BAYESIAN INFERENCE FOR STRUCTURAL CHANGES IN TIME SERIES MODELS

.D, VENKATESAN; M, VIJAYAKUMAR.

ISBN 10: 384431492X / ISBN 13: 9783844314922

Edité par LAP LAMBERT Academic Publishing, 2011

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Détails bibliographiques

• Titre: BAYESIAN INFERENCE FOR STRUCTURAL CHANGES IN TIME SERIES MODELS
• Éditeur: LAP LAMBERT Academic Publishing
• Date de parution: 2011
• Langue: anglais
• ISBN à 10 chiffres: 384431492X
• ISBN à 13 chiffres: 9783844314922
• Reliure: Couverture souple
• État de l'article: As New

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Synopsis

This monograph provides Bayesian inference for change point problems through Mixture model approach in Time series models viz., changes in mean of the time series with and without auto correlated errors, variance changes in the time series model and order changes in the time series models. MCMC technique is used to obtain the numerical solutions. The main aim of the numerical study is to illustrate the evaluation of the estimates of the parameters on the basis of the methodology developed in this monograph.

À propos des auteurs

Dr D.VENKATESAN,Associate Professor in Statistics,Annamalai University,India. He has published more than twenty five research papers and co-authored two books.He has been awarded CSIR,DST visiting, TNASCST YSF, UGC Visiting Associate and INSA fellowships and Visiting Fellowship by the University of Naples L-Orientale,Italy, in 2009.

Dr D.VENKATESAN,Associate Professor in Statistics,Annamalai University,India. He has published more than twenty five research papers and co-authored two books.He has been awarded CSIR,DST visiting, TNASCST YSF, UGC Visiting Associate and INSA fellowships and Visiting Fellowship by the University of Naples L-Orientale,Italy, in 2009.