On fixed-domain asymptotics and covariance tapering in Gaussian random field models

10.1214/11-EJS607

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Main Authors: Wang, D., Loh, W.-L.
Other Authors: STATISTICS & APPLIED PROBABILITY
Format: Article
Published: 2014
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Online Access:http://scholarbank.nus.edu.sg/handle/10635/105255
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-1052552023-10-30T09:54:29Z On fixed-domain asymptotics and covariance tapering in Gaussian random field models Wang, D. Loh, W.-L. STATISTICS & APPLIED PROBABILITY Asymptotic normality Covariance tapering Fixed-domain asymptotics Gaussian random field Mat ́ern covariance Maximum likelihood estimation Spatial statistics Strong consistency 10.1214/11-EJS607 Electronic Journal of Statistics 5 238-269 2014-10-28T05:13:37Z 2014-10-28T05:13:37Z 2011 Article Wang, D., Loh, W.-L. (2011). On fixed-domain asymptotics and covariance tapering in Gaussian random field models. Electronic Journal of Statistics 5 : 238-269. ScholarBank@NUS Repository. https://doi.org/10.1214/11-EJS607 19357524 http://scholarbank.nus.edu.sg/handle/10635/105255 000290158200001 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Asymptotic normality
Covariance tapering
Fixed-domain asymptotics
Gaussian random field
Mat ́ern covariance
Maximum likelihood estimation
Spatial statistics
Strong consistency
spellingShingle Asymptotic normality
Covariance tapering
Fixed-domain asymptotics
Gaussian random field
Mat ́ern covariance
Maximum likelihood estimation
Spatial statistics
Strong consistency
Wang, D.
Loh, W.-L.
On fixed-domain asymptotics and covariance tapering in Gaussian random field models
description 10.1214/11-EJS607
author2 STATISTICS & APPLIED PROBABILITY
author_facet STATISTICS & APPLIED PROBABILITY
Wang, D.
Loh, W.-L.
format Article
author Wang, D.
Loh, W.-L.
author_sort Wang, D.
title On fixed-domain asymptotics and covariance tapering in Gaussian random field models
title_short On fixed-domain asymptotics and covariance tapering in Gaussian random field models
title_full On fixed-domain asymptotics and covariance tapering in Gaussian random field models
title_fullStr On fixed-domain asymptotics and covariance tapering in Gaussian random field models
title_full_unstemmed On fixed-domain asymptotics and covariance tapering in Gaussian random field models
title_sort on fixed-domain asymptotics and covariance tapering in gaussian random field models
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/105255
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