wtsamp: Constructor for class 'wtsamp'
In RostyslavMaiboroda/mixvconc:

Description Usage Arguments Value See Also

wtsamp returns an object of S3 class wtsamp containing a sorted sample and a set of individual and/or cummulative weights representing distributions of different components.

1	wtsamp(x, cumm = NULL, indiv = NULL)

`x`	numeric vector containing the sample values.
`cumm`	matrix (or data frame) of cummulative weights of components.
`indiv`	matrix (or data frame) of individual weights of components.

object of class wtsamp which contains the following attributes:

xo: vector of sample values sorted in the ascending order with -Inf as the first element.
cumm: matrix of cummulative weigts reordered at the same order as xo with 0 at the first row.
indiv: matrix of individual weigts reordered at the same order as xo.

set.seed(3) p <- genunifp(10,2) # create mixing probabilities a <- lsweight(p) # calculate minimax weights # create a weighted sample: xs <- wtsamp(genormixt(p,c(0,1),c(1,1)),indiv=a)

Maiboroda R., Sugakova O. "Statistics of mixtures with varying concentrations with application to DNA microarray data analysis". Nonparametric statistics (2012) v.24:1, p. 201 - 215.

RostyslavMaiboroda/mixvconc documentation built on June 12, 2019, 12:34 a.m.