BAYESIAN INFERENCE FOR STRUCTURAL CHANGES IN TIME SERIES MODELS

.D, VENKATESAN; M, VIJAYAKUMAR.

ISBN 10: 384431492X / ISBN 13: 9783844314922

Verlag: LAP LAMBERT Academic Publishing, 2011

Unread book in perfect condition. Bestandsnummer des Verkäufers 12301039

Inhaltsangabe:

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.

Über die Autorinnen und Autoren: 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.

Bibliografische Details

Titel: BAYESIAN INFERENCE FOR STRUCTURAL CHANGES IN...
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2011
Einband: Softcover
Zustand: As New