utild2clean: Matrix Cleaner

In stheoreme: Klimontovich's S-Theorem Algorithm Implementation and Data Preparation Tools

Description

Function utild2clean is applied to a pair of matrices and clean them from outliers with a rule specified by user (outliers will be replaced by the threshold values)

Usage

utild2clean(d2arr0, d2arr1, method = "bothends", nsigma = 3)

Arguments

d2arr0	matrix to be cleaned
d2arr1	matrix to be cleaned
method	specifies if outliers are to be removed from one or both side of matrix value distribution method='bothends' remove outliers from both side of a distribution (default) method='left' remove outliers from left side method='right' remove outliers from right side
nsigma	number of sigmas to be considered as threshold for outlier removal

Value

clean0	result of d2arr0 cleaning
clean1	result of d2arr1 cleaning

Author(s)

Vitaly Efremov <[e-mail]>

See Also

utild1clean

Examples

s0<-array(c(-1,1,3,7,10),c(2,5))
s1<-array(c(rep(c(1,2),7),20), c(5,3))

s0;s1
a<-utild2clean(d2arr0=s0, d2arr1=s1); a
a<-utild2clean(s0, s1, method='left', nsigma=0.3); a

stheoreme documentation built on May 2, 2019, 9:33 a.m.