inla.spde.precision {INLA} | R Documentation

## Precision matrices for SPDE models

### Description

Calculates the precision matrix for given parameter values based on an `inla.spde` model object.

### Usage

    inla.spde.precision(...)

    inla.spde1.precision(spde, ...)

    ## S3 method for class 'inla.spde1'
    inla.spde.precision(spde, ...)

    inla.spde2.precision(
      spde,
      theta = NULL,
      phi0 = inla.spde2.theta2phi0(spde, theta),
      phi1 = inla.spde2.theta2phi1(spde, theta),
      phi2 = inla.spde2.theta2phi2(spde, theta),
      ...
    )

    ## S3 method for class 'inla.spde2'
    inla.spde.precision(
      spde,
      theta = NULL,
      phi0 = inla.spde2.theta2phi0(spde, theta),
      phi1 = inla.spde2.theta2phi1(spde, theta),
      phi2 = inla.spde2.theta2phi2(spde, theta),
      ...
    )

### Arguments

`...` | Additional parameters passed on to other methods.
`spde` | An `inla.spde` object.
`theta` | The parameter vector.
`phi0` | Internal parameter for a generic model. Expert option only.
`phi1` | Internal parameter for a generic model. Expert option only.
`phi2` | Internal parameter for a generic model. Expert option only.

### Value

A sparse precision matrix.

### Author(s)

Finn Lindgren finn.lindgren@gmail.com

### See Also

`inla.spde.models()`, `inla.spde2.generic()`, `inla.spde2.theta2phi0()`, `inla.spde2.theta2phi1()`, `inla.spde2.theta2phi2()`

[Package INLA version 26.08.22 Index]