ekde: ekde

In MEPDF: Creation of Empirical Density Functions Based on Multivariate Data

Description

Kernel function based on the normal distribution.

Usage

ekde(x,data,H,rule,kernel)

Arguments

x	Evaluation point.
data	Input data.
H	Positive-definite, symmetric matrix as bandwidth.
rule	In absence of a bandwidth matrix a rule-of-thumb can be chosen, either the "silverman" or "scott" rule.
kernel	The kernel function of choice.

Examples

library("pracma")
library("plyr")

data<-cbind(rnorm(1000),rnorm(1000))
pdf<-ekde(x = 0,data = data, rule = "silverman",kernel = normkernel)

MEPDF documentation built on May 2, 2019, 12:40 p.m.