1 | data_cleanup(data, var_thr)
|
data |
Gene expression data matrix |
var_thr |
Percent variance of genes to be ignored. Eg, setting var_thr = 0.1 will remove the bottom 10 |
A list with ids of columns and rows to be removed before continuing analyses. Function to clean up the data. The function will eliminate genes with no measurements, genes of low variance, and columns that have no measurement. set.seed(123) D <- replicate(expr = ceiling(runif(n = 100, min = 1, max = 1000)), n = 10, simplify = TRUE) cd <- data_cleanup(data = D)
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