psrwe_outana: Outcome Analysis for PS-Integrated Estimation Report outcome...

In psrwe: PS-Integrated Methods for Incorporating RWE in Clinical Studies

Outcome Analysis for PS-Integrated Estimation Report outcome analysis for the PS-integrated approach.

Description

Outcome Analysis for PS-Integrated Estimation

Report outcome analysis for the PS-integrated approach.

Usage

psrwe_outana(
  dta_psrst,
  method_ci = c("wald", "wilson"),
  conf_type = c("log_log", "plain"),
  conf_int = 0.95,
  alternative = c("less", "greater"),
  mu = 0,
  ...
)

Arguments

dta_psrst	a returned object with class PSRWE_EST
method_ci	a method name for confidence interval (default Wald)
conf_type	a type name of transformation for the confidence interal of PSKM approach (default log_log)
conf_int	a two-sided level of confidence/credible limits (default 0.95)
alternative	a character string for the alternative hypothesis that must be one of "less" (default) or "greater"
mu	a number indicating the true value of the parameter of interest (or the difference in means for two arms)
...	other options

Details

This function is mainly for summarizing and reporting the outcome analysis for the PS-integrated estimation. The input dta_psrst can be generated from the functions psrwe_powerp, psrwe_compl, and psrwe_survkm. See the functions psrwe_ci and psrwe_infer for the options of outcome analyses.

Value

A list with class name PSRWE_EST_OUTANA.

Examples

data(ex_dta)
dta_ps <- psrwe_est(ex_dta,
       v_covs = paste("V", 1:7, sep = ""),
       v_grp = "Group",
       cur_grp_level = "current")
ps_borrow <- psrwe_borrow(total_borrow = 30, dta_ps)
ps_rst <- psrwe_compl(ps_borrow, v_outcome = "Y_Con")
rst <- psrwe_outana(ps_rst)
rst

psrwe documentation built on March 18, 2022, 5:33 p.m.