Multivariate emulation of computer simulators: model selection and diagnostics with application to a humanitarian relief model

We present a common framework for Bayesian emulation methodologies for multivariate output simulators, or computer models, that employ either parametric linear models or non‐parametric Gaussian processes. Novel diagnostics suitable for multivariate covariance separable emulators are developed and te...

Descripción completa

Detalles Bibliográficos
Autores principales: Overstall, Antony M., Woods, David C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4991306/
https://www.ncbi.nlm.nih.gov/pubmed/27609994
http://dx.doi.org/10.1111/rssc.12141

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4991306/
https://www.ncbi.nlm.nih.gov/pubmed/27609994
http://dx.doi.org/10.1111/rssc.12141

Ejemplares similares