Data.1D.model: Synthetic model output for a simple 1-parameter ensemble...

In stilt: Separable Gaussian Process Interpolation (Emulation)

Synthetic model output for a simple 1-parameter ensemble example

Description

Synthetic model output for a simple 1-parameter ensemble example

Usage

data(Data.1D.model)

Format

The format is a list containing five elements

$ t

: 11-element time vector: (0, 1, ..., 10)

$ tunits

: Time units="Year"

$ out

: [1:11, 1:21] matrix of model response, [row,col] = [time index, parameter index]. The corresponding vector of parameters for columns is in the $par component of Data.1D.par.Rd ...

$ outname

: Output name="Sample Output"

$ outunits

: Output units="Unitless"

Details

Model response Y is a function of time and parameter setting \Theta as follows: Y=sin(\Theta)(1 + 2t+t^2)

Examples

# Fit an emulator to the 1-parameter ensemble data
data(Data.1D.model)
data(Data.1D.par)
emulator(Data.1D.par, Data.1D.model, FALSE, FALSE, 1, 1)

stilt documentation built on April 11, 2025, 5:46 p.m.