depthMedian {DepthProc}

Depth median

Description

Return point with maximum depth function value. If multiple points have the same value, mean average of them will be returned.

Usage

depthMedian(x, depth_params = list(), convex = FALSE)

## S4 method for signature 'matrix'
depthMedian(x, depth_params = list(), convex = FALSE)

## S4 method for signature 'data.frame'
depthMedian(x, depth_params = list(), convex = FALSE)

## S4 method for signature 'Depth'
depthMedian(x, convex = FALSE)

Arguments

x

object of class Depth or matrix.

depth_params

list of parameters for function depth (method, threads, ndir, la, lb, pdim, mean, cov, exact).

convex

logical. If true, than centroid of the convex hull created from deepest points is returned.

Examples

# depthMedian for matrix
x <- matrix(rnorm(600), nc = 3)
depthMedian(x)

# depthMedian works with object of class Depth
dp <- depth(x)
depthMedian(dp)