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http://eprints.org/relation/isVersionOf https://vuir.vu.edu.au/id/dark_document/69725 http://eprints.org/relation/isVolatileVersionOf https://vuir.vu.edu.au/id/dark_document/69725 http://eprints.org/relation/ispreviewThumbnailVersionOf https://vuir.vu.edu.au/id/dark_document/69725 69728 2 2409976 document 69728 medium.jpg image/png 3932f37128dfbe63d916b86d1631542d MD5 8529 2020-10-16 01:28:25 https://vuir.vu.edu.au/1716/4/medium.jpg 1716 4 4 image/png other Thumbnails conversion from text to thumbnail_medium en staffonly
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http://eprints.org/relation/isVersionOf https://vuir.vu.edu.au/id/dark_document/69725 http://eprints.org/relation/isVolatileVersionOf https://vuir.vu.edu.au/id/dark_document/69725 http://eprints.org/relation/ismediumThumbnailVersionOf https://vuir.vu.edu.au/id/dark_document/69725 69729 2 2409977 document 69729 small.jpg image/png 847db1003f1aef8686830fd2ccc9e7c2 MD5 1750 2020-10-16 01:28:26 https://vuir.vu.edu.au/1716/5/small.jpg 1716 5 5 image/png other Thumbnails conversion from text to thumbnail_small en staffonly
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http://eprints.org/relation/isVersionOf https://vuir.vu.edu.au/id/dark_document/69725 http://eprints.org/relation/isVolatileVersionOf https://vuir.vu.edu.au/id/dark_document/69725 http://eprints.org/relation/issmallThumbnailVersionOf https://vuir.vu.edu.au/id/dark_document/69725 archive 293 disk0/00/00/17/16 2009-02-01 11:46:13 2021-08-27 07:42:01 2009-02-01 11:46:13 article show Huang Fuchun Huang, Fuchun Ogata Yosihiko Ogata, Yosihiko Generalized pseudo-likelihood estimates for Markov random fields on lattice pub tafeengineering 280000 auto-normal model, gibbs field, ising model, pseudo-likelihood In this paper we generalize Besag's pseudo-likelihood function for spatial statistical models on a region of a lattice. The correspondingly defined maximum generalized pseudo-likelihood estimates (MGPLEs) are natural extensions of Besag's maximum pseudo-likelihood estimate (MPLE). The MGPLEs connect the MPLE and the maximum likelihood estimate. We carry out experimental calculations of the MGPLEs for spatial processes on the lattice. These simulation results clearly show better performances of the MGPLEs than the MPLE, and the performances of differently defined MGPLEs are compared. These are also illustrated by the application to two real data sets. 2002-03 published Springer 10.1023/A:1016170102988 http://dx.doi.org/10.1023/A:1016170102988 69725 2 2409971 dark_document 69725 Huang Fuchun.pdf application/pdf e291d1aa0a868cff2cbce8e484ef15e5 MD5 72899 2020-10-16 01:27:56 1716 1 1 application/pdf text Generic Permission Form en staffonly
Huang Fuchun.pdf
other none Annals of the Institute of Statistical Mathematics 54 1 1-18 TRUE 0020-3157 FALSE 30 2-s2.0-6444245814 2023-07-02 04:00:57