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Modeling a Multivariate Transaction Process
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Nolte, Ingmar. (2008) Modeling a Multivariate Transaction Process. Journal of Financial Econometrics, Vol.6 (No.1). pp. 143-170. ISSN 1479-8409
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Official URL: http://dx.doi.org/10.1093/jjfinec/nbm020
Abstract
In this paper the dynamics of a joint transaction process are investigated. The transaction process is characterized by four marks: price changes, transaction volumes, bid–ask spreads and intertrade durations. Based on a copula approach, a model for their joint density is proposed, which avoids forcing a priori assumptions on the instantaneous causality relationships between the four variables as necessary in decomposition models, where the joint density is decomposed into its conditional and unconditional densities. The price change process is treated as a discrete process and specified with an integer count hurdle model and the transaction volumes, bid–ask spreads, and trade durations processes are modeled along the lines of fractionally integrated autoregressive conditional models, which are suited very well to capture the high persistency, empirically observed in these processes. The model is applied to three stocks traded at the New York Stock Exchange (NYSE) in May, 2001 and we investigate several market microstructure hypotheses in the empirical part of this paper.
| Item Type: | Journal Article |
|---|---|
| Subjects: | H Social Sciences > HG Finance |
| Divisions: | Faculty of Social Sciences > Warwick Business School > Financial Econometrics Research Centre Faculty of Social Sciences > Warwick Business School > Finance Group Faculty of Social Sciences > Warwick Business School |
| Journal or Publication Title: | Journal of Financial Econometrics |
| Publisher: | Oxford University Press |
| ISSN: | 1479-8409 |
| Date: | 2008 |
| Volume: | Vol.6 |
| Number: | No.1 |
| Number of Pages: | 28 |
| Page Range: | pp. 143-170 |
| Identification Number: | 10.1093/jjfinec/nbm020 |
| Status: | Not Peer Reviewed |
| Publication Status: | Published |
| Access rights to Published version: | Restricted or Subscription Access |
| URI: | http://wrap.warwick.ac.uk/id/eprint/44831 |
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