A multivariate ultrastructural errors-in-variables model with equation error


Autoria(s): PATRIOTA, Alexandre G.; BOLFARINE, Heleno; ARELLANO-VALLE, Reinaldo B.
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

20/10/2012

20/10/2012

2011

Resumo

This paper deals with asymptotic results on a multivariate ultrastructural errors-in-variables regression model with equation errors Sufficient conditions for attaining consistent estimators for model parameters are presented Asymptotic distributions for the line regression estimators are derived Applications to the elliptical class of distributions with two error assumptions are presented The model generalizes previous results aimed at univariate scenarios (C) 2010 Elsevier Inc All rights reserved

FAPESP

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

CNPq (Brazil)

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

FONDECYT (Chile)

FONDECYT (Chile)[1085241]

Identificador

JOURNAL OF MULTIVARIATE ANALYSIS, v.102, n.2, p.386-392, 2011

0047-259X

http://producao.usp.br/handle/BDPI/30448

10.1016/j.jmva.2010.08.013

http://dx.doi.org/10.1016/j.jmva.2010.08.013

Idioma(s)

eng

Publicador

ELSEVIER INC

Relação

Journal of Multivariate Analysis

Direitos

restrictedAccess

Copyright ELSEVIER INC

Palavras-Chave #Asymptotic property #Consistent estimator #Measurement error #Multivariate regression #REGRESSION-MODEL #Statistics & Probability
Tipo

article

original article

publishedVersion