Description Usage Arguments Details Value Examples
Adding performance measures to the results
1 | performance(results, b, h)
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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. |
Calculating performance measurements from a computer experiment.
Data frame containing performance measurements of inference methods based on the results of the computer experiment given by 'results'.
1 2 3 4 5 6 7 8 9 10 11 12 13 | 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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