performance: Running a computer experiment

In metagen: Inference in Meta Analysis and Meta Regression

Description

Adding performance measures to the results

Usage

  performance(results, b, h)

Arguments

results	Needs to be of the same type as, for example, the return value of the computer experiments 'experimentY', 'experimentD'.
b	true regression coefficients.
h	true heterogeneity.

Details

Calculating performance measurements from a computer experiment.

Value

Data frame containing performance measurements of inference methods based on the results of the computer experiment given by 'results'.

Examples

h_test <- 0.03
x_test <- cbind(1,1:7)
b_test <- c(.5, .25)
sgnf_test <- c(0.025, 0.01)

set.seed(5133568) # for reproducibility
d_test <- rchisq(7, df=0.02)

# In an actual computer experiment, use 'piv_draws=1000' instead!!
eY <- experimentY(n=5, h=h_test, d=d_test, x=x_test, b=b_test,
  sgnf=sgnf_test, piv_draws=50)

performance(results=eY, b=b_test, h=h_test)

metagen documentation built on May 2, 2019, 6:08 a.m.