simdata {convoSPAT} | R Documentation |

## Simulated nonstationary dataset

### Description

A data set containing the necessary components to fit the nonstationary spatial model, simulated from the true model.

### Usage

```
simdata
```

### Format

A list with the following objects:

- sim.locations
A matrix of longitude/latitude coordinates of the simulated locations.

- mc.locations
A matrix of longitude/latitude coordinates of the mixture component locations.

- mc.kernel
A three-dimensional array, containing the true 2 x 2 kernel covariance matrices for each mixture component location.

- kernel.ellipses
A three-dimensional array, containing the true 2 x 2 kernel covariance matrices for each simulated location.

- sim.data
A matrix of the simulated data; each of the ten columns correspond to an independent and identically distribured replicate.

- lambda.w
Scalar; the value of the tuning parameter used in the weight function.

- holdout.index
Vector; indicates which of the simulated locations should be used in the hold-out sample.

*convoSPAT*version 1.2.7 Index]