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

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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