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On identifiability and consistency of the nugget in Gaussian spatial process models

On identifiability and consistency of the nugget in Gaussian spatial process models

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2636630852

On identifiability and consistency of the nugget in Gaussian spatial process models

About this item

Full title

On identifiability and consistency of the nugget in Gaussian spatial process models

Publisher

Oxford: Oxford University Press

Journal title

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2021-11, Vol.83 (5), p.1044-1070

Language

English

Formats

Publication information

Publisher

Oxford: Oxford University Press

More information

Scope and Contents

Contents

Spatial process models popular in geostatistics often represent the observed data as the sum of a smooth underlying process and white noise. The variation in the white noise is attributed to measurement error, or microscale variability, and is called the ‘nugget’. We formally establish results on the identifiability and consistency of the nugget in...

Alternative Titles

Full title

On identifiability and consistency of the nugget in Gaussian spatial process models

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2636630852

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2636630852

Other Identifiers

ISSN

1369-7412

E-ISSN

1467-9868

DOI

10.1111/rssb.12472

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