winsorize.matrix {scde} | R Documentation

## Winsorize matrix

### Description

Sets the ncol(mat)*trim top outliers in each row to the next lowest value same for the lowest outliers

### Usage

    winsorize.matrix(mat, trim)

### Arguments

`mat` | matrix
`trim` | fraction of outliers (on each side) that should be Winsorized, or (if the value is >= 1) the number of outliers to be trimmed on each side

### Value

Winsorized matrix

### Examples

    set.seed(0)
    mat <- matrix( c(rnorm(5*10,mean=0,sd=1), rnorm(5*10,mean=5,sd=1)), 10, 10)  # random matrix
    mat[1,1] <- 1000  # make outlier
    range(mat)  # look at range of values
    win.mat <- winsorize.matrix(mat, 0.1)
    range(win.mat)  # note outliers removed

[Package scde version 2.16.0 Index]