This file is part of IDEAS , which uses RePEc data
[ Papers |
Articles |
Software |
Books |
Chapters |
Authors |
Institutions |
JEL Classification |
NEP reports |
Search |
New papers by email |
Author registration |
Rankings |
Volunteers |
FAQ |
Blog |
Help! ]
Modelling Financial High Frequency Data Using Point Processes Author info | Abstract | Publisher info | Download info | Related research | Statistics Luc, BAUWENS (UNIVERSITE CATHOLIQUE DE LOUVAIN, Department of Economics)
Nikolaus, HAUTSCH
Additional information is available for the following
registered author(s):
In this chapter written for a forthcoming Handbook of Financial Time Series to be published by Springer-Verlag, we review the econometric literature on dynamic duration and intensity processes applied to high frequency financial data, which was boosted by the work of Engle and Russell (1997) on autoregressive duration models
To download:
If you experience problems downloading a file, check if you have the
proper application to
view it first. Information about this may be contained
in the File-Format links below. In case of further problems read
the IDEAS help
page . Note that these files are not on the IDEAS
site. Please be patient as the files may be large.
Paper provided by Université catholique de Louvain, Département des Sciences Economiques in its series Discussion Papers (ECON - Département des Sciences Economiques) with number
2006039.
Download reference. The following formats are available: HTML
(with abstract ),
plain text
(with abstract ),
BibTeX ,
RIS (EndNote, RefMan, ProCite),
ReDIF
Length: 33
Date of creation: 18 Sep 2006Date of revision:
Handle: RePEc:ctl:louvec:2006039Contact details of provider: Postal: Place Montesquieu 3, 1348 Louvain-la-Neuve (Belgium) Fax: +32 10473945 Email: Web page: http://www.uclouvain.be/econ More information through EDIRC
For technical questions regarding this item, or to correct its listing, contact: (Anne DAVISTER).
Keywords: Duration ; Intensity ; Point process ; High frequency data ; ACD models ; Other versions of this item:
Paper Luc Bauwens & Nikolaus Hautsch, 2007.
"Modelling Financial High Frequency Data Using Point Processes ,"
SFB 649 Discussion Papers
SFB649DP2007-066, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
[Downloadable!] BAUWENS, Luc & HAUTSCH, Nikolaus, 2006.
"Modelling financial high frequency data using point processes ,"
CORE Discussion Papers
2006080, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
[Downloadable!] Find related papers by JEL classification: C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
This paper has been announced in the following NEP Reports :
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.: Diebold, Francis X & Gunther, Todd A & Tay, Anthony S, 1998.
"Evaluating Density Forecasts with Applications to Financial Risk Management ,"
International Economic Review ,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 863-83, November.
Drost, Feike C & Werker, Bas J M, 2004.
"Semiparametric Duration Models ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 22(1), pages 40-50, January.
Other versions: BAUWENS, Luc & VEREDAS, David, 1999.
"The stochastic conditional duration model: a latent factor model for the analysis of financial durations ,"
CORE Discussion Papers
1999058, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
[Downloadable!]
John Knight & Cathy Q. Ning, 2008.
"Estimation of the stochastic conditional duration model via alternative methods ,"
Econometrics Journal ,
Royal Economic Society, vol. 11(3), pages 593-616, November.
[Downloadable!] (restricted)
Han, Aaron & Hausman, Jerry A, 1990.
"Flexible Parametric Estimation of Duration and Competing Risk Models ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 5(1), pages 1-28, January-M.
[Downloadable!] (restricted)
Yacine Ait-Sahalia, 1995.
"Testing Continuous-Time Models of the Spot Interest Rate ,"
NBER Working Papers
5346, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Georges Dionne & Pierre Duchesne & Maria Pacurar, 2005.
"Intraday Value at Risk (IVaR) Using Tick-by-Tick Data with Application to the Toronto Stock Exchange ,"
Cahiers de recherche
0533, CIRPEE.
[Downloadable!]
Robert F. Engle & Asger Lunde, 1998.
"Trades and Quotes: A Bivariate Point Process ,"
University of California at San Diego, Economics Working Paper Series
98-07, Department of Economics, UC San Diego.
[Downloadable!]
Other versions:
Robert Engle & Asger Lunde, 1998.
"Trades and Quotes: A Bivariate Point Process ,"
University of California at San Diego, Economics Working Paper Series
1998-07, Department of Economics, UC San Diego.
[Downloadable!] Robert F. Engle & Asger Lunde, 2003.
"Trades and Quotes: A Bivariate Point Process ,"
Journal of Financial Econometrics ,
Oxford University Press, vol. 1(2), pages 159-188.
Engle, Robert F & Ng, Victor K, 1993.
" Measuring and Testing the Impact of News on Volatility ,"
Journal of Finance ,
American Finance Association, vol. 48(5), pages 1749-78, December.
[Downloadable!] (restricted)
Other versions: Hasbrouck, Joel, 1991.
" Measuring the Information Content of Stock Trades ,"
Journal of Finance ,
American Finance Association, vol. 46(1), pages 179-207, March.
[Downloadable!] (restricted)
Gallant, A. Ronald, 1981.
"On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form ,"
Journal of Econometrics ,
Elsevier, vol. 15(2), pages 211-245, February.
[Downloadable!] (restricted)
Luc Bauwens & Pierre Giot, 2003.
"Asymmetric ACD models: Introducing price information in ACD models ,"
Empirical Economics ,
Springer, vol. 28(4), pages 709-731, November.
[Downloadable!] (restricted)
Christian M. Hafner, 2000.
"Durations, Volume and the Prediction of Financial Returns in Transaction Time ,"
Econometric Society World Congress 2000 Contributed Papers
0599, Econometric Society.
[Downloadable!]
Easley, David & O'Hara, Maureen, 1992.
" Time and the Process of Security Price Adjustment ,"
Journal of Finance ,
American Finance Association, vol. 47(2), pages 576-605, June.
Ghysels, Eric & Gourieroux, Christian & Jasiak, Joann, 2004.
"Stochastic volatility duration models ,"
Journal of Econometrics ,
Elsevier, vol. 119(2), pages 413-433, April.
[Downloadable!] (restricted)
Heinen, Andreas & Rengifo, Erick, 2007.
"Multivariate autoregressive modeling of time series count data using copulas ,"
Journal of Empirical Finance ,
Elsevier, vol. 14(4), pages 564-583, September.
[Downloadable!] (restricted)
Eric Ghysels & Joanna Jasiak, 1998.
"GARCH for Irregularly Spaced Financial Data: The ACD-GARCH Model ,"
Studies in Nonlinear Dynamics & Econometrics ,
Berkeley Electronic Press, vol. 2(4).
[Downloadable!]
Meitz, Mika & Terasvirta, Timo, 2006.
"Evaluating Models of Autoregressive Conditional Duration ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 24, pages 104-124, January.
[Downloadable!] (restricted)
Other versions: Luc, BAUWENS & Arie, PREMINGER & Jeroen, ROMBOUTS, 2006.
"Regime switching GARCH models ,"
Discussion Papers (ECON - Département des Sciences Economiques)
2006006, Université catholique de Louvain, Département des Sciences Economiques.
[Downloadable!]
Other versions:
BAUWENS, Luc & PREMINGER, Arie & ROMBOUTS, Jeroen, 2006.
"Regime switching GARCH models ,"
CORE Discussion Papers
2006011, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
[Downloadable!] Luc Bauwens & Arie Preminger & Jeroen V.K. Rombouts, 2006.
"Regime switching GARCH models ,"
Cahiers de recherche
06-08, HEC Montréal, Institut d'économie appliquée.
[Downloadable!] Robert F. Engle & Jeffrey R. Russell, 1998.
"Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data ,"
Econometrica ,
Econometric Society, vol. 66(5), pages 1127-1162, September.
repec:att:wimass:199520 is not listed on IDEAS
Bauwens, Luc & Veredas, David, 2004.
"The stochastic conditional duration model: a latent variable model for the analysis of financial durations ,"
Journal of Econometrics ,
Elsevier, vol. 119(2), pages 381-412, April.
[Downloadable!] (restricted)
Giovanni De Luca & Giampiero M. Gallo, 2004.
"Mixture Processes for Financial Intradaily Durations ,"
Studies in Nonlinear Dynamics & Econometrics ,
Berkeley Electronic Press, vol. 8(2).
[Downloadable!]
Carrasco, Marine & Chen, Xiaohong, 2002.
"Mixing And Moment Properties Of Various Garch And Stochastic Volatility Models ,"
Econometric Theory ,
Cambridge University Press, vol. 18(01), pages 17-39, February.
[Downloadable!]
Gerhard, Frank & Hautsch, Nikolaus, 2002.
"Volatility estimation on the basis of price intensities ,"
Journal of Empirical Finance ,
Elsevier, vol. 9(1), pages 57-89, January.
[Downloadable!] (restricted)
Other versions: Nikolaus Hautsch, 2003.
"Assessing the Risk of Liquidity Suppliers on the Basis of Excess Demand Intensities ,"
Journal of Financial Econometrics ,
Oxford University Press, vol. 1(2), pages 189-215.
Giovanni De Luca & Paola Zuccolotto, 2003.
"Finite and infinite mixtures for financial durations ,"
Metron - International Journal of Statistics ,
Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 431-455.
[Downloadable!]
Roman Liesenfeld & Ingmar Nolte & Winfried Pohlmeier, 2006.
"Modelling financial transaction price movements: a dynamic integer count data model ,"
Empirical Economics ,
Springer, vol. 30(4), pages 795-825, January.
[Downloadable!] (restricted)
Hall, Anthony D. & Hautsch, Nikolaus, 2007.
"Modelling the buy and sell intensity in a limit order book market ,"
Journal of Financial Markets ,
Elsevier, vol. 10(3), pages 249-286, August.
[Downloadable!] (restricted)
Marcelo Fernandes & Joachim Grammig, 2000.
"Non-Parametric Specification Tests For Conditional Duration Models ,"
Computing in Economics and Finance 2000
40, Society for Computational Economics.
[Downloadable!]
Other versions:
Fernandes, M. & Grammig, J., 2000.
"Non-Parametric Specification Tests for Conditional Duration Models ,"
Economics Working Papers
eco2000/4, European University Institute.
Fernandes, Marcelo & Grammig, Joachim, 2003.
"Nonparametric specification tests for conditional duration models ,"
Economics Working Papers (Ensaios Economicos da EPGE)
502, Graduate School of Economics, Getulio Vargas Foundation (Brazil).
[Downloadable!] Fernandes, Marcelo & Grammig, Joachim, 2005.
"Nonparametric specification tests for conditional duration models ,"
Journal of Econometrics ,
Elsevier, vol. 127(1), pages 35-68, July.
[Downloadable!] (restricted) Kiefer, Nicholas M, 1988.
"Economic Duration Data and Hazard Functions ,"
Journal of Economic Literature ,
American Economic Association, vol. 26(2), pages 646-79, June.
[Downloadable!] (restricted)
James D. Hamilton & Oscar Jorda, 2002.
"A Model of the Federal Funds Rate Target ,"
Journal of Political Economy ,
University of Chicago Press, vol. 110(5), pages 1135-1167, October.
[Downloadable!] (restricted)
Other versions: Grammig, Joachim & Wellner, Marc, 2002.
"Modeling the interdependence of volatility and inter-transaction duration processes ,"
Journal of Econometrics ,
Elsevier, vol. 106(2), pages 369-400, February.
[Downloadable!] (restricted)
Other versions: Alfonso Dufour & Robert F Engle, 2000.
"The ACD Model: Predictability of the Time Between Concecutive Trades ,"
ICMA Centre Discussion Papers in Finance
icma-dp2000-05, Henley Business School, Reading University.
[Downloadable!]
Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity ,"
Journal of Econometrics ,
Elsevier, vol. 31(3), pages 307-327, April.
[Downloadable!] (restricted)
Luc Bauwens & Nikolaus Hautsch, 2006.
"Stochastic Conditional Intensity Processes ,"
Journal of Financial Econometrics ,
Oxford University Press, vol. 4(3), pages 450-493.
[Downloadable!] (restricted)
Clive G. Bowsher, 2005.
"Modelling Security Market Events in Continuous Time: Intensity Based, Multivariate Point Process Models ,"
Economics Papers
2005-W26, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
Other versions: Large, Jeremy, 2007.
"Measuring the resiliency of an electronic limit order book ,"
Journal of Financial Markets ,
Elsevier, vol. 10(1), pages 1-25, February.
[Downloadable!] (restricted)
Bauwens, Luc & Giot, Pierre & Grammig, Joachim & Veredas, David, 2004.
"A comparison of financial duration models via density forecasts ,"
International Journal of Forecasting ,
Elsevier, vol. 20(4), pages 589-609.
[Downloadable!] (restricted)
Other versions:
Luc Bauwens & Pierre Giot & Joachim Grammig & David Veredas, 2000.
"A Comparison of Financial Duration Models via Density Forecasts ,"
Econometric Society World Congress 2000 Contributed Papers
0810, Econometric Society.
[Downloadable!] BAUWENS , Luc & GIOT, Pierre & GRAMMIG, Joachim & VEREDAS, David, 2000.
"A comparison of financial duration models via density forecasts ,"
CORE Discussion Papers
2000060, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
[Downloadable!] Joann Jasiak, 1996.
"Persistence in Intertrade Durations ,"
Working Papers
1999_8, York University, Department of Economics, revised Mar 1999.
[Downloadable!]
Meddahi, Nour & Renault, Eric & Werker, Bas, 2006.
"GARCH and irregularly spaced data ,"
Economics Letters ,
Elsevier, vol. 90(2), pages 200-204, February.
[Downloadable!] (restricted)
Other versions: Nikolaus Hautsch, 2006.
"Testing the Conditional Mean Function of Autoregressive Conditional Duration Models ,"
FRU Working Papers
2006/06, University of Copenhagen. Department of Economics. Finance Research Unit.
[Downloadable!]
Giovanni De Luca & Giampiero Gallo, 2006.
"Time-varying Mixing Weights in Mixture Autoregressive Conditional Duration Models ,"
Econometrics Working Papers Archive
wp2006_12, Universita' degli Studi di Firenze, Dipartimento di Statistica "G. Parenti".
[Downloadable!]
Other versions: Robert Engle, 2002.
"New frontiers for arch models ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 17(5), pages 425-446.
[Downloadable!]
Anthony Hall & Nikolaus Hautsch, 2006.
"Order aggressiveness and order book dynamics ,"
Empirical Economics ,
Springer, vol. 30(4), pages 973-1005, January.
[Downloadable!] (restricted)
Other versions: Mika Meitz & Pentti Saikkonen, 2007.
"Ergodicity, mixing, and existence of moments of a class of Markov models with applications to GARCH and ACD models ,"
Economics Series Working Papers
327, University of Oxford, Department of Economics.
[Downloadable!]
Other versions:
Meitz, Mika & Saikkonen, Pentti, 2004.
"Ergodicity, mixing, and existence of moments of a class of Markov models with applications to GARCH and ACD models ,"
Working Paper Series in Economics and Finance
573, Stockholm School of Economics, revised 20 Apr 2007.
[Downloadable!] Meitz, Mika & Saikkonen, Pentti, 2008.
"Ergodicity, Mixing, And Existence Of Moments Of A Class Of Markov Models With Applications To Garch And Acd Models ,"
Econometric Theory ,
Cambridge University Press, vol. 24(05), pages 1291-1320, October.
[Downloadable!] Fernandes, Marcelo & Grammig, Joachim, 2006.
"A family of autoregressive conditional duration models ,"
Journal of Econometrics ,
Elsevier, vol. 130(1), pages 1-23, January.
[Downloadable!] (restricted)
Other versions:
Fernandes, Marcelo & Grammig, Joachim, 2003.
"A family of autoregressive conditional duration models ,"
Economics Working Papers (Ensaios Economicos da EPGE)
501, Graduate School of Economics, Getulio Vargas Foundation (Brazil).
[Downloadable!] Fernandes, Marcelo & Grammig, Joachim, 2002.
"A Family of Autoregressive Conditional Duration Models ,"
Economics Working Papers (Ensaios Economicos da EPGE)
440, Graduate School of Economics, Getulio Vargas Foundation (Brazil).
[Downloadable!] FERNANDES, Marcelo & GRAMMIG, Joachim, 2001.
"A family of autoregressive conditional duration models ,"
CORE Discussion Papers
2001036, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
[Downloadable!]
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.)
Nikolaus Hautsch, 2007.
"Capturing Common Components in High-Frequency Financial Time Series: A Multivariate Stochastic Multiplicative Error Model ,"
CFS Working Paper Series
2007/25, Center for Financial Studies.
[Downloadable!]
Other versions:
Nikolaus Hautsch, 2007.
"Capturing Common Components in High-Frequency Financial Time Series: A Multivariate Stochastic Multiplicative Error Model ,"
SFB 649 Discussion Papers
SFB649DP2007-052, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
[Downloadable!] Hautsch, Nikolaus, 2008.
"Capturing common components in high-frequency financial time series: A multivariate stochastic multiplicative error model ,"
Journal of Economic Dynamics and Control ,
Elsevier, vol. 32(12), pages 3978-4015, December.
[Downloadable!] (restricted) Frank Gerhard & Nikolaus Hautsch, 2006.
"A Dynamic Semiparametric Proportional Hazard Model ,"
FRU Working Papers
2006/05, University of Copenhagen. Department of Economics. Finance Research Unit.
[Downloadable!]
Sebastian Braun & Nadja Dwenger & Dorothea Kübler, 2007.
"Telling the Truth May Not Pay Off: An Empirical Study of Centralised University Admissions in Germany ,"
SFB 649 Discussion Papers
SFB649DP2007-070, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
[Downloadable!]
Other versions:
Access and
download statistics Did you know? Over 1000 institutions contribute their bibliographic data directly to this service.
This page was last updated on 2009-12-1.
This information is provided to you by IDEAS at the Department of Economics , College of Liberal Arts and Sciences , University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics .