psdata

<p>This is a simulated observational study with three treatment groups to illustated the ulity of PSweight.</p>

dataset

Supports propensity score weighting analysis of observational studies and randomized trials. Enables the estimation and inference of average causal effects with binary and multiple treatments using overlap weights (ATO), inverse probability of treatment weights (ATE), average treatment effect among the treated weights (ATT), matching weights (ATM) and entropy weights (ATEN), with and without propensity score trimming. These weights are members of the family of balancing weights introduced in Li, Morgan and Zaslavsky (2018) <doi:10.1080/01621459.2016.1260466> and Li and Li (2019) <doi:10.1214/19-AOAS1282>.

Yukang Zeng

PSweight

Propensity Score Weighting for Causal Inference with
Observational Studies and Randomized Trials

Tianhui Zhou

Guangyu Tong

Fan Li

Laine Thomas

psdata function

<p>A data frame with 1500 rows and 8 columns.</p>

Format

Simulated dataset for PSweight — psdata

Simulated dataset for PSweight

psdata: Simulated dataset for PSweight

Description

Usage

Arguments

Format

Details

Examples