bw.lp1D: select bandwidth for one-dimensional local linear smoother

In ZhuolinSong/wpe: Written Preliminary Exam or Literature Review: Methods for Functional Snippets

select bandwidth for one-dimensional local linear smoother

Description

select bandwidth for one-dimensional local linear smoother

Usage

bw.lp1D(x, y, weight, kernel, degree, method = "cv", K = 5, H = NULL)

Arguments

x	a vector of observed values of the predictor
y	a vector of observed values of the response
weight	a vector of real numbers obtaining the weight for each observations
kernel	a kernel from the package locpol
degree	the degree of local polynomials
method	selection method, supported is 'cv'
K	the number of folds, a parameter for CV method
H	candidate values of the bandwidth; if NULL, then automathcally generated

Value

the selected bandwidth

ZhuolinSong/wpe documentation built on Oct. 31, 2022, 7:38 p.m.