Skip to main content

2013 | OriginalPaper | Buchkapitel

68. Optimization Model of Loan’s Portfolio Based on Geometric Spectral Measure

verfasst von : Chong Duan, Xiu-min Jia

Erschienen in: The 19th International Conference on Industrial Engineering and Engineering Management

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The loan’s portfolio is a hot issue in bank’s risk management. This paper puts forward an optimization model of loan’s portfolio by using geometric spectral measure of risk to control extreme losses of portfolio. These innovations are as follows: firstly, the greater weight is distributed to greater extreme losses by the risk aversion function, which controls the risk of extreme losses. The risk aversion function fits investors’ risk aversion characters. Secondly, an objective weight is given to extreme losses which avoids personal choices. Thirdly, the probability of disaster’s risk occurrence is reduced while taking the geometric spectral measure minimum as an object function.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Acerbi C (2002) Spectral measures of risk: a coherent represent action of subjective risk aversion [J]. J Bank Finance 26(7):505–518 Acerbi C (2002) Spectral measures of risk: a coherent represent action of subjective risk aversion [J]. J Bank Finance 26(7):505–518
Zurück zum Zitat Altman EI (2000) Predicting finance distress of companies: revisit the Z-score and ZETA models [J]. J Finance 55(7):18–20 Altman EI (2000) Predicting finance distress of companies: revisit the Z-score and ZETA models [J]. J Finance 55(7):18–20
Zurück zum Zitat Andrew EB, Gah YV (2011) Conditional value-at-risk in portfolio optimization: coherent but fragile [J]. Oper Res Lett 39(4):163–171 Andrew EB, Gah YV (2011) Conditional value-at-risk in portfolio optimization: coherent but fragile [J]. Oper Res Lett 39(4):163–171
Zurück zum Zitat Chi Guotai, Xu Cheng, Li Yanxi (2000) Optimal decision making model of asset liability portfolio for banks. Proceedings of 2000 international conference on china joins the world trade organization [C]. Shanghai Scientific and Technological Literature Publishing House, Shanghai, pp 67–73 Chi Guotai, Xu Cheng, Li Yanxi (2000) Optimal decision making model of asset liability portfolio for banks. Proceedings of 2000 international conference on china joins the world trade organization [C]. Shanghai Scientific and Technological Literature Publishing House, Shanghai, pp 67–73
Zurück zum Zitat Elliott RJ, Siu TK, Alex B (2010) On mean variance portfolio selection under a hidden Markovian regime switching model [J]. Econ Model 10(6):678–686CrossRef Elliott RJ, Siu TK, Alex B (2010) On mean variance portfolio selection under a hidden Markovian regime switching model [J]. Econ Model 10(6):678–686CrossRef
Zurück zum Zitat Gollinger TL, Morgan JB (1993) Calculation of an efficient frontier for a commercial loan portfolio [J]. J Portfolio Manag 19(2):39–49CrossRef Gollinger TL, Morgan JB (1993) Calculation of an efficient frontier for a commercial loan portfolio [J]. J Portfolio Manag 19(2):39–49CrossRef
Zurück zum Zitat Li Xiang, Qin Zhong-feng, Kar S (2010) Mean variance skewness model for portfolio selection with fuzzy returns [J]. Eur J Oper Res 202(1):239–247CrossRef Li Xiang, Qin Zhong-feng, Kar S (2010) Mean variance skewness model for portfolio selection with fuzzy returns [J]. Eur J Oper Res 202(1):239–247CrossRef
Zurück zum Zitat Li Zhong-fei, Yuan Zi-jia (2010) A dynamic mean-variance model of portfolio selection under parameter uncertainty [J]. J Manag Sci 13(12):1–9 Li Zhong-fei, Yuan Zi-jia (2010) A dynamic mean-variance model of portfolio selection under parameter uncertainty [J]. J Manag Sci 13(12):1–9
Zurück zum Zitat Markowitz H (1952) Portfolio selection: efficient diversification of investments [J]. J Finance 7(1):77–91 Markowitz H (1952) Portfolio selection: efficient diversification of investments [J]. J Finance 7(1):77–91
Zurück zum Zitat Peter SR (2002) Commercial bank management [M], 5th edn. The McGraw-Hill Companies, New York Peter SR (2002) Commercial bank management [M], 5th edn. The McGraw-Hill Companies, New York
Zurück zum Zitat Rupak B, Samarjit K, Dwijesh DM (2009) Fuzzy mean variance skewness portfolio selection models by interval analysis [J]. Comput Math Appl 32(7):126–137 Rupak B, Samarjit K, Dwijesh DM (2009) Fuzzy mean variance skewness portfolio selection models by interval analysis [J]. Comput Math Appl 32(7):126–137
Zurück zum Zitat Shang Zhou, Xian Shi-quant, Pan Chen (2010) Improbability and mathematical statistics [M], 4th edn. Higher Education Press, Bee Jing, pp 239–247 Shang Zhou, Xian Shi-quant, Pan Chen (2010) Improbability and mathematical statistics [M], 4th edn. Higher Education Press, Bee Jing, pp 239–247
Zurück zum Zitat Yao Hai-xing, Li Zhong-fei (2009) Portfolio selection with different borrowing-lending rates: utility maximization model based on mean and VaR [J]. Syst Eng Theory Pract 29(1):22–29CrossRef Yao Hai-xing, Li Zhong-fei (2009) Portfolio selection with different borrowing-lending rates: utility maximization model based on mean and VaR [J]. Syst Eng Theory Pract 29(1):22–29CrossRef
Zurück zum Zitat Yoshida YJ (2009) An estimation model of value at risk portfolio under uncertainty [J]. Fuzzy Set Syst 45(7):3250–3262CrossRef Yoshida YJ (2009) An estimation model of value at risk portfolio under uncertainty [J]. Fuzzy Set Syst 45(7):3250–3262CrossRef
Zurück zum Zitat Zhou Zongfang, Jiang Dazhi, Xi Yang, Lin Jianhua (2002) Decision making model of loan’s portfolio optimization based on the yield of VaR [J]. Chin J Manag Sci 10(6):1–7 Zhou Zongfang, Jiang Dazhi, Xi Yang, Lin Jianhua (2002) Decision making model of loan’s portfolio optimization based on the yield of VaR [J]. Chin J Manag Sci 10(6):1–7
Metadaten
Titel
Optimization Model of Loan’s Portfolio Based on Geometric Spectral Measure
verfasst von
Chong Duan
Xiu-min Jia
Copyright-Jahr
2013
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-37270-4_68