weightedZISpearman: weightedZISpearman

Description Usage Arguments Value Examples

View source: R/higherOrderFunctions.R

Description

the weightedZISpearman function calculates weighted rho\*, where rho\* is described in Pimentel et al (2009). This association measure is defined for zero-inflated, non-negative random variables.

Usage

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weightedZISpearman(x, y, w = 1)

Arguments

x

x and y are non-negative data vectors

y

x and y are non-negative data vectors

w

weight vector, values should be between 0 and 1

Value

numeric weighted rho* association value between x and y

Pimentel, Ronald Silva, "Kendall's Tau and Spearman's Rho for Zero-Inflated Data" (2009). Dissertations. 721. https://scholarworks.wmich.edu/dissertations/721

Examples

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x = pmax(0,rnorm(100))
y = pmax(0,rnorm(100))
w = runif(100)
weightedZISpearman(x,y,w)

scHOT documentation built on Nov. 8, 2020, 5:06 p.m.