CausalPy
A Python package for causal inference in quasi-experimental settings
파일 탐색기
최종 버전 다운로드 (.zip)- SKILL.md
- bug-report.md
- issue-creation.md
- issue-evaluation.md
- parent-child-issues.md
- SKILL.md
- SKILL.md
- committing.md
- issue-to-pr.md
- prek.md
- SKILL.md
- SKILL.md
- make-plan.md
- research.md
- SKILL.md
- code-patterns.md
- docs-patterns.md
- maintenance.md
- pr-type-bug-fixes.md
- pr-type-data-datasets.md
- pr-type-docs-notebooks.md
- pr-type-features.md
- pr-type-refactors.md
- pr-type-tests-ci-infra.md
- review-comments.md
- review-patterns.md
- workflow.md
- SKILL.md
- best_practices.md
- SKILL.md
- ci-failure-investigator.md
- merge-conflict-analyst.md
- basic.mdc
- ci.yml
- contributors.yml
- pr-issue-label-sync.yml
- release.yml
- test_notebook.yml
- uml.yml
- welcome.yml
- zizmor.yml
- dependabot.yml
- release.yml
- __init__.py
- bandwidth.py
- base.py
- convex_hull.py
- leave_one_out.py
- mccrary.py
- outcome_falsification.py
- persistence.py
- placebo_in_space.py
- placebo_in_time.py
- pre_treatment_placebo.py
- prior_sensitivity.py
- __init__.py
- AJR2001.csv
- banks.csv
- california_prop99.csv
- data_nevo.csv
- datasets.py
- deaths_and_temps_england_wales.csv
- drinking.csv
- GDP_in_dollars_billions.csv
- lalonde.csv
- nets_df.csv
- nhefs.csv
- PISA18sampleScale.csv
- schoolingReturns.csv
- simulate_data.py
- zipcodes_data.csv
- __init__.py
- base.py
- diff_in_diff.py
- instrumental_variable.py
- interrupted_time_series.py
- inverse_propensity_weighting.py
- model_adapter.py
- panel_regression.py
- piecewise_its.py
- prepostnegd.py
- regression_discontinuity.py
- regression_kink.py
- staggered_did.py
- synthetic_control.py
- synthetic_difference_in_differences.py
- counterfactual_analysis.md
- falsification_tests.md
- threat_catalog.md
- SKILL.md
- did_vs_staggered_vs_panel.md
- ipw_vs_iv_vs_panel.md
- its_vs_piecewise_its.md
- its_vs_sc_vs_did.md
- prepostnegd_vs_did.md
- sc_vs_sdid.md
- decision_tree.md
- experiment_decision_guide.md
- method_capability_matrix.md
- not_in_causalpy.md
- triggers.md
- SKILL.md
- SKILL.md
- custom_priors.md
- diff_in_diff.md
- instrumental_variable.md
- interrupted_time_series.md
- inverse_propensity_weighting.md
- panel_regression.md
- piecewise_its.md
- prepostnegd.md
- regression_discontinuity.md
- regression_kink.md
- staggered_did.md
- synthetic_control.md
- synthetic_difference_in_differences.md
- SKILL.md
- placebo_in_time.md
- SKILL.md
- __init__.py
- README.md
- __init__.py
- estimate_effect.py
- report.py
- sensitivity.py
- report.html
- __init__.py
- conftest.py
- test_base_experiment_abc.py
- test_check_architecture_inventory.py
- test_check_public_exports.py
- test_coefficient_contract.py
- test_cross_cutting_checks.py
- test_custom_exceptions.py
- test_data_loading.py
- test_date_utils.py
- test_default_models.py
- test_deprecated_design_aliases.py
- test_formula_datetime_encoding.py
- test_generate_gallery.py
- test_generate_report.py
- test_hdi_prob_defaults.py
- test_hdi_prob_wiring.py
- test_input_validation.py
- test_instrumental_variable.py
- test_integration_its_new_timeseries.py
- test_integration_pymc_examples.py
- test_integration_skl_examples.py
- test_ipw_extreme_ps.py
- test_ipw_get_ate.py
- test_its_effect_summary.py
- test_maketables_plugin.py
- test_method_specific_checks.py
- test_misc.py
- test_model_adapter.py
- test_model_adapter_normalization.py
- test_model_experiment_compatability.py
- test_notebook_validation.py
- test_outcome_falsification.py
- test_panel_regression.py
- test_piecewise_its.py
- test_pipeline.py
- test_placebo_in_time.py
- test_plot_show_parameter.py
- test_plot_utils.py
- test_prediction_contract.py
- test_public_plot_signatures.py
- test_pymc_forecast_adapter.py
- test_pymc_models.py
- test_pymc_models_compat.py
- test_rediraffe_redirects.py
- test_reporting.py
- test_score_contract.py
- test_sdid_helpers.py
- test_sensitivity_container.py
- test_sklearn_clone_fit_intercept.py
- test_staggered_did.py
- test_synthetic_data.py
- test_three_period_its.py
- test_timeseries_model_coverage.py
- test_utils.py
- test_validate_docstring_lists.py
- test_variable_selection_priors.py
- __init__.py
- constants.py
- custom_exceptions.py
- date_utils.py
- formula_utils.py
- maketables_adapters.py
- pipeline.py
- plot_utils.py
- pymc_forecast_models.py
- pymc_models.py
- reporting.py
- skl_models.py
- transforms.py
- utils.py
- variable_selection_priors.py
- version.py
- its_pymc copy.ipynb
- test_notebook.ipynb
- codespell-whitelist.txt
- notebook_to_markdown.py
- test_notebook_to_markdown.py
- classes.png
- contributors.json
- contributors.svg
- favicon_logo.png
- flat_logo.png
- flat_logo_darkmode.png
- forwards_backwards.png
- gallery.css
- iv_reg1.png
- iv_reg2.png
- JOINT_DAG.png
- logo.png
- packages.png
- potential_outcomes.png
- probabilistic_intervention_fix.png
- pymc-labs-log.png
- base.rst
- class.rst
- method.rst
- module.rst
- index.md
- causal_video_resources.md
- causal_written_resources.md
- custom_pymc_models.ipynb
- design_notation.md
- estimands.md
- glossary.rst
- index.md
- prediction-contract.md
- quasi_dags.ipynb
- reporting_statistics.md
- structural_causal_models.ipynb
- ancova-pymc.ipynb
- difference-in-differences-banks-pymc.ipynb
- difference-in-differences-pymc.ipynb
- difference-in-differences-sklearn.ipynb
- gallery.yaml
- geolift-single-cell.ipynb
- geolift.csv
- index.md
- instrumental-variables-pymc.ipynb
- instrumental-variables-variable-selection-priors.ipynb
- instrumental-variables-weak-instruments.ipynb
- interrupted-time-series-causalpy-vs-causalimpact.ipynb
- interrupted-time-series-comparative-pymc.ipynb
- interrupted-time-series-covid.ipynb
- interrupted-time-series-lift-test.ipynb
- interrupted-time-series-placebo-in-time-analysis.ipynb
- interrupted-time-series-post-intervention-analysis.ipynb
- interrupted-time-series-pymc.ipynb
- interrupted-time-series-sklearn.ipynb
- inverse-propensity-latent.ipynb
- inverse-propensity-pymc.ipynb
- multi-cell-geolift.ipynb
- panel-fixed-effects.ipynb
- piecewise-interrupted-time-series-pymc.ipynb
- pipeline-workflow.ipynb
- regression-discontinuity-donut-pymc.ipynb
- regression-discontinuity-drinking-pymc.ipynb
- regression-discontinuity-drinking-sklearn.ipynb
- regression-discontinuity-pymc.ipynb
- regression-discontinuity-sklearn.ipynb
- regression-kink-pymc.ipynb
- reporting-demo.ipynb
- sensitivity_checks.md
- staggered-difference-in-differences-pymc.ipynb
- synthetic-control-brexit-pymc.ipynb
- synthetic-control-pymc.ipynb
- synthetic-control-sklearn.ipynb
- synthetic-difference-in-differences-pymc.ipynb
- conf.py
- index.md
- references.bib
- robots.txt
- make.bat
- injected.py
- README.md
- runner.py
- skip_notebooks.yml
- _ast_introspection.py
- check_architecture_inventory.py
- check_public_exports.py
- check_rediraffe_redirects.py
- generate_gallery.py
- generate_plots.py
- validate_docstring_lists.py
- validate_notebooks.py
- .gitignore
- .pre-commit-config.yaml
- .readthedocs.yaml
- AGENTS.md
- ARCHITECTURE.md
- codecov.yml
- CONTRIBUTING.md
- environment.yml
- LICENSE
- Makefile
- pyproject.toml
- README.md
// repository documentation
Was this content helpful?
(0 ratings)