Delicatessen
Delicatessen: the Python one-stop sandwich (variance) shop π₯ͺ
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- bug_report.md
- config.yml
- ee_request.md
- feature_request.md
- python-package.yml
- __init__.py
- basic.py
- causal.py
- measurement.py
- pharmacokinetics.py
- processing.py
- regression.py
- survival.py
- __init__.py
- data.py
- derivative.py
- errors.py
- estimation.py
- helper.py
- sandwich.py
- utilities.py
- version.py
- Agresti-Crime.ipynb
- Ash-JCheminform-2022.ipynb
- Bonate-Pharmaco.ipynb
- Boos-Stefanski-Ch7.ipynb
- CanadianWeather-FDA.ipynb
- ClusteredData.ipynb
- Coffman-2021.ipynb
- Colditz1994.ipynb
- Cole-AJE-2022.ipynb
- Cole-AJE-2023.ipynb
- Cole-EPID-2023.ipynb
- Collett-Survival.ipynb
- DingCausalBook.ipynb
- FishingDemand.ipynb
- Generalized-Additive-Model.ipynb
- GMM-OverID.ipynb
- Hernan-Robins-2023.ipynb
- HubbleConstant.ipynb
- index.rst
- LifeScienceExamples.ipynb
- Michelson1882.ipynb
- Morris-Trials-2022.ipynb
- Mroz-1987.ipynb
- Richardson-AJE-2023.ipynb
- Ross-IJE-2024.ipynb
- SDSS-Quasar.ipynb
- Spielman1993.ipynb
- Treloar1974.ipynb
- Warfarin-PK.ipynb
- Weir1996.ipynb
- Zivich-CBands.ipynb
- Zivich-PLogit.ipynb
- delicatessen_header.png
- ee_builtin_aipw.PNG
- ee_builtin_gcomp1.PNG
- ee_builtin_gcomp2.PNG
- ee_builtin_ipw.PNG
- ee_example_delta.PNG
- ee_example_instru1.PNG
- ee_example_instru2.PNG
- ee_example_mean.PNG
- ee_example_pmd.PNG
- ee_example_quantile.PNG
- ee_example_ratio1.PNG
- ee_example_ratio2.PNG
- ee_example_reg.PNG
- ee_example_rmean.PNG
- ee_example_robustreg.PNG
- robust_loss.png
- delicatessen.derivative.approx_differentiation.rst
- delicatessen.derivative.auto_differentiation.rst
- delicatessen.estimating_equations.basic.ee_mean.rst
- delicatessen.estimating_equations.basic.ee_mean_geometric.rst
- delicatessen.estimating_equations.basic.ee_mean_robust.rst
- delicatessen.estimating_equations.basic.ee_mean_variance.rst
- delicatessen.estimating_equations.basic.ee_meta_random.rst
- delicatessen.estimating_equations.basic.ee_percentile.rst
- delicatessen.estimating_equations.basic.ee_positive_mean_deviation.rst
- delicatessen.estimating_equations.causal.ee_2sls.rst
- delicatessen.estimating_equations.causal.ee_aipw.rst
- delicatessen.estimating_equations.causal.ee_gestimation_snmm.rst
- delicatessen.estimating_equations.causal.ee_gestimation_snmm_iv.rst
- delicatessen.estimating_equations.causal.ee_gformula.rst
- delicatessen.estimating_equations.causal.ee_ipw.rst
- delicatessen.estimating_equations.causal.ee_ipw_cbps.rst
- delicatessen.estimating_equations.causal.ee_ipw_msm.rst
- delicatessen.estimating_equations.causal.ee_iv_causal.rst
- delicatessen.estimating_equations.causal.ee_mean_sensitivity_analysis.rst
- delicatessen.estimating_equations.measurement.ee_regression_calibration.rst
- delicatessen.estimating_equations.measurement.ee_rogan_gladen.rst
- delicatessen.estimating_equations.measurement.ee_rogan_gladen_extended.rst
- delicatessen.estimating_equations.pharmacokinetics.ee_emax.rst
- delicatessen.estimating_equations.pharmacokinetics.ee_emax_ed.rst
- delicatessen.estimating_equations.pharmacokinetics.ee_loglogistic.rst
- delicatessen.estimating_equations.pharmacokinetics.ee_loglogistic_ed.rst
- delicatessen.estimating_equations.regression.ee_additive_regression.rst
- delicatessen.estimating_equations.regression.ee_beta_regression.rst
- delicatessen.estimating_equations.regression.ee_bridge_regression.rst
- delicatessen.estimating_equations.regression.ee_cbps.rst
- delicatessen.estimating_equations.regression.ee_dlasso_regression.rst
- delicatessen.estimating_equations.regression.ee_elasticnet_regression.rst
- delicatessen.estimating_equations.regression.ee_expectile_regression.rst
- delicatessen.estimating_equations.regression.ee_glm.rst
- delicatessen.estimating_equations.regression.ee_lasso_regression.rst
- delicatessen.estimating_equations.regression.ee_meta_regression.rst
- delicatessen.estimating_equations.regression.ee_mlogit.rst
- delicatessen.estimating_equations.regression.ee_regression.rst
- delicatessen.estimating_equations.regression.ee_ridge_regression.rst
- delicatessen.estimating_equations.regression.ee_robust_regression.rst
- delicatessen.estimating_equations.regression.ee_tobit.rst
- delicatessen.estimating_equations.survival.ee_aft.rst
- delicatessen.estimating_equations.survival.ee_plogit.rst
- delicatessen.estimating_equations.survival.ee_survival_model.rst
- delicatessen.sandwich.compute_sandwich.rst
- delicatessen.sandwich.delta_method.rst
- delicatessen.utilities.additive_design_matrix.rst
- delicatessen.utilities.aft_predictions_function.rst
- delicatessen.utilities.aft_predictions_individual.rst
- delicatessen.utilities.aggregate_efuncs.rst
- delicatessen.utilities.digamma.rst
- delicatessen.utilities.identity.rst
- delicatessen.utilities.inverse_logit.rst
- delicatessen.utilities.logit.rst
- delicatessen.utilities.plogit_predict.rst
- delicatessen.utilities.polygamma.rst
- delicatessen.utilities.regression_predictions.rst
- delicatessen.utilities.robust_loss_functions.rst
- delicatessen.utilities.spline.rst
- delicatessen.utilities.standard_normal_cdf.rst
- delicatessen.utilities.standard_normal_pdf.rst
- Estimating Equations.rst
- GMM-Estimator.rst
- index.rst
- M-Estimator.rst
- Utilities.rst
- Basics.rst
- conf.py
- Custom-EE.ipynb
- generate_plots.py
- index.rst
- Makefile
- Optimization Advice.rst
- requirements.txt
- test_data.py
- test_differentiation.py
- test_ee_basic.py
- test_ee_causal.py
- test_ee_measurement.py
- test_ee_pharmaco.py
- test_ee_regression.py
- test_ee_survival.py
- test_GMMEstimation.py
- test_helper.py
- test_MEstimation.py
- test_MEstimation_examples.py
- test_sandwich.py
- test_utilities.py
- .gitignore
- .readthedocs.yaml
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- LICENSE
- README.md
- setup.cfg
- setup.py
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