predict.deform: Predict from a fitted 'deform' object

In deform: Spatial Deformation and Dimension Expansion Gaussian Processes

Predict from a fitted deform object

Description

Predict from a fitted deform object

Usage

## S3 method for class 'deform'
predict(object, newdata = NULL, ...)

Arguments

object	a fitted deform object
newdata	a 2-column matrix of x and y coordinates
...	currently just a placeholder

Value

A 2-column matrix of predicted x and y points for deformations and a (2 + q)-column matrix for q-dimensional expansions.

Examples

# fit a deformation model
data(solar)
m0 <- deform(solar$x, solar$z, solar$n)

# predict D-space points for original locations
predict(m0)



# predictions for one-dimensional expansion model with specified locations 
# and standard error estimates
data(solar)
m1 <- expand(solar$x, solar$z, solar$n)
xvals <- seq(-123.3, -122.2, by = .1)
yvals <- seq(49, 49.4, by = .1)
xyvals <- expand.grid(xvals, yvals)
predict(m1, xyvals, se.fit = TRUE)

deform documentation built on Oct. 19, 2023, 9:08 a.m.