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 |