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Aggregate multiple data splitting results, and return a selection set

Usage

mds2(mss, q = 0.05, tied.method = "fair", sum_in_denom = TRUE)

Arguments

mss

A list, which contains the selections from multiple data splitting procedures

q

The nominal FDR level (default: 0.05)

tied.method

The method for handling the tied values.

sum_in_denom

when calculating the inclusion rate, use the modified inclusion rate (TRUE) or the original inclusion rate (FALSE)

Value

the selected relevant features