Are Feedback Factors Important in Modeling Financial Data?
AbstractThis paper provides empirical evidence that continuous time models with one factor of volatility are, under some circumstances, able to fit the main characteristics of financial data and reports insights about the importance of introducing feedback factors to capture the strong persistence caused by the presence of changes in the variance. We use the Efficient Method of Moments (EMM) by Gallant and Tauchen (1996) to estimate logarithmic models with one and two stochastic volatility factors (with and without feedback) and to select among them. Copyright (c) International Review of Finance Ltd. 2007.
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Bibliographic InfoArticle provided by International Review of Finance Ltd. in its journal International Review of Finance.
Volume (Year): 7 (2007)
Issue (Month): 3-4 ()
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Web page: http://www.blackwellpublishing.com/journal.asp?ref=1369-412X
Other versions of this item:
- Helena Veiga, 2006. "Are Feedback Factors Important In Modelling Financial Data?," Statistics and Econometrics Working Papers ws060101, Universidad Carlos III, Departamento de Estadística y Econometría.
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Gallant, A. Ronald & Tauchen, George, 1996.
"Which Moments to Match?,"
Cambridge University Press, vol. 12(04), pages 657-681, October.
- Clive W.J. Granger & Namwon Hyung, 2013.
"Occasional Structural Breaks and Long Memory,"
Annals of Economics and Finance,
Society for AEF, vol. 14(2), pages 739-764, November.
- Granger, Clive W.J. & Hyung, Namwon, 1999. "Occasional Structural Breaks and Long Memory," University of California at San Diego, Economics Working Paper Series qt4d60t4jh, Department of Economics, UC San Diego.
- Chernov, Mikhail & Gallant, A. Ronald & Ghysels, Eric & Tauchen, George, 2002.
"Alternative Models for Stock Price Dynamic,"
02-03, Duke University, Department of Economics.
- Diebold, Francis X. & Inoue, Atsushi, 2001.
"Long memory and regime switching,"
Journal of Econometrics,
Elsevier, vol. 105(1), pages 131-159, November.
- Coppejans, Mark & Gallant, A. Ronald, 2002.
"Cross-validated SNP density estimates,"
Journal of Econometrics,
Elsevier, vol. 110(1), pages 27-65, September.
- Michel Beine & Sébastien Laurent, 2003.
"Central Bank interventions and jumps in double long memory models of daily exchange rates,"
ULB Institutional Repository
2013/10435, ULB -- Universite Libre de Bruxelles.
- Beine, Michel & Laurent, Sebastien, 2003. "Central bank interventions and jumps in double long memory models of daily exchange rates," Journal of Empirical Finance, Elsevier, vol. 10(5), pages 641-660, December.
- BEINE, Michel & LAURENT, Sébastien, . "Central bank interventions and jumps in double long memory models of daily exchange rates," CORE Discussion Papers RP -1706, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Brandt, Michael W. & Santa-Clara, Pedro, 2002. "Simulated likelihood estimation of diffusions with an application to exchange rate dynamics in incomplete markets," Journal of Financial Economics, Elsevier, vol. 63(2), pages 161-210, February.
- Yacine Ait-Sahalia, 1995.
"Nonparametric Pricing of Interest Rate Derivative Securities,"
NBER Working Papers
5345, National Bureau of Economic Research, Inc.
- Ait-Sahalia, Yacine, 1996. "Nonparametric Pricing of Interest Rate Derivative Securities," Econometrica, Econometric Society, vol. 64(3), pages 527-60, May.
- repec:cup:etheor:v:12:y:1996:i:4:p:657-81 is not listed on IDEAS
- Ait-Sahalia, Yacine, 1996.
"Testing Continuous-Time Models of the Spot Interest Rate,"
Review of Financial Studies,
Society for Financial Studies, vol. 9(2), pages 385-426.
- Yacine Ait-Sahalia, 1995. "Testing Continuous-Time Models of the Spot Interest Rate," NBER Working Papers 5346, National Bureau of Economic Research, Inc.
- Elena Andreou & Eric Ghysels, 2001.
"Detecting Mutiple Breaks in Financial Market Volatility Dynamics,"
CIRANO Working Papers
- Elena Andreou & Eric Ghysels, 2002. "Detecting multiple breaks in financial market volatility dynamics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(5), pages 579-600.
- Elena Andreou & Eric Ghysels, 2001. "Detecting Multiple Breaks in Financial Market Volatility Dynamics," University of Cyprus Working Papers in Economics 0202, University of Cyprus Department of Economics.
- Ronald Gallant, A. & Tauchen, George, 1999. "The relative efficiency of method of moments estimators1," Journal of Econometrics, Elsevier, vol. 92(1), pages 149-172, September.
- Gallant, A Ronald & Rossi, Peter E & Tauchen, George, 1992. "Stock Prices and Volume," Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 199-242.
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