MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

Canonical link: https://rscholar.com/pkg/MatchIt

Daniel Ho • Kosuke Imai • Gary King • Elizabeth Stuart • Alex Whitworth • Noah Greifer • View description and downloads View dependencies GitHub project

2005 Published

4.6.0 Version

0 Citations

6 Authors

Referenced by ⇅	Year
CBPS: Covariate Balancing Propensity Score (Version 0.23)	2012
EpiForsk: Code Sharing at the Department of Epidemiological Research at Statens Serum Institut (Version 0.1.1)	2023
MatchThem: Matching and Weighting Multiply Imputed Datasets (Version 1.2.1)	2019
PSAboot: Bootstrapping for Propensity Score Analysis (Version 1.3.8)	2013
RCTrep: Validation of Estimates of Treatment Effects in Observational Data (Version 1.2.0)	2023
causalBatch: Causal Batch Effects (Version 1.2.0)	2024
cem: Coarsened Exact Matching (Version 1.1.31)	2008
clarify: Simulation-Based Inference for Regression Models (Version 0.2.1)	2023
cobalt: Covariate Balance Tables and Plots (Version 4.5.5)	2016
jointVIP: Prioritize Variables with Joint Variable Importance Plot in Observational Study Design (Version 1.0.0)	2022
jsmodule: 'RStudio' Addins and 'Shiny' Modules for Medical Research (Version 1.6.0)	2019
lmw: Linear Model Weights (Version 0.0.2)	2023
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.24.0)	2021
netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks (Version 1.22.6)	2016
psBayesborrow: Bayesian Information Borrowing with Propensity Score Matching (Version 1.1.0)	2024
psborrow: Bayesian Dynamic Borrowing with Propensity Score (Version 0.2.1)	2021
psborrow2: Bayesian Dynamic Borrowing Analysis and Simulation (Version 0.0.3.4)	2024
sim.BA: Simulation-Based Bias Analysis for Observational Studies (Version 0.1.0)	2024
sitepickR: Two-Level Sample Selection with Optimal Site Replacement (Version 0.0.1)	2022
table1: Tables of Descriptive Statistics in HTML (Version 1.4.3)	2018
tidysmd: Tidy Standardized Mean Differences (Version 0.2.0)	2021
vaccineff: Estimate Vaccine Effectiveness Based on Different Study Designs (Version 1.0.0)	2024

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