set_imp {dgpsi}

Reset number of imputations for a DGP emulator

Description

This function resets the number of imputations for predictions from a DGP emulator.

Usage

set_imp(object, B = 5)

Arguments

object

an instance of the S3 class dgp.

B

the number of imputations to produce predictions from object. Increase the value to account for more imputation uncertainties with slower predictions. Decrease the value for lower imputation uncertainties but faster predictions. Defaults to 5.

Details

See further examples and tutorials at https://mingdeyu.github.io/dgpsi-R/.

Value

An updated object with the information of B incorporated.

Note

• This function is useful when a DGP emulator has been trained and one wants to make faster predictions by decreasing the number of imputations without rebuilding the emulator.

• The following slots:

  • loo and oos created by validate(); and

  • results created by predict() in object will be removed and not contained in the returned object.

Examples

## Not run: 

# See design() for an example.

## End(Not run)