Browsing Institutt for matematiske fag by Journals "Computational Statistics & Data Analysis"
Now showing items 1-3 of 3
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Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping
(Peer reviewed; Journal article, 2022)Constructing efficient spatial sampling designs is important for monitoring, understanding and characterizing environmental processes acting over large-scale spatial domain. Multiple types of devices can accomplish informative ... -
Bayesian multiresolution modeling of georeferenced data: An extension of ‘LatticeKrig’
(Peer reviewed; Journal article, 2022)‘LatticeKrig’ (LK) is a spatial model that is often used for modeling multiresolution spatial data with flexible covariance structures. An extension to LK under a Bayesian framework is proposed that uses integrated nested ... -
Bayesian multiscale analysis of images modeled as Gaussian Markov random fields
(Journal article; Peer reviewed, 2012)A Bayesian multiscale technique for detection of statistically significant features in noisy images is proposed. The prior is defined as a stationary intrinsic Gaussian Markov random field on a toroidal graph, which enables ...