rsimsum (version 0.13.0)

get_data: get_data

Description

Extract data slots from an object of class simsum, summary.simsum, multisimsum, or summary.multisimsum.

Usage

get_data(x, stats = NULL, ...)

Value

A data.frame containing summary statistics from a simulation study.

Arguments

x

An object of class simsum.

stats

Summary statistics to include; can be a scalar value or a vector. Possible choices are:

• nsim, the number of replications with non-missing point estimates and standard error.

• thetamean, average point estimate.

• thetamedian, median point estimate.

• se2mean, average standard error.

• se2median, median standard error.

• bias, bias in point estimate.

• empse, empirical standard error.

• mse, mean squared error.

• relprec, percentage gain in precision relative to the reference method.

• modelse, model-based standard error.

• relerror, relative percentage error in standard error.

• cover, coverage of a nominal level\

• becover, bias-eliminated coverage of a nominal level\

• power, power of a (1 - level)\ Defaults to NULL, in which case all summary statistics are returned.

...

Ignored.

Examples

data(MIsim)
x <- simsum(
  data = MIsim, estvarname = "b", true = 0.5, se = "se",
  methodvar = "method"
)
get_data(x)

# Extracting only bias and coverage:
get_data(x, stats = c("bias", "cover"))

xs <- summary(x)
get_data(xs)