Principal Stratification Analysis in R


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Documentation for package ‘PStrata’ version 1.0.0

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contrast Contrast Potential Outcomes
contrast.PSEstimate Contrast Potential Outcomes
contrast.PStrataFit Contrast Potential Outcomes
diagnostics MCMC Convergence Diagnostics
diagnostics.PStrataFit MCMC Convergence Diagnostics
estimate Extract Posterior Potential Outcomes
estimate.PStrataFit Extract Posterior Potential Outcomes
fit Fit a Principal Stratification Model
fit.PStrataModel Fit a Principal Stratification Model
make_stancode Stan Code for PStrata Models
plot.PStrataFit Plot PStrataFit Objects
prior Prior Distribution Functions
prior_cauchy Prior Distribution Functions
prior_chisq Prior Distribution Functions
prior_exponential Prior Distribution Functions
prior_flat Prior Distribution Functions
prior_gamma Prior Distribution Functions
prior_inv_chisq Prior Distribution Functions
prior_inv_gamma Prior Distribution Functions
prior_lasso Prior Distribution Functions
prior_logistic Prior Distribution Functions
prior_normal Prior Distribution Functions
prior_t Prior Distribution Functions
prior_weibull Prior Distribution Functions
PStrataModel Define a Principal Stratification Model
PStrata_PACKAGE PStrata: Principal STRATification Analysis for Data with Post-Randomization Confounding
sim_data_Cox Simulated Dataset for Survival Outcome (Cox Model)
sim_data_normal Simulated Dataset for Normal Outcome
stancode.PStrataFit Extract the Generated Stan Code
survival Family Function for Survival Data