idld_f: Functional Integrated Dual Local Depth

In lfernandezpiana/idld: Integrated Dual Local Depth

Functional Integrated Dual Local Depth

Description

Calculates the integrated dual local depth for functional data and multivariate functional data.

Arguments

Z	data to apply depth. It should be a numeric matrix where each row represents an observation.
data_f	data on which depth is based. It should be a numeric matrix where each row represents an observation.
beta	locality parameter between 0 and 1
m	number of random projections
verbose	if TRUE prints the algorithm progress.

Value

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

Examples

data(inflation_rate)
inflation = as.matrix(inflation_rate[,-1])
local_depth = idld_f(inflation, inflation, 0.3, 500, TRUE)

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