summarize_results: Summarize simulation study in results table

In maxwestphal/SEPM.SIM: Statistical Evaluation of Prediction Models - Simulation Studies

Summarize simulation study in results table

Description

Summarize simulation study in results table

Usage

summarize_results(
  data,
  vars = "final.theta",
  rules = c("oracle", "default", "within1SE", "optimalEFP"),
  comp = c(4, 3),
  NE = list(400, 800),
  NL = list(c(400, 800)),
  alpha = 0.01,
  digits = 3
)

Arguments

data	data.frame, containing simulation results
vars	character, list of variables to report
rules	character vector, selection rules to investigate
comp	numeric of length 2, which two selection rules should be compared (delta = rules[comp[1]] - rules[comp[2]])
NE	list, each element is a numeric vector hinting which evaluation sample sizes (n.eval) are considered
NL	list, each element is a numeric vector hinting which learning sample sizes (n.learn) are considered
alpha	numeric, significance level of t-test in comparison
digits	numeric, to which degree should results be rounded

Value

data.frame with aggregated results

maxwestphal/SEPM.SIM documentation built on April 11, 2024, 4:06 p.m.