An additive approximate Gaussian process model for large spatio‐temporal data

Author:

Ma Pulong1ORCID,Konomi Bledar A.2,Kang Emily L.2ORCID

Affiliation:

1. Statistical and Applied Mathematical Sciences Institute, Duke University Durham North Carolina

2. Division of Statistics and Data Science, Department of Mathematical SciencesUniversity of Cincinnati Cincinnati Ohio

Publisher

Wiley

Subject

Ecological Modelling,Statistics and Probability

Reference29 articles.

1. Composite Gaussian process models for emulating expensive functions;Ba S.;The Annals of Applied Statistics,2012

2. Hierarchical Modeling and Analysis for Spatial Data

3. Gaussian predictive process models for large spatial data sets;Banerjee S.;Journal of the Royal Statistical Society: Series B (Statistical Methodology),2008

4. Multi‐output separable Gaussian process: Towards an efficient, fully Bayesian paradigm for uncertainty quantification;Bilionis I.;Journal of Computational Physics,2013

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