IndSTPrior-class {EcoEnsemble} | R Documentation |
A class to hold the priors for the ensemble model.
Description
An IndSTPrior
object encapsulates the prior information for the short-term discrepancies of the individual simulators within the ensemble model.
Details
Individual short-term discrepancies z_k^{(t)}
are modelled as an AR(1) process so that
z_k^{(t+1)} \sim N(R_k z_k^{(t)}, \Lambda_k).
Accepted parametrisation forms for this discrepancy are lkj
, beta
, inv_wishart
, or hierarchical
. See details of the EnsemblePrior()
constructor for more details.
Slots
AR_param
The parameters giving the beta parameters for the autoregressive parameter of the AR(1) process.
parametrisation_form
The parametrisation by which the covariance matrix of the noise of the AR process is decomposed.
var_params
The parameters characterising the variance of the AR process on the individual short-term discrepancy.
cor_params
The parameters characterising the correlations of the AR process on the individual short-term discrepancy. .
See Also
IndLTPrior
, ShaSTPrior
, TruthPrior
,