Local Likelihood Estimation for Covariance Functions with Spatially-Varying Parameters: The convoSPAT Package for R

In spite of the interest in and appeal of convolution-based approaches for nonstationary spatial modeling, off-the-shelf software for model fitting does not as of yet exist. Convolution-based models are highly flexible yet notoriously difficult to fit, even with relatively small data sets. The gener...

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Bibliographic Details
Main Authors: Mark D. Risser, Catherine A. Calder
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-11-01
Series:Journal of Statistical Software
Subjects:
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2369