LogDensity: Local Estimator of the log-density

Description Usage Arguments Value

View source: R/Estimate.R

Description

Returns the local estimator of \hat{\boldsymbols{θ}} for the location(s) x

Usage

1
LogDensity(x, h, type = "Gaussian", method = "LHSE", data)

Arguments

x

A vector or matrix containing the points at which the estimator will be calculated.

h

A number specifying the bandwidth.

type

A character string specifying the used kernel function.

method

A cherecter string specifying the uesed method. The possible methods are LHSE, LLLE, LMME, KDE.

data

A data matrix containing in each column a data point.

Value

Returnes the the value \hat{\boldsymbols{θ}} at x. Eihter as a vector or matrix.


Epsilon127/ldder documentation built on March 7, 2020, 7:47 a.m.