weightedZIKendall {scHOT} | R Documentation

## weightedZIKendall

### Description

the weightedZIKendall function calculates weighted Tau*, where Tau* is described in Pimentel et al (2015) doi:10.1016/j.spl.2014.09.002. This association measure is defined for zero-inflated, non-negative random variables.

### Usage

    weightedZIKendall(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 Tau* association value between x and y

### Examples

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

[Package scHOT version 1.0.0 Index]