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GitHub topics: propensity-scores

jbryer/psa

Propensity Score Analysis with R

Language: R - Size: 639 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 88 - Forks: 47

ncn-foreigners/nonprobsvy

An R package for modern methods for non-probability samples

Language: R - Size: 50.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 48 - Forks: 5

ngreifer/cobalt

Covariate Balance Tables and Plots - An R package for assessing covariate balance

Language: R - Size: 149 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 76 - Forks: 13

RTIInternational/rollmatch

Rolling Entry Matching R Package

Language: R - Size: 107 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 2

ngreifer/WeightIt

WeightIt: an R package for propensity score weighting

Language: R - Size: 14.1 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 112 - Forks: 19

Minyus/causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

Language: Python - Size: 5.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 348 - Forks: 43

osmanmahic/Time-varying-propensity-scores-in-SCMMs

A GEE approach to time-varying treatment effects

Size: 2.93 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

gregridgeway/fastDR

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

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

raos-projects/causal-inference-workshop-2024

Lecture slides, video recordings, and coding exercises from the 2024 Northwestern University Causal Inference Workshop. This repository is not affiliated with Northwestern University or the workshop.

Language: Stata - Size: 120 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

AlbertoCalore/MARMoT

This R package contains a function to apply MARMoT balancing technique, a function for computing the Deloof's approximation of the average rank (and also a parallelized version) and a function to compute the Absolute Standardized Bias.

Language: R - Size: 144 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

kaz-yos/mw

Simulation scripts for matching weights in three-group studies (Epidemiology 2017)

Language: HTML - Size: 76.3 MB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 3

thierry-wendling/causal-inference

Language: R - Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

osofr/stremr

Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data

Language: R - Size: 4.97 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 8

ngreifer/optweight

R package for estimating balancing weights using optimization

Language: R - Size: 604 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

arlionn/propensity-score-matching-in-stata Fork of thomasgstewart/propensity-score-matching-in-stata

use datasets of Cattaneo (2010) to perform PSM in stata

Language: Jupyter Notebook - Size: 1.4 MB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 1

ehsanx/PS-survey

Propensity scores in complex surveys

Language: JavaScript - Size: 4.29 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

kkranker/psweight

IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)

Language: Stata - Size: 250 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

jbetz-jhu/CovariateAdjustmentTutorial

Tutorials illustrating the use of baseline information to conduct more efficient randomized trials

Language: HTML - Size: 5.36 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

AndreaHobby/Programming-with-SAS

A list of resources to learn programming in SAS

Size: 40 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

ehsanx/SARGC-TIMethods

TI Methods Speaker Series in collaboration with the Student and Recent Graduate Committee (SARGC) of the Statistical Society of Canada.

Language: HTML - Size: 22.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

Bharath25191/Development

Machine Learning (Python)

Language: Jupyter Notebook - Size: 978 KB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 3 - Forks: 4

priism-center/ihdp

Propensity score analyses of IHDP data for new Gelman, Hill, Vehtari text

Language: HTML - Size: 24.6 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0