This function trims the sequence of hyperparameter estimates within a DGP emulator generated during training.
Arguments
- object
an instance of the S3 class
dgp
.- start
the first iteration before which all iterations are trimmed from the sequence.
- end
the last iteration after which all iterations are trimmed from the sequence. Set to
NULL
to keep all iterations after (including)start
. Defaults toNULL
.- thin
the interval between the
start
andend
iterations to thin out the sequence. Defaults to 1.
Details
See further examples and tutorials at https://mingdeyu.github.io/dgpsi-R/.
Note
This function is useful when a DGP emulator has been trained and one wants to trim the sequence of hyperparameters estimated and to use the trimmed sequence to generate point estimates of the DGP model parameters for prediction.
The following slots:
loo
andoos
created byvalidate()
; andresults
created bypredict()
inobject
will be removed and not contained in the returned object.