butterFilter: Low pass filter on ratios by butterworth filter

In jianhong/NADfinder: Call wide peaks for sequencing data

Low pass filter on ratios by butterworth filter

Description

The Butterworth filter is a type of signal processing filter designed to have as flat a frequency response as possible in the passband.

Usage

butterFilter(ratios, N = ceiling(length(ratios)/200))

Arguments

ratios	A vector of numeric. It is log2-transformed ratios, CPMRatios or OddRatios in each window.
N	numeric(1) or integer(1). Critical frequencies of the low pass filter will be set as 1/N. 1/N is a cutoff at 1/N-th of the Nyquist frequency. By default, it is suppose there are about 200 peaks in the inputs.

Value

A vector of numeric with same length of input ratios. The vector indicates smoothed ratios.

Examples

ratios <- runif(20000)
butterFilter(ratios)

jianhong/NADfinder documentation built on Nov. 2, 2024, 12:09 a.m.