idld_function: Integrated Dual Local Depth

In lfernandezpiana/idld: Integrated Dual Local Depth

Integrated Dual Local Depth

Description

Calculates the integrated dual local depth

Usage

idld(z, data, beta, m, type, verbose)

Arguments

beta	locality parameter between 0 and 1
m	number of random projections
type	the data type to apply the idld, "multivariate", "functional" or "multi_functional".
verbose	if TRUE prints the algorithm progress.
Z	data to apply depth. It should be an array of dimension (n,p,l) where l is the number of functional coordinates. Z[,,i] is a numeric matrix where each row represents a functional observation for i=1,...,l.
data_mf	data on which depth is based. Same format than Z.

Value

A numeric vector object that contains the depth for each point.

lfernandezpiana/idld documentation built on Feb. 17, 2024, 11:42 p.m.