CONFESS (version 1.0.2)

denoiser: denoiser

Description

An internal function to run transformed data denoising that estimates the model residuals.

Usage

denoiser(data, method)

Arguments

data

Data matrix. A matrix contains the sample indices, the pseudotimes, the Ch2-Ch3 transformed data and the cluster numbers.

method

Character string. A method to perform the denoising. One of "wavelets", "splines" or "lregr" (linear regression).

Value

The denoised data and the model residuals