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2001 | OriginalPaper | Buchkapitel

Bayesian Interpolation Schemes for Monitoring Systems

verfasst von : K. Felsenstein

Erschienen in: mODa 6 — Advances in Model-Oriented Design and Analysis

Verlag: Physica-Verlag HD

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Environmental monitoring gives rise to several statistical problems of optimal design. We study the question of interpolation from a Bayesian point of view. Although the considered models are motivated by applications we focus on a theoretical concept rather than the presentation of case studies. We derive Bayesian estimates and risks for variables of interest in monitoring systems under conjugate priors for multivariate normal distributions. Numerical approaches such as MCMC algorithms are discussed in addition.

Metadaten
Titel
Bayesian Interpolation Schemes for Monitoring Systems
verfasst von
K. Felsenstein
Copyright-Jahr
2001
Verlag
Physica-Verlag HD
DOI
https://doi.org/10.1007/978-3-642-57576-1_10