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


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Documentation for package ‘PSweight’ version 2.1.1

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