daniellebraun/likadjps

LikAdjPS

Included is R code to conduct simulations for “Propensity Scores with Misclassified Treatment Assignment: a Likelihood-Based Adjustment”.

sim_param.R: script to set simulation parameters

NoPS.R: script to generate data and perform analysis under no propensity score adjustment.

Match_PS.R: script for proposed adjustment under full-matching

Strata_PS.R: script for proposed adjustment under subclassification

Weight_PS.R: script for proposed adjustment under IPTW

BALANCE_PS.R: script to estimate balance across different models.

MERGE.R: script to merge results across 500 replications

sens.R: script to estimate sensitivity/specificity of generated data

Plots:

PlotsFinal.R: script to generate plot of results.

balance_plot.R: script to plot standardized bias