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

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Documentation for package ‘PSweight’ version 1.2.0

• 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
plot.SumStat	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_cl	Simulated dataset for PSweight
PSmethod	Fitting propensity score models with different methods
PStrim	Trim the input data and propensity estimate
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.
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)
vcov.PSweight	Variance of PSweight