Panel Intensity Models with Latent Factors: An Application to the Trading Dynamics on the Foreign Exchange Market¤
We develop a panel intensity model, with a time varying latent factor, which captures the influence of unobserved time effects and allows for correlation across individuals. The model is designed to analyze individual trading behavior on the basis of trading activity datasets, which are characterized by four dimensions: an irregularly-spaced time scale, trading activity types, trading instruments and investors. Our approach extends the stochastic conditional intensity model of Bauwens & Hautsch (2006) to panel duration data. We show how to estimate the model parameters by a simulated maximum likelihood technique adopting the efficient importance sampling approach of Richard & Zhang (2005). We provide an application to a trading activity dataset from an internet trading platform in the foreign exchange market and we find support for the presence of behavioral biases and discuss implications for portfolio theory.
|Date of creation:||28 Feb 2007|
|Date of revision:|
|Contact details of provider:|| Postal: |
Web page: http://cofe.uni-konstanz.de
More information through EDIRC
|Order Information:|| Web: http://cofe.uni-konstanz.de Email: |
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.:
- BAUWENS, Luc & HAUTSCH, Nikolaus, .
"Stochastic conditional intensity processes,"
CORE Discussion Papers RP
-1937, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Shefrin, Hersh & Statman, Meir, 1985. " The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-90, July.
- Liesenfeld, Roman & Richard, Jean-Francois, 2003. "Univariate and multivariate stochastic volatility models: estimation and diagnostics," Journal of Empirical Finance, Elsevier, vol. 10(4), pages 505-531, September.
- repec:att:wimass:9520 is not listed on IDEAS
- Sandra Lechner & Ingmar Nolte, 2009.
"Customer Trading in the Foreign Exchange Market: Empirical Evidence from an Internet Trading Platform,"
wp09-01, Warwick Business School, Finance Group.
- Ingmar Nolte & Sandra Lechner, 2007. "Customer Trading in the Foreign Exchange Market: Empirical Evidence from an Internet Trading Platform," CoFE Discussion Paper 07-03, Center of Finance and Econometrics, University of Konstanz.
- Ravi Dhar & Ning Zhu, 2002. "Up Close and Personal: An Individual Level Analysis of the Disposition Effect," Yale School of Management Working Papers ysm269, Yale School of Management, revised 01 Sep 2009.
- Asger Lunde & Allan Timmermann, 2005. "Completion time structures of stock price movements," Annals of Finance, Springer, vol. 1(3), pages 293-326, 08.
- Shapira, Zur & Venezia, Itzhak, 2001. "Patterns of behavior of professionally managed and independent investors," Journal of Banking & Finance, Elsevier, vol. 25(8), pages 1573-1587, August.
When requesting a correction, please mention this item's handle: RePEc:knz:cofedp:0702. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ingmar Nolte)The email address of this maintainer does not seem to be valid anymore. Please ask Ingmar Nolte to update the entry or send us the correct address
If references are entirely missing, you can add them using this form.