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GitHub topics: doubly-robust

dscolby/CausalELM.jl

Taking causal inference to the extreme!

Language: Julia - Size: 3.17 MB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 28 - Forks: 1

banditml/offline-policy-evaluation

Implementations and examples of common offline policy evaluation methods in Python.

Language: Python - Size: 1.17 MB - Last synced at: 24 days ago - Pushed at: about 2 years ago - Stars: 222 - Forks: 25

gregridgeway/fastDR

R package for fast and easy doubly robust estimation of treatments effects

Language: R - Size: 72.3 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 1

CovariateAdjustment/covariateadjustment.github.io

Covariate Adjustment in Randomized Trials

Language: HTML - Size: 11.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AB20CS/Missing-Data-Project

An evaluation of the suboptimality of various imputation methods when applied to handle various mechanisms of missingness

Language: Python - Size: 97.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

yjchoe/ComparingAbstainingClassifiers

Code accompanying our NeurIPS 2023 paper, Counterfactually Comparing Abstaining Classifiers.

Language: Jupyter Notebook - Size: 2.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

shantanu-ai/DR-VIDAL-AMIA-22

Official repository of DR-VIDAL - accepted in AMIA' 22 (Oral)

Language: Python - Size: 34.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

benkeser/intermed

Nonparametric estimators of mediation effects with multiple mediators

Language: R - Size: 967 KB - Last synced at: 26 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0