Description: Financial Risk Management With Bayesian Estimation of Garch Models : Theory and Applications, Paperback by Ardia, David, ISBN 3540786562, ISBN-13 9783540786566, Like New Used, Free shipping in the US This book presents in detail methodologies for the Bayesian estimation of sing- regime and regime-switching GARCH models. These models are widespread and essential tools in n ancial econometrics and have, until recently, mainly been estimated using the classical Maximum Likelihood technique. As this study aims to demonstrate, the Bayesian approach o ers an attractive alternative which enables small sample results, robust estimation, model discrimination and probabilistic statements on nonlinear functions of the model parameters. The author is indebted to numerous individuals for help in the preparation of this study. Primarily, I owe a great debt to Prof. Dr. Philippe J. Deschamps who inspired me to study Bayesian econometrics, suggested the subject, guided me under his supervision and encouraged my research. I would also like to thank Prof. Dr. Martin Wallmeier and my colleagues of the Department of Quantitative Economics, in particular Michael Beer, Roberto Cerratti and Gilles Kaltenrieder, for their useful comments and discussions. I am very indebted to my friends Carlos Ord as Criado, Julien A. Straubhaar, J er ^ ome Ph. A. Taillard and Mathieu Vuilleumier, for their support in the elds of economics, mathematics and statistics. Thanks also to my friend Kevin Barnes who helped with my English in this work. Finally, I am greatly indebted to my parents and grandparents for their support and encouragement while I was struggling with the writing of this thesis.
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Book Title: Financial Risk Management With Bayesian Estimation of Garch Model
Number of Pages: Xiv, 206 Pages
Publication Name: Financial Risk Management with Bayesian Estimation of Garch Models : Theory and Applications
Language: English
Publisher: Springer Berlin / Heidelberg
Publication Year: 2008
Subject: Finance / Financial Risk Management, Economics / Macroeconomics, Econometrics, Money & Monetary Policy, Probability & Statistics / Bayesian Analysis
Type: Textbook
Item Weight: 25 Oz
Subject Area: Mathematics, Business & Economics
Author: David Ardia
Item Length: 9.3 in
Series: Lecture Notes in Economics and Mathematical Systems Ser.
Item Width: 6.1 in
Format: Trade Paperback
