Description Usage Arguments Value References Examples
Convenience function for extracting the pointwise log-likelihood matrix or array from a fitted Stan model.
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object |
A varstan object of the time series fitted model. |
permuted |
A logical scalar indicating whether the draws after
the |
... |
additional values need in log_lik methods |
Usually, an S x N matrix containing the pointwise log-likelihood
samples, where S is the number of samples and N is the number
of observations in the data. If permuted
is FALSE
,
an S x N x R array is returned, where R is the number of fitted
chains.
Vehtari, A., Gelman, A., & Gabry J. (2016). Practical Bayesian model
evaluation using leave-one-out cross-validation and WAIC. In Statistics
and Computing, doi:10.1007/s11222-016-9696-4
.
Gelman, A., Hwang, J., & Vehtari, A. (2014). Understanding predictive information criteria for Bayesian models. Statistics and Computing. 24, 997-1016.
Watanabe, S. (2010). Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory. The Journal of Machine Learning Research. 11, 3571-3594.
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