simCompareMethodsFigures: Per-Term CI Method Comparison Figures

In RESI: Robust Effect Size Index (RESI) Estimation

Per-Term CI Method Comparison Figures

Description

Reads simulation summary tables from multiple output directories (one per CI method) and produces PDF figures comparing CI methods across sample sizes. For each (model type x variance estimator x table) combination two PDFs are saved: an estimator comparison (Bias, MSE) and a CI comparison (SE calibration, coverage, width).

Usage

simCompareMethodsFigures(
  output.dirs = c(Bootstrap = "resiBootSim", Normal = "resiAsympNormalSim", QF =
    "resiAsympQFSim", CF = "resiAsympCFSim"),
  figures.dir = NULL,
  alpha = 0.05,
  fixed.knots = FALSE
)

Arguments

output.dirs	Named character vector mapping CI method labels to their simulation output directories. Default: c(boot = "resiBootSim", normal = "resiAsympNormalSim", qf = "resiAsympQFSim", cf = "resiAsympCFSim"). Directories that do not exist are silently skipped.
figures.dir	Character, directory where comparison figures are saved. Default: file.path(output.dirs[1], "figures", "method_comparison").
alpha	Numeric, nominal CI level used for coverage reference lines. Default 0.05.
fixed.knots	Logical. Must match the value used in the original insurancePlasmodeSim call. Default FALSE.

Value

Invisibly returns the combined summary data.frame. Saves estimator_<model>_<vcov>_<table>.pdf, compare_<model>_<vcov>_<table>.pdf, and covquant_<model>_<vcov>_<table>.pdf to figures.dir.

See Also

insurancePlasmodeSim, simFigures, simEstimatorFigures

RESI documentation built on July 25, 2026, 1:07 a.m.