EnsemblePrior-class {EcoEnsemble} | R Documentation |
A class to hold the priors for the ensemble model.
Description
An EnsemblePrior
object encapsulates the prior information for the ensemble model.
Slots
d
A
numeric
specifying the number of variables of interest in the ensemble.ind_st_params
A
list
containing a prior specification for the individual short-term discrepanciesz_k^{(t)}
. See details of theEnsemblePrior()
constructor.ind_lt_params
A
list
containing a prior specification for the individual long-term discrepancies\gamma_k
. See details of theEnsemblePrior()
constructor.sha_st_params
A
list
containing a prior specification for the shared short-term discrepancies\eta^{(t)}
. See details of theEnsemblePrior()
constructor.sha_lt_params
A
numeric
containing the standard deviations for the normal prior used on the shared short-term discrepancy\mu
. If a single value is supplied, this is repeated for each variabletruth_params
A
list
containing a prior specification for the processes on the truthy^{(t)}
. See details of theEnsemblePrior()
constructor. The default value isTruthPrior(d)
.priors_stan_input
A
list
containing the prior data in the correct form to fit the model in Stan. This information is automatically generated by the constructor.
References
Stan Development Team (2020). RStan: the R interface to Stan. R package version 2.21.2. https://mc-stan.org
Lewandowski, Daniel, Dorota Kurowicka, and Harry Joe. 2009. “Generating Random Correlation Matrices Based on Vines and Extended Onion Method.” Journal of Multivariate Analysis 100: 1989–2001.