cv_bandwidth: Tune bandwidth

In chavent/modvarsel: Implements a computational methodology for model and variables selection

Description

barplot tunes by LOO cross-validation the bandwidth for Kernel Regression Smoother.

Usage

cv_bandwidth(x, y, hmin = (max(x) - min(x))/20, hmax = (max(x) - min(x))/2,
  nbh = 25, graph.CV = TRUE)

Arguments

x	a vector with the input values
y	a vector with the output values
hmin	the minimum bandwidth
hmax	the maximum bandwidth
nbh	size of the grid of bandwidth
graph.CV	If TRUE plot the CV MSE against bandwidth values

chavent/modvarsel documentation built on May 22, 2019, 2:22 p.m.