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RESI (version 1.5.1)

simEstimatorFigures: Estimator Comparison Figures: t2S/f2S vs z2S/chisq2S

Description

Reads the per-replicate raw .rds files from one simulation directory and produces Bias + MSE comparison figures contrasting the RESI estimators actually used for lm models against the simpler z-statistic / chi-squared alternatives:

  • Coefficients table: t2S (used) vs z2S (alternative)

  • Anova table: f2S (used) vs chisq2S (alternative)

Only lm models are included; GLM models are skipped because z2S and chisq2S are the natural estimators there.

Usage

simEstimatorFigures(
  sim.dir = "resiBootSim",
  figures.dir = NULL,
  alpha = 0.05,
  fixed.knots = FALSE
)

Value

Invisibly returns the combined estimator-comparison data.frame.

Arguments

sim.dir

Character, directory containing simulation output with a sim_raw/ sub-directory. Default "resiBootSim".

figures.dir

Character, output directory for PDFs. Default file.path(sim.dir, "figures", "estimator_compare").

alpha

Numeric, nominal level (used only in figure titles). Default 0.05.

fixed.knots

Logical. Must match the value used in the original insurancePlasmodeSim call. Default FALSE.

See Also

simCompareMethodsFigures, simRecomputeSummary