psdata_bin_retrospective_fp

<p>A simulated dataset representing the observed (factual) sample drawn from the retrospective
superpopulation. This dataset is obtained by selecting only those observations with
<code>sample_indicator == 1</code>, where the sampling probability is a function of both covariates and treatment.</p>

datasets

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_bin_retrospective_fp function

<p>A data frame with the subset of rows from <code>psdata_bin_retrospective_sp</code> (e.g. 600 rows)
and the same 10 variables as <code>psdata_bin_retrospective_sp</code>.</p>

Format

Retrospective Factual Sample Dataset for PSweight Analysis — psdata_bin_retrospective_fp

Retrospective Factual Sample Dataset for PSweight Analysis

psdata_bin_retrospective_fp: Retrospective Factual Sample Dataset for PSweight Analysis

Description

Usage

Arguments

Format

Details

Examples