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RNAinteract (version 1.20.0)

normalizePlateEffect: Normalization of plate effects

Description

Normalization of plate effects in the screen.

Usage

normalizePlateEffect(sgi, type = "Bscore", maxit = 20, verbose = 0)

Arguments

sgi
An object of class RNAinteract
type
If type is "Bscore" (default) a Bscore-normalization is performed. If type is "spatial", a locfit regression is estimated that accounts for spatial effects.
maxit
Maximum number of iterations for locfit.
verbose
Either 0 (default, no output), 1 (minimum output), or 2 (outout).

Value

An object of class RNAinteract. The returned object contains the normalization information.

Details

The Bscore normalization estimates row and column effects for each plate. It returns the residuals to the sum of row and column effects. The spatial normalization estimates a non-linear 2D regression for each plate and returns the residuals.

See Also

RNAinteract-package

Examples

Run this code
data("sgi")
normalizePlateEffect(sgi)

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