relativeErrorModSE: Calculates the relative (%) error in model standard error

In simMetric: Metrics (with Uncertainty) for Simulation Studies that Evaluate Statistical Methods

Calculates the relative (%) error in model standard error

Description

Calculates the relative (%) error in model standard error and the (approximate) Monte Carlo standard error of this estimate.

Usage

relativeErrorModSE(
  se,
  estimates,
  get = c("relativeErrorModSE", "relativeErrorModSE_mcse"),
  na.rm = FALSE,
  ...
)

Arguments

se	A numeric vector containing the standard errors from the model(s).
estimates	A numeric vector containing the estimates from the model(s).
get	A character vector containing the values returned by the function.
na.rm	A logical value indicating whether NA values for se and estimates should be removed before modSE and empSE calculation.
...	Additional arguments to be ignored.

Value

A named vector containing the estimate and the Monte Carlo standard error for the relative (%) error in model standard error.

Examples

relativeErrorModSE(se=rnorm(n=1000, mean=10, sd=0.5), estimates=rnorm(n=1000))

simMetric documentation built on Nov. 1, 2022, 1:06 a.m.