Analysis of local influence in geostatistics using Student's t-distribution

Assumpcao, RAB; Uribe-Opazo, MA; Galea M.

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