propensity-scores
Here are 24 public repositories matching this topic...
CausalLift: Python package for causality-based Uplift Modeling in real-world business
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May 13, 2023 - Python
WeightIt: an R package for propensity score weighting
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Nov 4, 2024 - R
Covariate Balance Tables and Plots - An R package for assessing covariate balance
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Apr 6, 2024 - R
Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
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Mar 28, 2024 - R
Machine Learning (Python)
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Feb 13, 2017 - Jupyter Notebook
Simulation scripts for matching weights in three-group studies (Epidemiology 2017)
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Feb 24, 2017 - HTML
Comparison of different methods for adjusting for confounding in a Cox regression using simulated data in stata
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Aug 25, 2022 - Stata
Rolling Entry Matching R Package
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Feb 12, 2024 - R
IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)
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Sep 29, 2023 - Stata
TI Methods Speaker Series in collaboration with the Student and Recent Graduate Committee (SARGC) of the Statistical Society of Canada.
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Oct 24, 2020 - HTML
R package for estimating balancing weights using optimization
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Oct 28, 2022 - R
A list of resources to learn programming in SAS
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Dec 16, 2019
use datasets of Cattaneo (2010) to perform PSM in stata
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Sep 27, 2016 - Jupyter Notebook
In this project, the causal effect of working overtime on attrition for a sample of IBM employees has been analyzed
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Mar 17, 2019
R package for fast and easy doubly robust estimation of treatments effects
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Nov 6, 2024 - R
Tutorials illustrating the use of baseline information to conduct more efficient randomized trials
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Mar 19, 2023 - HTML
Analysis of Airbnb Pricing in New York City
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Dec 11, 2021 - Jupyter Notebook
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Aug 29, 2017 - R
Propensity score analyses of IHDP data for new Gelman, Hill, Vehtari text
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Sep 11, 2019 - HTML
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