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  • Book
  • © 2015

Econometrics of Risk

  • Recent Research on Econometrics of Risk
  • Includes theoretical foundations and applications
  • Written by experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 583)

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Table of contents (34 chapters)

  1. Front Matter

    Pages i-x
  2. Fundamental Theory

    1. Front Matter

      Pages 1-1
    2. Noncausal Autoregressive Model in Application to Bitcoin/USD Exchange Rates

      • Andrew Hencic, Christian Gouriéroux
      Pages 17-40
    3. An Overview of the Black-Scholes-Merton Model After the 2008 Credit Crisis

      • Chadd B. Hunzinger, Coenraad C. A. Labuschagne
      Pages 41-52
    4. What if We Only Have Approximate Stochastic Dominance?

      • Vladik Kreinovich, Hung T. Nguyen, Songsak Sriboonchitta
      Pages 53-61
    5. From Mean and Median Income to the Most Adequate Way of Taking Inequality into Account

      • Vladik Kreinovich, Hung T. Nguyen, Rujira Ouncharoen
      Pages 63-73
    6. The Dynamics of Hedge Fund Performance

      • Serge Darolles, Christian Gouriéroux, Jérome Teiletche
      Pages 85-113
    7. The Joint Belief Function and Shapley Value for the Joint Cooperative Game

      • Zheng Wei, Tonghui Wang, Baokun Li, Phuong Anh Nguyen
      Pages 115-133
    8. Distortion Risk Measures Under Skew Normal Settings

      • Weizhong Tian, Tonghui Wang, Liangjian Hu, Hien D. Tran
      Pages 135-148
    9. Towards Generalizing Bayesian Statistics: A Random Fuzzy Set Approach

      • Hien D. Tran, Phuong Anh Nguyen
      Pages 149-160
    10. Local Kendall’s Tau

      • P. Buthkhunthong, A. Junchuay, I. Ongeera, T. Santiwipanont, S. Sumetkijakan
      Pages 161-169
    11. Estimation and Prediction Using Belief Functions: Application to Stochastic Frontier Analysis

      • Orakanya Kanjanatarakul, Nachatchapong Kaewsompong, Songsak Sriboonchitta, Thierry DenÅ“ux
      Pages 171-184
    12. The Classifier Chain Generalized Maximum Entropy Model for Multi-label Choice Problems

      • Supanika Leurcharusmee, Jirakom Sirisrisakulchai, Songsak Sriboonchitta, Thierry DenÅ“ux
      Pages 185-199
  3. Applications

    1. Front Matter

      Pages 201-201
    2. Asymmetric Volatility of Local Gold Prices in Malaysia

      • Mohd Fahmi Ghazali, Hooi Hooi Lean
      Pages 203-218
    3. Quantile Regression Under Asymmetric Laplace Distribution in Capital Asset Pricing Model

      • Kittawit Autchariyapanitkul, Somsak Chanaim, Songsak Sriboonchitta
      Pages 219-231
    4. Evaluation of Portfolio Returns in Fama-French Model Using Quantile Regression Under Asymmetric Laplace Distribution

      • Kittawit Autchariyapanitkul, Somsak Chanaim, Songsak Sriboonchitta
      Pages 233-244
    5. Analysis of Branching Ratio of Telecommunication Stocks in Thailand Using Hawkes Process

      • Niwattisaiwong Seksiri, Napat Harnpornchai
      Pages 245-257

About this book

This edited book contains several state-of-the-art papers devoted to econometrics of risk. Some papers provide theoretical analysis of the corresponding mathematical, statistical, computational, and economical models. Other papers describe applications of the novel risk-related econometric techniques to real-life economic situations. The book presents new methods developed just recently, in particular, methods using non-Gaussian heavy-tailed distributions, methods using non-Gaussian copulas to properly take into account dependence between different quantities, methods taking into account imprecise ("fuzzy") expert knowledge, and many other innovative techniques.

This versatile volume helps practitioners to learn how to apply new techniques of econometrics of risk, and researchers to further improve the existing models and to come up with new ideas on how to best take into account economic risks.

Editors and Affiliations

  • Japan Advanced Institute of Science and Technology, Nomi, Japan

    Van-Nam Huynh

  • Department of Computer Science, University of Texas at El Paso, El Paso, USA

    Vladik Kreinovich

  • Faculty of Economics, Chiang Mai University, Chiang Mai, Thailand

    Songsak Sriboonchitta, Komsan Suriya

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access