simulate.deform: Simulate from a fitted 'deform' object

In deform: Spatial Deformation and Dimension Expansion Gaussian Processes

Simulate from a fitted deform object

Description

Simulate from a fitted deform object

Usage

## S3 method for class 'deform'
simulate(object, nsim = 1, seed = NULL, newdata = NULL, ...)

Arguments

object	a fitted deform object
nsim	an integer giving the number of simulations
seed	an integer giving the seed for simulations
newdata	a 2-column matrix of x and y coordinates
...	extra arguments to pass to predict.deform()

Value

Plots representing all one- or two-dimensional smooths

Examples

# deformations
data(solar)
m0 <- deform(solar$x, solar$z, solar$n) 
# Gaussian process simulations based on fitted deformation model
simulate(m0)



# one-dimensional expansion model with five simulations and specified locations
data(solar)
m1 <- expand(solar$x, solar$z, solar$n)
xvals <- seq(-123.3, -122.25, by = .05)
yvals <- seq(49, 49.4, by = .05)
xyvals <- expand.grid(xvals, yvals)
simulate(m1, 5, newdata = xyvals)

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