Summary Statistics for emc Objects — summary.emc • EMC2

Computes quantiles, Rhat and ESS for selected model parameters.

Usage

# S3 method for class 'emc'
summary(
  object,
  selection = c("mu", "sigma2", "alpha"),
  probs = c(0.025, 0.5, 0.975),
  digits = 3,
  ...
)

Arguments

object: An object of class emc
selection: A character string indicating the parameter type Defaults to mu, sigma2, and alpha. See below for more information.
probs: The quantiles to be computed. Defaults to the the 2.5%, 50% and 97.5% quantiles.
digits: An integer specifying rounding of output.
...: Optional arguments that can be passed to get_pars

Value

A list of summary output.

Details

Note that if selection = alpha and by_subject = TRUE (default) is used, summary statistics are computed at the individual level. to the console but summary statistics for all subjects are returned by the function.

If an emc object that has not been run with fit yet is supplied, summary of the design will be returned.