lpe: local polynomial estimation

In hehaowe/desktop-tutorial: Final project

Description

main function(Use R to do local polynomial estimation and make a plot of the beta_hat.)

Usage

lpe(X, Y, p, kernel)

Arguments

X	the X of multivariate sample point (X,Y)
Y	the X of multivariate sample point (X,Y)
p	the order of polynomial
kernel	the type of kernel function(6 types of kernel functions in this function)

Value

three plots of the polynomial estimation(the Plot of X and estimated function,the plot of beta_hat with optimal bandwidth,plots of beta_hat with the bandwidths of the interval (0,1))

Examples

## Not run: 
lpe(X,Y,P,"Triangle")

## End(Not run) 

hehaowe/desktop-tutorial documentation built on Dec. 23, 2021, 11:15 p.m.