skip_on_cran()
if (!requireNamespace("cmdstanr", quietly = TRUE)) {
backend <- "rstan"
## if using rstan backend, models can crash on Windows
## so skip if on windows and cannot use cmdstanr
skip_on_os("windows")
} else {
if (isFALSE(is.null(cmdstanr::cmdstan_version(error_on_NA = FALSE)))) {
backend <- "cmdstanr"
}
}
# Packages
library(testthat)
library(multilevelcoda)
library(brms)
library(ggplot2)
# Model
#---------------------------------------------------------------------------------------------------
data(mcompd)
data(sbp)
data(psub)
cilr <- complr(data = mcompd[ID %in% 1:10, .SD[1:3], by = ID], sbp = sbp,
parts = c("TST", "WAKE", "MVPA", "LPA", "SB"), idvar = "ID", total = 1440)
suppressWarnings(
m <- brmcoda(complr = cilr,
formula = Stress ~ bilr1 + bilr2 + bilr3 + bilr4 +
wilr1 + wilr2 + wilr3 + wilr4 + Female + (1 | ID),
chain = 1, iter = 500, seed = 123,
backend = backend))
foreach::registerDoSEQ()
x <- substitution(object = m, delta = 1:10,
ref = "grandmean",
level = c("between", "within"))
# Testing
#---------------------------------------------------------------------------------------------------
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