BibTex RIS Kaynak Göster

Knight Belirsizliği: Risk ve Muğlaklığın Borsa İstanbul Aşırı Getiri Oranları Üzerindeki Etkisi

Yıl 2015, Cilt: 9 Sayı: 2, 45 - 72, 01.12.2015

Öz

Muğlaklık kavramı, finansal piyasalardaki varlık fiyatlama probleminin araştırılmasında neoklasik finans teorisinin göz ardı ettiği önemli bir unsurdur. Risk, gelecekte ortaya çıkacak sonucun ne olacağının bilinmediği ancak muhtemel sonuçlara ilişkin olasılıkların tam olarak bilindiği durumu ifade ederken, muğlaklık ise olasılıkların kesin olarak bilinmediği durum olarak tanımlanmaktadır. Rasyonel beklentiler teorisine dayalı olan ve muğlaklığı içermeyen modeller hisse senedi primi ya da aşırı değişkenlik bulmacaları gibi anomalileri açıklayamamaktadır. Buna karşın yapılan bazı uygulamalı çalışmalar muğlaklık olgusunun bu anomalileri açıklamada önemli bir potansiyel taşıdığını göstermektedir. Bu amaçla muğlaklığı sayısal olarak ölçebilen bir model geliştiren Brenner ve Izakhian 2011 ’ın çalışmasından hareketle Borsa İstanbul’da 04.2003-04.2014 dönemine ilişkin risk ve muğlaklık değişkenleri hesaplanarak piyasa aşırı getiri oranı üzerindeki anlamlılıkları test edilmiştir. Tüm örnek dönemle birlikte incelenen üç ayrı alt dönemden de elde edilen bulgular riskin ve muğlaklığın piyasa aşırı getiri oranı üzerinde istatistiksel olarak anlamlı ancak negatif etkisi olduğu yönündedir. Muğlaklık, riskle birlikte bir başka faktör olarak aşırı getiri oranlarını açıklamada anlamlı bir katkı sağlamaktadır. Söz konusu dönemde Borsa İstanbul yatırımcıları teorinin aksine risk ve muğlaklık arayan yatırımcılardır. Yatırımcıların bu özelliği optimist olmalarına bağlanabilir

Kaynakça

  • Abaan, Ernur Demir (1998). Fayda Teorisi ve Rasyonel Seçimler, Türkiye Cumhu- riyeti Merkez Bankası Araştırma Genel Müdürlüğü, Tartışma Tebliği No:2002/3, Ankara.
  • Ahn, David, Syngjoo Choi, Douglas Gale ve Shachar Kariv (2009). Estimating ambiguity aversion in a portfolio choice experiment, Working Paper.
  • Barillas, F., L.P. Hansen ve T.J. Sargent (2009). Doubts or variability?, Journal of Economic Theory, 144, 2388–2418.
  • Becker, Selwyn W. ve Fred O. Brownson (1964). What Price Ambiguity? Or the Role of Ambiguity in Decision-Making, Journal of Political Economy,72, 62–73.
  • Bossaerts, Peter, Paolo Ghirardato, Serena Guarnaschelli ve William Zame (2010). Ambiguity in asset markets: Theory and experiment, Review of Financial Studies, 23, 1325–1359.
  • Bossaerts, Peter, Paolo Ghirardato, Serena Guarneschelli ve William R. Zame (2009). Ambiguity in Asset Markets: Theory and Experiment, http://www.carlo- alberto.org/assets/working-papers/no.27.pdf
  • Boyle, P. P., L. Garlappi, R. Uppal, ve T. Wang (2012). Keynes Meets Markowitz: The Tradeoff between Familiarity and Diversification, Management Science, 58 (2), 253-272.
  • Breeden, D.(1979). An Intertemporal Asset Pricing Model with Stochastic Con- sumption and Investment Opportunities, Journal of Financial Economics, 7, 265- 296.
  • Brenner, Menachem ve Yehuda Izhakian (2011). Asset Pricing and Ambiguity: Empirical Evidence (January 2012). NYU Working Paper No. 2451/31453. Avai- lable at SSRN: http://ssrn.com/abstract=1996802
  • Cagetti, M., L.Hansen, T.Sargent ve N.Williams (2002). Robustness and Pricing with Uncertain Growth, Review of Financial Studies, 15, 363-404.
  • Chen, Y., P. Katušcák ve E. Ozdenoren (2007). Sealed bid auctions with ambi- guity: Theory and experiments, Journal of Economic Theory, 136 (1), 513-535.
  • Collard, Fabrice, Sujoy Mukerji, Kevin Sheppard ve Jean-Marc Tallon (2012). Am- biguity and the Historical Equity Premium, CES working papers, Documents de Travail du Centre d’Economie de la Sorbonne.
  • Cox, J., J. Ingersoll ve S. Ross (1985). An Intertemporal General Equilibrium Mo- delof Asset Prices, Econometrica, 53, 363-384.
  • Ellsberg, Daniel (1961). Risk, Ambiguity, and the Savage Axioms, Quarterly Jour- nal of Economics, 75, 643-669.
  • Epstein, Larry G. ve Tan Wang (1994). Intertemporal Asset Pricing Under Knigh- tian Uncertainty, Econometrica, 62, 283-322.
  • Erbaş, S. Nuri ve Abbas Mirakhor (2007). The Equity Premium Puzzle, Ambiguity Aversion, and Institutional Quality, IMF Working Paper, WP/07/230, Eylül.
  • French, K.R., G.W.Schwert ve R.E.Stambaugh (1987). Expected Stock Returns and Volatility, Journal of Financial Economics, 19, 3-29.
  • Gilboa, Itzhak (1987). Expected utility with purely subjective non-additive proba- bilities, Journal of Mathematical Economics, 16 (1), 65–88.
  • http://en.citizendium.org/wiki/Bank_failures_and_rescues/Timelines#2007 (eri- şim tarihi: 03.01.2013).
  • http://en.wikipedia.org/wiki/List_of_banks_acquired_or_bankrupted_during_ the_2007%E2%80%932012_global_financial_crisis (erişim tarihi: 03.01.2013).
  • Illeditsch, Philipp Karl (2011). Ambiguous Information, Portfolio Inertia and Excess Volatility, Journal of Finance, forthcoming, SSRN: http://ssrn.com/abs- tract=1600299.
  • Izhakian, Yehuda (2011). Shadow Probability Theory for Ambiguity Measure- ment, preprint#1937645 at SSRN.
  • Izhakian, Yehuda (2012). Capital Asset Pricing under Ambiguity, NYU Working Paper No. 2451/31464. Available at SSRN: http://ssrn.com/abstract=2007815.
  • Ju, Nengjiu ve Jianjun Miao (2009). Ambiguity, Learning, and Asset Returns, Econometrica, 80 (2), 559-591.
  • Knight, Frank (1921). Risk, Uncertainty and Profit, University of Chicago Press.
  • Kogan, L. ve T. Wang (2003). A Simple Theory of Asset Pricing under Model Uncertainty, Working Paper, MIT.
  • LeRoy, Stephen F. ve Rischard D. Porter (1981). The Present Value Relation: Tests Based on Implied Varianc Bounds, Econometrica, 49, 555-574.
  • Lintner, John (1965). The Valuation of Risk Assets and Selection of Risky Invest- ments in Stock Portfolios and Capital Budgets, Review of Economics and Statis- tics, 47 (1), 13-37.
  • Lucas, R. (1978), Asset prices in an exchange economy, Econometrica 46, 1429- 1445.
  • Maffioletti, A. ve M. Santoni (2005). Do Trade Union Leaders Violate Subjective Expected Utility? Some Insights from Experimental Data, Theory and Decision, 59, 207–253.
  • Maccheroni, Fabio, Massimo Marinacci ve Doriana Ruffino (2013). Alpha as Am- biguity: Robust Mean-Variance Portfolio Analysis, Econometrica, 81 (3), 1075- 1113.
  • Mehra, Rajnish ve Edward C.Prescott (1985). The Equity Premium: A Puzzle, Journal of Monetary Economics, North Holland, 15, 145-161.
  • Mossin, Jan (1966). Equilibrium in a Capital Market, Econometrica, 34 (4), 768- 783.
  • Pflug, Georg ve David Wozabal (2007). Ambiguity in Portfolio Selection, Quanti- tative Finance, 7 (4), 435–442.
  • Rieger, Marc Oliver ve Mei Wang (2012). Can Ambiguity Aversion Solve the Equ- ity Premium Puzzle? Survey Evidence from International Data, Finance Research Letters, 9, 63-72.
  • Schmeidler, David (1989). Subjective Probability and Expected Utility without Additivity, Econometrica, 57 (3), 571–587.
  • Sharpe, William F. (1964). Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk, Journal of Finance, 19 (3), 425-442.
  • Shiller, Robert J. (1981). Do Stock Prices Move too much to be Justified by Sub- sequent Changes in Dividends?, American Economic Review, 71, 421-436.
  • Teitelbaum, Joshua C. (2007). A Unilateral Accident Model under Ambiguity, The Journal Of Legal Studies, 36 (2), 431-477.
  • Thimme, Julian ve Clemens Völkert (2012). Ambiguity in the Cross-Section of Expected Returns: An Empirical Assessment, (Eylül 9). SSRN: http://ssrn.com/ abstract=2144673.
  • Tversky, A. ve D. Kahneman (1992). Advances in Prospect Theory: Cumulative Representation of Uncertainty, Journal of Risk and Uncertainty, 5 (4), 297–323.
  • Von Neumann, J. ve O.Morgenstern (1944). Theory of Games and Economic Behavior, University Press.
  • Wakker, P. P., D. R.M. Timmermans ve I. E. Machielse (2007). The Effects of Sta- tistical Information on Risk and Ambiguity Attitudes, and on Rational Insurance Decisions, Management Science, 53, 1770–1784.

Knightian Uncertainty: The Effects of Risk and Ambiguity on Excess Returns of Borsa Istanbul

Yıl 2015, Cilt: 9 Sayı: 2, 45 - 72, 01.12.2015

Öz

Knightian Uncertainty: The Effects of Risk and Ambiguity on Excess Returns of Borsa IstanbulAmbiguity is an important factor that is ignored in investigating the asset pricing problem in neoclassical finance theory. Risk is the phenomenon which describes the situation when future result is not known but the probabilities of future states are precisely known. On the other hand, ambiguity is the situation which describes not only the future result is known but the probabilities of the future states are also not known. The models which are based on rational expectations theory and exclude ambiguity, are insufficient in explaining some asset pricing anomalies like equity premium and excess volatility. Several empirical analyses show that ambiguity has an important potantial in explaining these anomalies. Following Brenner and Izakhian 2011 which develops a model that generates a quantitative ambuguity measure, the aim of this paper is to test the effects of risk and ambiguity on market excess returns of Borsa Istanbul in April 2003-April 2014 period. The evidence from full sample period as well as three subperiods show that risk and ambiguity have statistically significant but negative effects on excess returns. The ambiguity, as another factor along with the risk, has a significant contribution in explaining excess returns. Investors in Borsa Istanbul exhibit a risk and ambiguity seeking behavior in this period. This attitude can be explained by their optimistic behavior

Kaynakça

  • Abaan, Ernur Demir (1998). Fayda Teorisi ve Rasyonel Seçimler, Türkiye Cumhu- riyeti Merkez Bankası Araştırma Genel Müdürlüğü, Tartışma Tebliği No:2002/3, Ankara.
  • Ahn, David, Syngjoo Choi, Douglas Gale ve Shachar Kariv (2009). Estimating ambiguity aversion in a portfolio choice experiment, Working Paper.
  • Barillas, F., L.P. Hansen ve T.J. Sargent (2009). Doubts or variability?, Journal of Economic Theory, 144, 2388–2418.
  • Becker, Selwyn W. ve Fred O. Brownson (1964). What Price Ambiguity? Or the Role of Ambiguity in Decision-Making, Journal of Political Economy,72, 62–73.
  • Bossaerts, Peter, Paolo Ghirardato, Serena Guarnaschelli ve William Zame (2010). Ambiguity in asset markets: Theory and experiment, Review of Financial Studies, 23, 1325–1359.
  • Bossaerts, Peter, Paolo Ghirardato, Serena Guarneschelli ve William R. Zame (2009). Ambiguity in Asset Markets: Theory and Experiment, http://www.carlo- alberto.org/assets/working-papers/no.27.pdf
  • Boyle, P. P., L. Garlappi, R. Uppal, ve T. Wang (2012). Keynes Meets Markowitz: The Tradeoff between Familiarity and Diversification, Management Science, 58 (2), 253-272.
  • Breeden, D.(1979). An Intertemporal Asset Pricing Model with Stochastic Con- sumption and Investment Opportunities, Journal of Financial Economics, 7, 265- 296.
  • Brenner, Menachem ve Yehuda Izhakian (2011). Asset Pricing and Ambiguity: Empirical Evidence (January 2012). NYU Working Paper No. 2451/31453. Avai- lable at SSRN: http://ssrn.com/abstract=1996802
  • Cagetti, M., L.Hansen, T.Sargent ve N.Williams (2002). Robustness and Pricing with Uncertain Growth, Review of Financial Studies, 15, 363-404.
  • Chen, Y., P. Katušcák ve E. Ozdenoren (2007). Sealed bid auctions with ambi- guity: Theory and experiments, Journal of Economic Theory, 136 (1), 513-535.
  • Collard, Fabrice, Sujoy Mukerji, Kevin Sheppard ve Jean-Marc Tallon (2012). Am- biguity and the Historical Equity Premium, CES working papers, Documents de Travail du Centre d’Economie de la Sorbonne.
  • Cox, J., J. Ingersoll ve S. Ross (1985). An Intertemporal General Equilibrium Mo- delof Asset Prices, Econometrica, 53, 363-384.
  • Ellsberg, Daniel (1961). Risk, Ambiguity, and the Savage Axioms, Quarterly Jour- nal of Economics, 75, 643-669.
  • Epstein, Larry G. ve Tan Wang (1994). Intertemporal Asset Pricing Under Knigh- tian Uncertainty, Econometrica, 62, 283-322.
  • Erbaş, S. Nuri ve Abbas Mirakhor (2007). The Equity Premium Puzzle, Ambiguity Aversion, and Institutional Quality, IMF Working Paper, WP/07/230, Eylül.
  • French, K.R., G.W.Schwert ve R.E.Stambaugh (1987). Expected Stock Returns and Volatility, Journal of Financial Economics, 19, 3-29.
  • Gilboa, Itzhak (1987). Expected utility with purely subjective non-additive proba- bilities, Journal of Mathematical Economics, 16 (1), 65–88.
  • http://en.citizendium.org/wiki/Bank_failures_and_rescues/Timelines#2007 (eri- şim tarihi: 03.01.2013).
  • http://en.wikipedia.org/wiki/List_of_banks_acquired_or_bankrupted_during_ the_2007%E2%80%932012_global_financial_crisis (erişim tarihi: 03.01.2013).
  • Illeditsch, Philipp Karl (2011). Ambiguous Information, Portfolio Inertia and Excess Volatility, Journal of Finance, forthcoming, SSRN: http://ssrn.com/abs- tract=1600299.
  • Izhakian, Yehuda (2011). Shadow Probability Theory for Ambiguity Measure- ment, preprint#1937645 at SSRN.
  • Izhakian, Yehuda (2012). Capital Asset Pricing under Ambiguity, NYU Working Paper No. 2451/31464. Available at SSRN: http://ssrn.com/abstract=2007815.
  • Ju, Nengjiu ve Jianjun Miao (2009). Ambiguity, Learning, and Asset Returns, Econometrica, 80 (2), 559-591.
  • Knight, Frank (1921). Risk, Uncertainty and Profit, University of Chicago Press.
  • Kogan, L. ve T. Wang (2003). A Simple Theory of Asset Pricing under Model Uncertainty, Working Paper, MIT.
  • LeRoy, Stephen F. ve Rischard D. Porter (1981). The Present Value Relation: Tests Based on Implied Varianc Bounds, Econometrica, 49, 555-574.
  • Lintner, John (1965). The Valuation of Risk Assets and Selection of Risky Invest- ments in Stock Portfolios and Capital Budgets, Review of Economics and Statis- tics, 47 (1), 13-37.
  • Lucas, R. (1978), Asset prices in an exchange economy, Econometrica 46, 1429- 1445.
  • Maffioletti, A. ve M. Santoni (2005). Do Trade Union Leaders Violate Subjective Expected Utility? Some Insights from Experimental Data, Theory and Decision, 59, 207–253.
  • Maccheroni, Fabio, Massimo Marinacci ve Doriana Ruffino (2013). Alpha as Am- biguity: Robust Mean-Variance Portfolio Analysis, Econometrica, 81 (3), 1075- 1113.
  • Mehra, Rajnish ve Edward C.Prescott (1985). The Equity Premium: A Puzzle, Journal of Monetary Economics, North Holland, 15, 145-161.
  • Mossin, Jan (1966). Equilibrium in a Capital Market, Econometrica, 34 (4), 768- 783.
  • Pflug, Georg ve David Wozabal (2007). Ambiguity in Portfolio Selection, Quanti- tative Finance, 7 (4), 435–442.
  • Rieger, Marc Oliver ve Mei Wang (2012). Can Ambiguity Aversion Solve the Equ- ity Premium Puzzle? Survey Evidence from International Data, Finance Research Letters, 9, 63-72.
  • Schmeidler, David (1989). Subjective Probability and Expected Utility without Additivity, Econometrica, 57 (3), 571–587.
  • Sharpe, William F. (1964). Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk, Journal of Finance, 19 (3), 425-442.
  • Shiller, Robert J. (1981). Do Stock Prices Move too much to be Justified by Sub- sequent Changes in Dividends?, American Economic Review, 71, 421-436.
  • Teitelbaum, Joshua C. (2007). A Unilateral Accident Model under Ambiguity, The Journal Of Legal Studies, 36 (2), 431-477.
  • Thimme, Julian ve Clemens Völkert (2012). Ambiguity in the Cross-Section of Expected Returns: An Empirical Assessment, (Eylül 9). SSRN: http://ssrn.com/ abstract=2144673.
  • Tversky, A. ve D. Kahneman (1992). Advances in Prospect Theory: Cumulative Representation of Uncertainty, Journal of Risk and Uncertainty, 5 (4), 297–323.
  • Von Neumann, J. ve O.Morgenstern (1944). Theory of Games and Economic Behavior, University Press.
  • Wakker, P. P., D. R.M. Timmermans ve I. E. Machielse (2007). The Effects of Sta- tistical Information on Risk and Ambiguity Attitudes, and on Rational Insurance Decisions, Management Science, 53, 1770–1784.
Toplam 43 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Bölüm Research Article
Yazarlar

Erdinç Altay Bu kişi benim

Yayımlanma Tarihi 1 Aralık 2015
Yayımlandığı Sayı Yıl 2015 Cilt: 9 Sayı: 2

Kaynak Göster

APA Altay, E. (2015). Knight Belirsizliği: Risk ve Muğlaklığın Borsa İstanbul Aşırı Getiri Oranları Üzerindeki Etkisi. BDDK Bankacılık Ve Finansal Piyasalar Dergisi, 9(2), 45-72.