEvaluationResults attribute)
(causallib.evaluation.results.ContinuousOutcomeEvaluationResults attribute)
(causallib.evaluation.results.EvaluationResults attribute)
(causallib.evaluation.results.PropensityEvaluationResults attribute)
(causallib.evaluation.results.WeightEvaluationResults attribute)
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