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CausalPy 0.3.1
Knowledge base
API
How-to
About PyMC Labs
Knowledge base
API
How-to
About PyMC Labs
Section Navigation
data
datasets
load_data
simulate_data
create_series
generate_ancova_data
generate_did
generate_geolift_data
generate_multicell_geolift_data
generate_regression_discontinuity_data
generate_seasonality
generate_synthetic_control_data
generate_time_series_data
generate_time_series_data_seasonal
generate_time_series_data_simple
periodic_kernel
pymc_experiments
DifferenceInDifferences
DifferenceInDifferences.__init__
DifferenceInDifferences.plot
DifferenceInDifferences.print_coefficients
DifferenceInDifferences.summary
ExperimentalDesign
ExperimentalDesign.__init__
ExperimentalDesign.print_coefficients
InstrumentalVariable
InstrumentalVariable.__init__
InstrumentalVariable.get_2SLS_fit
InstrumentalVariable.get_naive_OLS_fit
InstrumentalVariable.print_coefficients
InterruptedTimeSeries
InterruptedTimeSeries.__init__
InterruptedTimeSeries.plot
InterruptedTimeSeries.print_coefficients
InterruptedTimeSeries.summary
InversePropensityWeighting
InversePropensityWeighting.__init__
InversePropensityWeighting.get_ate
InversePropensityWeighting.make_doubly_robust_adjustment
InversePropensityWeighting.make_overlap_adjustments
InversePropensityWeighting.make_raw_adjustments
InversePropensityWeighting.make_robust_adjustments
InversePropensityWeighting.plot_ATE
InversePropensityWeighting.plot_balance_ecdf
InversePropensityWeighting.print_coefficients
InversePropensityWeighting.weighted_percentile
PrePostFit
PrePostFit.__init__
PrePostFit.plot
PrePostFit.print_coefficients
PrePostFit.summary
PrePostNEGD
PrePostNEGD.__init__
PrePostNEGD.plot
PrePostNEGD.print_coefficients
PrePostNEGD.summary
RegressionDiscontinuity
RegressionDiscontinuity.__init__
RegressionDiscontinuity.plot
RegressionDiscontinuity.print_coefficients
RegressionDiscontinuity.summary
RegressionKink
RegressionKink.__init__
RegressionKink.plot
RegressionKink.print_coefficients
RegressionKink.summary
SyntheticControl
SyntheticControl.__init__
SyntheticControl.plot
SyntheticControl.print_coefficients
SyntheticControl.summary
pymc_models
InstrumentalVariableRegression
InstrumentalVariableRegression.__init__
InstrumentalVariableRegression.add_coord
InstrumentalVariableRegression.add_coords
InstrumentalVariableRegression.add_named_variable
InstrumentalVariableRegression.build_model
InstrumentalVariableRegression.check_start_vals
InstrumentalVariableRegression.compile_d2logp
InstrumentalVariableRegression.compile_dlogp
InstrumentalVariableRegression.compile_fn
InstrumentalVariableRegression.compile_logp
InstrumentalVariableRegression.create_value_var
InstrumentalVariableRegression.d2logp
InstrumentalVariableRegression.debug
InstrumentalVariableRegression.dlogp
InstrumentalVariableRegression.eval_rv_shapes
InstrumentalVariableRegression.fit
InstrumentalVariableRegression.initial_point
InstrumentalVariableRegression.logp
InstrumentalVariableRegression.logp_dlogp_function
InstrumentalVariableRegression.make_obs_var
InstrumentalVariableRegression.name_for
InstrumentalVariableRegression.name_of
InstrumentalVariableRegression.point_logps
InstrumentalVariableRegression.predict
InstrumentalVariableRegression.profile
InstrumentalVariableRegression.register_data_var
InstrumentalVariableRegression.register_rv
InstrumentalVariableRegression.replace_rvs_by_values
InstrumentalVariableRegression.sample_predictive_distribution
InstrumentalVariableRegression.score
InstrumentalVariableRegression.set_data
InstrumentalVariableRegression.set_dim
InstrumentalVariableRegression.set_initval
InstrumentalVariableRegression.shape_from_dims
InstrumentalVariableRegression.to_graphviz
InstrumentalVariableRegression.update_start_vals
LinearRegression
LinearRegression.__init__
LinearRegression.add_coord
LinearRegression.add_coords
LinearRegression.add_named_variable
LinearRegression.build_model
LinearRegression.check_start_vals
LinearRegression.compile_d2logp
LinearRegression.compile_dlogp
LinearRegression.compile_fn
LinearRegression.compile_logp
LinearRegression.create_value_var
LinearRegression.d2logp
LinearRegression.debug
LinearRegression.dlogp
LinearRegression.eval_rv_shapes
LinearRegression.fit
LinearRegression.initial_point
LinearRegression.logp
LinearRegression.logp_dlogp_function
LinearRegression.make_obs_var
LinearRegression.name_for
LinearRegression.name_of
LinearRegression.point_logps
LinearRegression.predict
LinearRegression.profile
LinearRegression.register_data_var
LinearRegression.register_rv
LinearRegression.replace_rvs_by_values
LinearRegression.score
LinearRegression.set_data
LinearRegression.set_dim
LinearRegression.set_initval
LinearRegression.shape_from_dims
LinearRegression.to_graphviz
LinearRegression.update_start_vals
ModelBuilder
ModelBuilder.__init__
ModelBuilder.add_coord
ModelBuilder.add_coords
ModelBuilder.add_named_variable
ModelBuilder.build_model
ModelBuilder.check_start_vals
ModelBuilder.compile_d2logp
ModelBuilder.compile_dlogp
ModelBuilder.compile_fn
ModelBuilder.compile_logp
ModelBuilder.create_value_var
ModelBuilder.d2logp
ModelBuilder.debug
ModelBuilder.dlogp
ModelBuilder.eval_rv_shapes
ModelBuilder.fit
ModelBuilder.initial_point
ModelBuilder.logp
ModelBuilder.logp_dlogp_function
ModelBuilder.make_obs_var
ModelBuilder.name_for
ModelBuilder.name_of
ModelBuilder.point_logps
ModelBuilder.predict
ModelBuilder.profile
ModelBuilder.register_data_var
ModelBuilder.register_rv
ModelBuilder.replace_rvs_by_values
ModelBuilder.score
ModelBuilder.set_data
ModelBuilder.set_dim
ModelBuilder.set_initval
ModelBuilder.shape_from_dims
ModelBuilder.to_graphviz
ModelBuilder.update_start_vals
PropensityScore
PropensityScore.__init__
PropensityScore.add_coord
PropensityScore.add_coords
PropensityScore.add_named_variable
PropensityScore.build_model
PropensityScore.check_start_vals
PropensityScore.compile_d2logp
PropensityScore.compile_dlogp
PropensityScore.compile_fn
PropensityScore.compile_logp
PropensityScore.create_value_var
PropensityScore.d2logp
PropensityScore.debug
PropensityScore.dlogp
PropensityScore.eval_rv_shapes
PropensityScore.fit
PropensityScore.initial_point
PropensityScore.logp
PropensityScore.logp_dlogp_function
PropensityScore.make_obs_var
PropensityScore.name_for
PropensityScore.name_of
PropensityScore.point_logps
PropensityScore.predict
PropensityScore.profile
PropensityScore.register_data_var
PropensityScore.register_rv
PropensityScore.replace_rvs_by_values
PropensityScore.score
PropensityScore.set_data
PropensityScore.set_dim
PropensityScore.set_initval
PropensityScore.shape_from_dims
PropensityScore.to_graphviz
PropensityScore.update_start_vals
WeightedSumFitter
WeightedSumFitter.__init__
WeightedSumFitter.add_coord
WeightedSumFitter.add_coords
WeightedSumFitter.add_named_variable
WeightedSumFitter.build_model
WeightedSumFitter.check_start_vals
WeightedSumFitter.compile_d2logp
WeightedSumFitter.compile_dlogp
WeightedSumFitter.compile_fn
WeightedSumFitter.compile_logp
WeightedSumFitter.create_value_var
WeightedSumFitter.d2logp
WeightedSumFitter.debug
WeightedSumFitter.dlogp
WeightedSumFitter.eval_rv_shapes
WeightedSumFitter.fit
WeightedSumFitter.initial_point
WeightedSumFitter.logp
WeightedSumFitter.logp_dlogp_function
WeightedSumFitter.make_obs_var
WeightedSumFitter.name_for
WeightedSumFitter.name_of
WeightedSumFitter.point_logps
WeightedSumFitter.predict
WeightedSumFitter.profile
WeightedSumFitter.register_data_var
WeightedSumFitter.register_rv
WeightedSumFitter.replace_rvs_by_values
WeightedSumFitter.score
WeightedSumFitter.set_data
WeightedSumFitter.set_dim
WeightedSumFitter.set_initval
WeightedSumFitter.shape_from_dims
WeightedSumFitter.to_graphviz
WeightedSumFitter.update_start_vals
skl_experiments
DifferenceInDifferences
DifferenceInDifferences.__init__
DifferenceInDifferences.plot
DifferenceInDifferences.print_coefficients
DifferenceInDifferences.summary
ExperimentalDesign
ExperimentalDesign.__init__
ExperimentalDesign.print_coefficients
InterruptedTimeSeries
InterruptedTimeSeries.__init__
InterruptedTimeSeries.get_coeffs
InterruptedTimeSeries.plot
InterruptedTimeSeries.plot_coeffs
InterruptedTimeSeries.print_coefficients
InterruptedTimeSeries.summary
PrePostFit
PrePostFit.__init__
PrePostFit.get_coeffs
PrePostFit.plot
PrePostFit.plot_coeffs
PrePostFit.print_coefficients
PrePostFit.summary
RegressionDiscontinuity
RegressionDiscontinuity.__init__
RegressionDiscontinuity.plot
RegressionDiscontinuity.print_coefficients
RegressionDiscontinuity.summary
SyntheticControl
SyntheticControl.__init__
SyntheticControl.get_coeffs
SyntheticControl.plot
SyntheticControl.plot_coeffs
SyntheticControl.print_coefficients
SyntheticControl.summary
skl_models
WeightedProportion
WeightedProportion.__init__
WeightedProportion.fit
WeightedProportion.get_metadata_routing
WeightedProportion.get_params
WeightedProportion.loss
WeightedProportion.predict
WeightedProportion.score
WeightedProportion.set_params
WeightedProportion.set_score_request
API
WeightedProportion
WeightedProp...
WeightedProportion.__init__
#
WeightedProportion.
__init__
(
*
args
,
**
kwargs
)
#
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WeightedProportion.__init__()
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