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metagen (version 1.0)

performance: Running a computer experiment

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.

Value

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

Details

Calculating performance measurements from a computer experiment.

Examples

Run this code
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)

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