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Nonparametric neural network estimation of Lyapunov exponents and a direct test for chaos Author info | Abstract | Publisher info | Download info | Related research | Statistics Shintani, Mototsugu
Linton, Oliver
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Article provided by Elsevier in its journal Journal of Econometrics .
Volume (Year): 120 (2004)
Issue (Month): 1 (May)
Pages: 1-33
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Handle: RePEc:eee:econom:v:120:y:2004:i:1:p:1-33Contact details of provider: Web page: http://www.elsevier.com/locate/jeconom
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Paper Mototsugu Shintani & Oliver Linton, 2003.
"Nonparametric Neural Network Estimation of Lyapunov Exponents and a Direct Test for Chaos ,"
Working Papers
0309, Department of Economics, Vanderbilt University.
[Downloadable!] Oliver Linton & Mototsugu Shintani, 2002.
"Nonparametric Neutral Network Estimation of Lyapunov Exponents and a Direct Test for Chaos ,"
STICERD - Econometrics Paper Series
/2002/434, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
[Downloadable!] Oliver Linton & Mototsugu Shintani, 2003.
"Nonparametric Neural Network Estimation of Lyapunov Exponents and a Direct Test for Chaos ,"
STICERD - Econometrics Paper Series
/2003/455, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
[Downloadable!] References listed on IDEAS 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.: Brock, William A. & Hommes, Cars H., 1998.
"Heterogeneous beliefs and routes to chaos in a simple asset pricing model ,"
Journal of Economic Dynamics and Control ,
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Barnett, William A. & Gallant, A. Ronald & Hinich, Melvin J. & Jungeilges, Jochen A. & Kaplan, Daniel T. & Jensen, Mark J., 1997.
"A single-blind controlled competition among tests for nonlinearity and chaos ,"
Journal of Econometrics ,
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Econometrica ,
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Andrews, Donald W K, 1991.
"Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation ,"
Econometrica ,
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Other versions: Barnett, William A. & Ronald Gallant, A. & Hinich, Melvin J. & Jungeilges, Jochen A. & Kaplan, Daniel T. & Jensen, Mark J., 1995.
"Robustness of nonlinearity and chaos tests to measurement error, inference method, and sample size ,"
Journal of Economic Behavior & Organization ,
Elsevier, vol. 27(2), pages 301-320, July.
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Mototsugu Shintani & Oliver Linton, 2003.
"Is There Chaos in the World Economy? A Nonparametric Test Using Consistent Standard Errors ,"
International Economic Review ,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(1), pages 331-357, February.
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Other versions: Dechert, W D & Gencay, R, 1992.
"Lyapunov Exponents as a Nonparametric Diagnostic for Stability Analysis ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 7(S), pages S41-60, Suppl. De.
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repec:bep:sndecm:6:2002:1:1002-1002 is not listed on IDEAS
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Bask, Mikael & de Luna, Xavier, 2001.
"Characterizing the degree of stability of non-linear dynamic models ,"
Umeå Economic Studies
564, Umeå University, Department of Economics.
Mikael Bask & Xavier de Luna, 2002.
"Characterizing the Degree of Stability of Non-linear Dynamic Models ,"
Studies in Nonlinear Dynamics & Econometrics ,
Berkeley Electronic Press, vol. 6(1).
[Downloadable!] repec:bep:sndecm:1:1996:3:145-154 is not listed on IDEAS
Other versions: Abhyankar, A & Copeland, L S & Wong, W, 1997.
"Uncovering Nonlinear Structure in Real-Time Stock-Market Indexes: The S&P 500, the DAX, the Nikkei 225, and the FTSE-100 ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 15(1), pages 1-14, January.
Serletis, Apostolos, 1995.
"Random Walks, Breaking Trend Functions, and the Chaotic Structure of the Velocity of Money ,"
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Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993.
"A long memory property of stock market returns and a new model ,"
Journal of Empirical Finance ,
Elsevier, vol. 1(1), pages 83-106, June.
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Other versions: W. A. Broock & J. A. Scheinkman & W. D. Dechert & B. LeBaron, 1996.
"A test for independence based on the correlation dimension ,"
Econometric Reviews ,
Taylor and Francis Journals, vol. 15(3), pages 197-235.
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Chung-Ming Kuan & Halbert White, 1994.
"Artificial neural networks: an econometric perspective ,"
Econometric Reviews ,
Taylor and Francis Journals, vol. 13(1), pages 1-91.
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Other versions: Whang, Yoon-Jae & Linton, Oliver, 1999.
"The asymptotic distribution of nonparametric estimates of the Lyapunov exponent for stochastic time series ,"
Journal of Econometrics ,
Elsevier, vol. 91(1), pages 1-42, July.
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Other versions:
Full
references Cited by : (explanations , 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.)
Rodney Wolff & Qiwei Yao & Howell Tong, 2003.
"Statistical Tests for Lyapunov Exponents of Deterministic Systems ,"
School of Economics and Finance Discussion Papers and Working Papers Series
167, School of Economics and Finance, Queensland University of Technology.
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Dominique Guégan & Justin Leroux, 2008.
"Local Lyapunov exponents: Zero plays no role in Forecasting chaotic systems ,"
Cahiers de recherche
08-10, HEC Montréal, Institut d'économie appliquée.
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Mikael Bask & Tung Liu & Anna Widerberg, 2006.
"The Stability of Electricity Prices: Estimation and Inference of the Lyapunov Exponent ,"
Working Papers
200603, Ball State University, Department of Economics, revised Apr 2006.
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Other versions: Cars Hommes & Sebastiano Manzan, 2006.
"Testing for Nonlinear Structure and Chaos in Economic Time. A Comment ,"
Tinbergen Institute Discussion Papers
06-030/1, Tinbergen Institute.
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Elena Olmedo & Ricardo Gimeno & Lorenzo Escot & Ruth Mateos, 2007.
"Convergencia y Estabilidad de los Tipos de Cambio Europeos: Una Aplicación de Exponentes de Lyapunov ,"
Cuadernos de Economía (Latin American Journal of Economics) ,
Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 44(129), pages 91-108.
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William Barnett, 2005.
"Comment on 'Chaotic Monetary Dynamics with Confidence' ,"
Macroeconomics
0505017, EconWPA.
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Other versions:
William Barnett, 2006.
"Comment on 'Chaotic Monetary Dynamics with Confidence' ,"
WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS
200602, University of Kansas, Department of Economics.
[Downloadable!] Barnett, William A., 2006.
"Comments on "Chaotic monetary dynamics with confidence" ,"
Journal of Macroeconomics ,
Elsevier, vol. 28(1), pages 253-255, March.
[Downloadable!] (restricted) Hommes, C.H. & Manzan, S., 2005.
"Testing for Nonlinear Structure and Chaos in Economic Time Series: A Comment ,"
CeNDEF Working Papers
05-14, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
[Downloadable!]
Rodney C Wolff & Qiwei Yao & Howell Tong, 2006.
"Statistical tests for Lyapunov exponents of deterministic systems ,"
Rodney Wolff Papers
2006-8, School of Economics and Finance, Queensland University of Technology.
[Downloadable!]
Vitaliy Vandrovych, 2005.
"Study of Nonlinearities in the Dynamics of Exchange Rates: Is There Any Evidence of Chaos? ,"
Computing in Economics and Finance 2005
234, Society for Computational Economics.
[Downloadable!]
Mototsugu Shintani & Oliver Linton, 2000.
"Is There Chaos in the World Economy? A Nonparametric Test Using Consistent Standard Errors ,"
Working Papers
0111, Department of Economics, Vanderbilt University, revised Jun 2001.
[Downloadable!]
Other versions:
Oliver Linton & Mototsugu Shintani, 2001.
"Is There Chaos in the World Economy? A Nonparametric Test Using Consistent Standard Errors ,"
FMG Discussion Papers
dp383, Financial Markets Group.
[Downloadable!] (restricted) Mototsugu Shintani & Oliver Linton, 2003.
"Is There Chaos in the World Economy? A Nonparametric Test Using Consistent Standard Errors ,"
International Economic Review ,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(1), pages 331-357, February.
[Downloadable!] (restricted)
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