ksmooth2: Plot/estimate surface

In lava: Latent Variable Models

Plot/estimate surface

Description

Plot/estimate surface

Usage

ksmooth2(
  x,
  data,
  h = NULL,
  xlab = NULL,
  ylab = NULL,
  zlab = "",
  gridsize = rep(51L, 2),
  ...
)

Arguments

x	formula or data
data	data.frame
h	bandwidth
xlab	X label
ylab	Y label
zlab	Z label
gridsize	grid size of kernel smoother
...	Additional arguments to graphics routine (persp3d or persp)

Examples

ksmooth2(rmvn0(1e4,sigma=diag(2)*.5+.5),c(-3.5,3.5),h=1,
        rgl=FALSE,theta=30)

if (interactive()) {
    ksmooth2(rmvn0(1e4,sigma=diag(2)*.5+.5),c(-3.5,3.5),h=1)
    ksmooth2(function(x,y) x^2+y^2, c(-20,20))
    ksmooth2(function(x,y) x^2+y^2, xlim=c(-5,5), ylim=c(0,10))

    f <- function(x,y) 1-sqrt(x^2+y^2)
    surface(f,xlim=c(-1,1),alpha=0.9,aspect=c(1,1,0.75))
    surface(f,xlim=c(-1,1),clut=heat.colors(128))
    ##play3d(spin3d(axis=c(0,0,1), rpm=8), duration=5)
}

if (interactive()) {
    surface(function(x) dmvn0(x,sigma=diag(2)),c(-3,3),lit=FALSE,smooth=FALSE,box=FALSE,alpha=0.8)
    surface(function(x) dmvn0(x,sigma=diag(2)),c(-3,3),box=FALSE,specular="black")##'
}

if (!inherits(try(find.package("fields"),silent=TRUE),"try-error")) {
    f <- function(x,y) 1-sqrt(x^2+y^2)
    ksmooth2(f,c(-1,1),rgl=FALSE,image=fields::image.plot)
}

lava documentation built on Nov. 5, 2023, 1:10 a.m.