Analysis of local influence in geostatistics using Student's t-distribution
Abstract
This article aims to estimate parameters of spatial variability with Student's t-distribution by the EM algorithm and present the study of local influence by means of two methods known as likelihood displacement and Q-displacement of likelihood, both using Student's t-distribution with fixed degrees of freedom (nu). The results showed that both methods are effective in the identification of influential points.
Más información
Título según WOS: | Analysis of local influence in geostatistics using Student's t-distribution |
Título según SCOPUS: | Analysis of local influence in geostatistics using Student’s t-distribution |
Título de la Revista: | JOURNAL OF APPLIED STATISTICS |
Volumen: | 41 |
Número: | 11 |
Editorial: | TAYLOR & FRANCIS LTD |
Fecha de publicación: | 2014 |
Página de inicio: | 2323 |
Página final: | 2341 |
Idioma: | English |
DOI: |
10.1080/02664763.2014.909793 |
Notas: | ISI, SCOPUS |