inla.cpo {INLA} | R Documentation

## Improved estimates for the CPO/PIT-values

### Description

Improve the estimates of the CPO/PIT-values be recomputing the model-fit by removing data-points.

### Usage

    inla.cpo(result,
             force = FALSE,
             verbose = TRUE,
             recompute.mode = TRUE)

### Arguments

`result` | An object of class `inla`, ie a result of a call to `inla()`
`force` | If TRUE, then recompute all CPO/PIT values and not just those with `result$cpo$failure > 0`.
`verbose` | Run in verbose mode?
`recompute.mode` | Should be mode (and the integration points) be recomputed when a data-point is removed or not?

### Value

The object returned is the same as `result` but the new improved estimates of the CPO/PIT values replaced.

### Author(s)

Havard Rue hrue@r-inla.org

### See Also

`inla`

### Examples

    n = 10
    y = rnorm(n)
    r = inla(y ~ 1, data = data.frame(y), control.compute = list(cpo=TRUE))

    rr = inla.cpo(r, force=TRUE)

[Package INLA version 18.07.12 Index]