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BIN Models for Trade-by-Trade Data. Modelling the Number of Trades in a Fixed Interval of Time Author info | Abstract | Publisher info | Download info | Related research | Statistics Tina Hviid Rydberg (Nuffield College)
Neil Shephard (Nuffield College)
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In this paper we propose a simple time series model of the number of transactions made in intervals of length $\Delta $ seconds. We call this model the {\sf BIN} model. The properties of the {\sf BIN} model are evaluated while we explore connections between this model and Cox processes --- that is Poisson processes with random intensities. We apply the modelling framework to data on trades in IBM shares.
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Paper provided by Econometric Society in its series Econometric Society World Congress 2000 Contributed Papers with number
0740.
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Date of creation: 01 Aug 2000Date of revision:
Handle: RePEc:ecm:wc2000:0740Contact details of provider: Phone: 1 212 998 3820 Fax: 1 212 995 4487 Email: Web page: http://www.econometricsociety.org/pastmeetings.asp More information through EDIRC
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Keywords: 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.:
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Econometrica ,
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Drost, Feike C & Nijman, Theo E, 1993.
"Temporal Aggregation of GARCH Processes ,"
Econometrica ,
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Other versions:
Drost, F.C. & Nijman, T.E., 1992.
"Temporal Aggregation of Garch Processes ,"
Papers
9240, Tilburg - Center for Economic Research.
Drost, F.C. & Nijman, T.E., 1990.
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OFRC Working Papers Series
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Nelson, Daniel B & Cao, Charles Q, 1992.
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Journal of Business & Economic Statistics ,
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University of California at San Diego, Economics Working Paper Series
98-10, Department of Economics, UC San Diego.
[Downloadable!]
Other versions:
Jeffrey R. Russell & Robert F. Engle, 1998.
"Econometric Analysis of Discrete-valued Irregularly-spaced Financial Transactions Data Using a New Autoregressive Conditional Multinomial Model ,"
CRSP working papers
470, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
[Downloadable!] Jeffrey Russell & Robert Engle, 1998.
"Econometric Analysis of Discrete-Valued Irregularly-Spaced Financial Transactions Data Using a New Autoregressive Conditional Multinomial Model ,"
University of California at San Diego, Economics Working Paper Series
1998-10, Department of Economics, UC San Diego.
[Downloadable!] Ghysels, E. & Harvey, A. & Renault, E., 1996.
"Stochastic Volatility ,"
Cahiers de recherche
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[Downloadable!]
Other versions:
Ghysels, E. & Harvey, A. & Renault, E., 1996.
"Stochastic Volatility ,"
Cahiers de recherche
9613, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
Eric Ghysels & Andrew Harvey & Éric Renault, 1995.
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CIRANO Working Papers
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95.400, Toulouse - GREMAQ.
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Review of Financial Studies ,
Oxford University Press for Society for Financial Studies, vol. 4(4), pages 727-52.
[Downloadable!] (restricted)
Tina Hviid Rydberg & Neil Shephard, 2002.
"Dynamics of trade-by-trade price movements: decomposition and models ,"
OFRC Working Papers Series
2002fe04, Oxford Financial Research Centre.
[Downloadable!]
Other versions:
Tina Hviid Rydberg & Neil Shephard, 2002.
"Dynamics of trade-by-trade price movements: decomposition and models ,"
Economics Papers
2002-W1, Economics Group, Nuffield College, University of Oxford.
[Downloadable!] Tina Hviid Rydberg & Neil Shephard, 2003.
"Dynamics of Trade-by-Trade Price Movements: Decomposition and Models ,"
Journal of Financial Econometrics ,
Oxford University Press, vol. 1(1), pages 2-25.
Ghysels, Eric & Gourieroux, Christian & Jasiak, Joann, 2004.
"Stochastic volatility duration models ,"
Journal of Econometrics ,
Elsevier, vol. 119(2), pages 413-433, April.
[Downloadable!] (restricted)
Robert F. Engle & Gary G.J. Lee, 1993.
"A Permanent and Transitory Component Model of Stock Return Volatility ,"
University of California at San Diego, Economics Working Paper Series
92-44r, Department of Economics, UC San Diego.
[Downloadable!]
Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity ,"
Journal of Econometrics ,
Elsevier, vol. 31(3), pages 307-327, April.
[Downloadable!] (restricted)
Engle, Robert F, 1982.
"Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation ,"
Econometrica ,
Econometric Society, vol. 50(4), pages 987-1007, July.
[Downloadable!] (restricted)
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James McCulloch, 2005.
"Relative Volume as a Doubly Stochastic Binomial Point Process ,"
Research Paper Series
146, Quantitative Finance Research Centre, University of Technology, Sydney.
[Downloadable!]
Quoreshi, Shahiduzzaman, 2005.
"Modelling High Frequency Financial Count Data ,"
Umeå Economic Studies
656, Umeå University, Department of Economics.
[Downloadable!]
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