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

## Documentation for package ‘PSweight’ version 2.1.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

coef.PSweight | Point estimates of PSweight
NCDS | Illustrative dataset for PSweight
OUTmethod | Fitting potential outcome regression with different methods
OUTmethod_SW | Fitting potential outcome regression with different methods in survey observational data
plot.SumStat | Plot the distribution of propensity scores and balance statistics
plot.SumStat_SW | Plot the distribution of propensity scores and balance statistics
print.PStrim | Print the results of PStrim
print.PSweight | Print the results of PSweight
print.PSweightsum | Print the results of Summary.PSweight
print.SumStat | Print the results of SumStat
print.SumSumStat | Print the results of Summary.SumStat
psdata | Simulated dataset for PSweight
psdata_bin_prospective_fp | Prospective Factual Sample Dataset for PSweight Analysis
psdata_bin_prospective_sp | Prospective Superpopulation Dataset for PSweight Analysis
psdata_bin_retrospective_fp | Retrospective Factual Sample Dataset for PSweight Analysis
psdata_bin_retrospective_sp | Retrospective Superpopulation Dataset for PSweight Analysis
psdata_cl | Simulated dataset for PSweight
PSmethod | Fitting propensity score models with different methods
PSmethod_SW | Fitting propensity score models with different methods in survey observational data
PStrim | Trim the input data and propensity estimate
PStrim_SW | Trim the input data and propensity estimate in survey observational data
PSweight | Estimate average causal effects by propensity score weighting
PSweight_cl | Estimate average causal effects by propensity score weighting for a binary treatment with clustering.
PSweight_SW | Estimate average causal effects by propensity score weighting in survey observational data
summary.PSweight | Summarize a PSweight object
summary.SumStat | Summarize a SumStat object.
SumStat | Calculate summary statistics for propensity score weighting
SumStat_cl | Calculate summary statistics for propensity score weighting with clustering (for binary treatment only)
SumStat_SW | Calculate summary statistics for propensity score weighting
vcov.PSweight | Variance of PSweight