simFigures: Simulation Performance Figures for RESI Evaluation

In RESI: Robust Effect Size Index (RESI) Estimation

Simulation Performance Figures for RESI Evaluation

Description

Produces performance figures from the output of insurancePlasmodeSim. Creates one PDF figure per (model type) \times (variance estimator) combination (4 figures total by default). Each figure is a 2 \times 4 panel grid:

• Top row: Anova-table RESI metrics (Bias, MSE, CI Coverage, CI Width)

• Bottom row: Coefficients-table RESI metrics (same metrics; intercept excluded)

• Colors: one colored line per model term (high-contrast matte palette)

• x-axis: sample size on a log scale

Dashed reference lines are drawn at zero for Bias and at 1 - \alpha for CI Coverage.

Usage

simFigures(output.dir = "resiBootSim", alpha = 0.05, ci.label = NULL)

Arguments

output.dir	Character, directory containing simulation output from insurancePlasmodeSim. Default "resiBootSim".
alpha	Numeric, nominal CI level used for the coverage reference line. Default 0.05.
ci.label	Character, label for the CI method used in figure titles and file names. Default NULL, which auto-detects from output.dir: "boot" if the directory name contains "Boot"/"boot", "normal" if it contains "Normal"/"normal", "qf" if it contains "QF"/"qf", otherwise basename(output.dir).

Value

Invisibly returns the summary metrics data.frame. Saves PDF figures to file.path(output.dir, "figures"), named sim_<model>_<vcov>_<ci.label>.pdf.

See Also

insurancePlasmodeSim

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