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Uses median values over all samples as reference sample to which all the other samples in the data are normalized to. Log2 data should be taken as input (on_raw = FALSE).

Usage

rlrNorm(se, ain = "log2", aout = "Rlr", on_raw = FALSE)

Arguments

se

SummarizedExperiment containing all necessary information of the proteomic dataset

ain

String which assay should be used as input

aout

String which assay should be used to save normalized data

on_raw

Boolean specifying whether normalization should be performed on raw or log2-scaled data

Value

SummarizedExperiment containing the rlr normalized data as assay (on log2 scale)

Examples

data(tuberculosis_TMT_se)
tuberculosis_TMT_se <- rlrNorm(tuberculosis_TMT_se, ain = "log2",
                                            aout = "Rlr", on_raw = FALSE)