data(faahko_se)
## Subset to make tests quicker
faahko_sub <- faahko_se[1:50, ]
expect_true(anyNA(assay(faahko_sub, 1)))
## Add some covariates
faahko_sub$covar1 <- rep(c("A", "A", "A", "B", "B", "B"), 2)
faahko_sub$covar2 <- rep(c("C", "D"), 6)
imputation_methods <- c("knn", "rf", "bpca", "QRILC", "MLE",
"MinDet", "MinProb", "min", "zero",
"mixed", "nbavg", "with", "none")
normalization_methods <- c("pqn", "div.sum", "div.mean",
"div.median", "div.mad",
"center.mean", "center.median",
"diff.median",
"cyclicloess", "vsn",
"quantiles", "quantiles.robust",
"feature.scale")
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