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ate

Non-parametric estimation and inference for average treatment effects based on covariate balancing.

bcf

Bayesian Causal Forests

causal-webinar-11-1-18

Files for "Contemporary Methods in Causal Inference for Program Evaluation" webinar given 11/1/18

clarify

clarify: Simulation-Based Inference for Regression Models

cobalt

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

devmsms

Tools for using marginal structural models (MSMs) to answer developmental questions

easystats

:milky_way: The R easystats-project

eepd

energybalance

Functions for distribution matching using energy balancing weights

evophylo

A package for Tiago Simoes implementing data processing steps for the analysis of phylogenetic data

fwb

fwb: Fractional Weighted Bootstrap

legislators

tools to detect names of U.S. legislators in messy text

lmw

lmw: Linear Model Weights

marginaleffects

An R package to compute marginal effects, adjusted predictions, contrasts, and marginal means for a wide variety of models

matchingfrontier

Optimal pruning for imbalance minimization in causal inference

matchit

R package MatchIt

matchthem

Matching Multiply Imputed Datasets

mnp

R package for fitting multinomial probit models using Markov chain Monte Carlo

morphoscape

Morphoscape: An R package for the contruction and analysis of adaptive landscapes

mvtboost

Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.

netlit

a package to aid literature reviews with network analysis in R

netmix

NetMix: Mixed-membership network regression models

ngreifer.github.io

optweight

R package for estimating balancing weights using optimization

ps-tutorial

ps-tutorial-book

rd2roxygen

Convert Rd to roxygen documentation

regions

replicating_kn19

A demonstration replicating King & Nielsen (2019), demonstrating that whether the covariates are confounders or mediators is irrelevant.