lsweight: Calculates minimax weights for components' distributions...

In RostyslavMaiboroda/mixvconc:

Description

lsweight returns a matrix of individual weights which correspond to minimax unbiased estimates for CDFs of mixture components.

Usage

lsweight(p)

Arguments

p	matrix (or data frame) of mixing probabilities with rows corresponding to subjects and columns coresponding to the mixture components.

Value

matrix (or data frame) of minimax weights of the same structure as p

See Also

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.

Examples

set.seed(3)
p <- genunifp(10,3)
a <- lsweight(p)
t(a)%*%p # the result is a unit matrix

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