Advanced Spatial Modeling with SPDEs using R and INLA, Chapter 1

Fig. 1.3: Posterior marginal distributions.

Abstract

A discussion of Chapter 1 in Advanced Spatial Modeling with SPDEs using R and INLA for the Autumn 2018 Space-time reading group at the University of Washington. This chapter focuses on the Integrated Nested Laplace Approximation and its applications in estimating regression models using the INLA package in R. Examples of increasing complexity using a toy data set are included.

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Padelford C14A, University of Washington, Seattle, Washington
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John K Best
PhD student

My research focuses on advancing the use of statistics in ecology and fisheries.