modelOut: Give the output of a model for given X.

In gptk: Gaussian Processes Tool-Kit

Description

Give the output of a model for given X.

Usage

modelOut(model, X, Phi.return=FALSE, ...)

Arguments

model	structure specifying the model.
X	input location(s) for which output is to be computed.
Phi.return	(logical) return the basis function(s) as well.
...	optional additional arguments.

Details

Y <- modelOut(model, X) gives the output of the model for a given input X. For latent variable models it gives a position in data space given a position in latent space.

Phi, Y <- modelOut(model, X) gives the output of the model for a given input X. For latent variable models it gives a position in data space given a position in latent space.

Value

Y	output location(s) corresponding to given input locations.
Phi	output basis function(s) corresponding to given input

Examples

## missing

Example output

Loading required package: Matrix
Loading required package: fields
Loading required package: spam
Loading required package: dotCall64
Loading required package: grid
Spam version 2.1-1 (2017-07-02) is loaded.
Type 'help( Spam)' or 'demo( spam)' for a short introduction 
and overview of this package.
Help for individual functions is also obtained by adding the
suffix '.spam' to the function name, e.g. 'help( chol.spam)'.

Attaching package: 'spam'

The following objects are masked from 'package:base':

    backsolve, forwardsolve

Loading required package: maps

gptk documentation built on May 2, 2019, 3:27 p.m.