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Simulation Performance Figures for RESI Evaluation

Source: R/simulations.R
simFigures.Rd

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