doubly-robust

There are 0 repository under doubly-robust topic.

banditml / offline-policy-evaluation
Implementations and examples of common offline policy evaluation methods in Python.
importance-sampling counterfactual-learning off-policy-evaluation offline-policy-evaluation doubly-robust counterfactual-policy-evaluation
Language:Python 219
dscolby / CausalELM.jl
Taking causal inference to the extreme!
causal-inference causal-machine-learning extreme-learning-machine g-computation interrupted-time-series metalearning observational-studies quasi-experimental assumption-check double-machine-learning nonparametric-model sensitivity-analysis metalearner debiased-machine-learning r-learning s-learner t-learner x-learner doubly-robust
Language:Julia 23
lmtp-tutorial
kathoffman / lmtp-tutorial
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)
causal-inference doubly-robust lmtp machine-learning statistical-analysis superlearner time-varying
Language:R 21
gregridgeway / fastDR
R package for fast and easy doubly robust estimation of treatments effects
causal-inference propensity-scores doubly-robust treatments-effects
Language:R 6
AB20CS / Missing-Data-Project
An evaluation of the suboptimality of various imputation methods when applied to handle various mechanisms of missingness
causal-inference missing-data doubly-robust imputation-methods probabilistic-learning variational-autoencoder variational-inference
Language:Python 1
shantanu-ai / DR-VIDAL-AMIA-22
Official repository of DR-VIDAL - accepted in AMIA' 22 (Oral)
causal-inference causality deep-learning doubly-robust gan ihdp individual-treatment-effects information-theory jobs pytorch vae
Language:Python 1
CovariateAdjustment / covariateadjustment.github.io
Covariate Adjustment in Randomized Trials
ab-testing causal-inference clinical-trials covariate-adjustment doubly-robust group-sequential-designs information-adaptive-designs r randomized-trials
Language:HTML 0
yjchoe / ComparingAbstainingClassifiers
Code accompanying our NeurIPS 2023 paper, Counterfactually Comparing Abstaining Classifiers.
causal-inference doubly-robust python abstaining-classifiers machine-learning
Language:Jupyter Notebook 0
benkeser / intermed
Nonparametric estimators of mediation effects with multiple mediators
mediation causal-inference super-learner doubly-robust
Language:R