findNoiseFaimsData.localCorr: Remove background noise from FAIMS data using local...

Description Usage Arguments Value

View source: R/denoise.R

Description

The signal in FAIMS data exhibits a high degree of local correlation. This function zeroes out a fraction of pixels with the lowest degree of local correlation.

Usage

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findNoiseFaimsData.localCorr(FAIMSObject, neighbourhoodSizeCol = 1,
  neighbourhoodSizeRow = 1, fractionToRemove = 0.65, plot = TRUE)

Arguments

FAIMSObject

a FAIMS object

neighbourhoodSize

the size of the neighbourhood in which to look for local correlations

alpha

p-value required for a pixel to be considered correlated to its neighbours

Value

Logical vector containing TRUE when columns are noise


mattdneal/FAIMSToolkit documentation built on May 21, 2019, 12:57 p.m.