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Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications Book

Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications
Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications, This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan, Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications has a rating of 4 stars
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Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications, This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan, Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications
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  • Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications
  • Written by author David Ardia
  • Published by Springer-Verlag New York, LLC, July 2008
  • This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan
  • This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan
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Authors

1 Introduction 1

2 Bayesian Statistics and MCMC Methods 9

3 Bayesian Estimation of the GARCH(1,1) Model with Normal Innovations 17

4 Bayesian Estimation of the Linear Regression Model with Normal-GJR(1,1) Errors 39

5 Bayesian Estimation of the Linear Regression Model with Student-t-GJR(1,1) Errors 55

6 Value at Risk and Decision Theory 73

7 Bayesian Estimation of the Markov-Switching GJR(1,1) Model with Student-t Innovations 109

8 Conclusion 155

App. A Recursive Transformations 161

App. B Equivalent Specification 165

App. C Conditional Moments 171

Computational Details 179

Abbreviations and Notations 181

List of Tables 187

List of Figures 189

References 191

Index 201


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Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications, This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan, Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications

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Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications, This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan, Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications

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Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications, This book presents methodologies for the Bayesian estimation of GARCH models and their application to financial risk management. The study of these models from a Bayesian viewpoint is relatively recent and can be considered very promising due to the advan, Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications

Financial Risk Management with Bayesian Estimation of Garch Models: Theory and Applications

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