cmstatrExt
cmstatrExt provides statistical methods intended for composite material data that are not included in CMH-17-1G.
You can install this package from CRAN as follows:
Example UsageIn these examples weâll use the following packages:
Currently, this package provides several functions related to equivalency tests. Factors for a two-sample dual-acceptance criteria can be calculated as follows:
The power of this test for detecting reduction in mean can be computed as follows:
power_sim_dual(
n_qual = 18,
m_equiv = 6,
replicates = 2500,
distribution = "rnorm",
param_qual = data.frame(mean = 0, sd = 1),
param_equiv = data.frame(mean = seq(-2, 0, length.out = 11), sd = 1),
k1 = k[1], k2 = k[2]
) %>%
mutate(delta = 0 - mean) %>%
ggplot(aes(x = delta, y = `Rejection Rate`)) +
geom_line()If you have a suggestion or question, please create an issue on GitHub.
If you want to contribute to this package, Pull Requests are welcome!
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