Decomposing Volume for VWAP Strategies (2006)
AuthorsBialkowski, J., Darolles, S., Le Fol, G.show all
In this paper, we present a new methodology for modeling intraday volume which allows for a reduction of the execution risk in VWAP (Volume Weighted Average Price) orders. The results are obtained for the all stocks included in the CAC40 index at the beginning of September 2004. The idea of considered models is based on the decomposition of traded volume into two parts: one reflects volume changes due to market evolutions, the second describes the stock specific volume pattern. The dynamics of the specific part of volume is depicted by ARMA, and SETAR models. The implementation of VWAP strategies imposes some dynamical adjustments within the day.
CitationBialkowski J., Darolles S., Le Fol G. (2006) Decomposing Volume for VWAP Strategies. Auckland, New Zealand: 17th Asian FA/FMA Meeting Bridging Finance Theory and Practice, 10-12 Jul 2006.
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Keywordsintraday volume; principal component analysis; Volume Weighted Average; VWAP strategies
ANZSRC Fields of Research15 - Commerce, Management, Tourism and Services::1502 - Banking, Finance and Investment
14 - Economics::1402 - Applied Economics::140207 - Financial Economics
14 - Economics::1403 - Econometrics::140302 - Econometric and Statistical Methods