Faculty Publications

A Note On A Non-Stationary Point Source Spatial Model

Document Type

Article

Keywords

Bayesian methodology, Geostatistical modeling, Hedonic models, Spatial correlation

Journal/Book/Conference Title

Environmental and Ecological Statistics

Volume

20

Issue

1

First Page

59

Last Page

67

Abstract

A point source, non-stationary covariance structure model is proposed, having only one additional parameter over a standard, stationary covariance structure, spatial model. Additionally, the proposed model is demonstrated to fit better than the three extra parameter, point source, non-stationary spatial model proposed by Ecker and De Oliveira (Commun Stat Theory Methods 37:2066-2078, 2008). The proposed model is fit from a Bayesian perspective and illustrated using a house sales dataset from Cedar Falls, Iowa. © 2012 Springer Science+Business Media, LLC.

Department

Department of Mathematics

Original Publication Date

3-1-2013

DOI of published version

10.1007/s10651-012-0207-2

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