Analysis of local influence in geostatistics using Student's <italic>t</italic>-distribution
This article aims to estimate parameters of spatial variability with Student's <italic>t</italic>-distribution by the EM algorithm and present the study of local influence by means of two methods known as likelihood displacement and <italic>Q</italic>-displacement of likelihood, both using Student's <italic>t</italic>-distribution with fixed degrees of freedom (ν). The results showed that both methods are effective in the identification of influential points.
Year of publication: |
2014
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Authors: | Assumpção, R.A.B. ; Uribe-Opazo, M.A. ; Galea, M. |
Published in: |
Journal of Applied Statistics. - Taylor & Francis Journals, ISSN 0266-4763. - Vol. 41.2014, 11, p. 2323-2341
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Publisher: |
Taylor & Francis Journals |
Saved in:
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