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Median absolute deviation normalization Normalization subtracts the median and divides the data by the median absolute deviation (MAD).

Source: R/normMethods.R
performSMADNormalization.Rd

Median absolute deviation normalization Normalization subtracts the median and divides the data by the median absolute deviation (MAD).

Usage

performSMADNormalization(rawMatrix, noLogTransform = FALSE)

Arguments

rawMatrix

Target matrix to be normalized

noLogTransform

Assumes no need for log transformation

Value

Normalized matrix

Examples

data(example_data_only_values_small)
normMatrix <- performSMADNormalization(example_data_only_values)