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Statistical arbitrage
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==Other sources== * Avellaneda, M. and J.H. Lee: [http://www.math.nyu.edu/faculty/avellane/AvellanedaLeeStatArb071108.pdf "Statistical arbitrage in the US equities market"]. A well documented empirical study which confirms that StatArb profitability dropped after 2002 and 2003. *Bertram, W.K., 2009, Analytic Solutions for Optimal Statistical Arbitrage Trading, Available at SSRN: https://ssrn.com/abstract=1505073. *Bertram, W.K., 2009, Optimal Trading Strategies for Ito Diffusion Processes, Physica A, Forthcoming. Available at SSRN: https://ssrn.com/abstract=1371903. Presents a robust theoretical framework for statistical arbitrage trading. * Richard Bookstaber: [[A Demon Of Our Own Design]], Wiley (2006). Describes: the birth of Stat Arb at Morgan Stanley in the mid-1980s, out of the pairs trading ideas of Gerry Bamberger. The eclipse of the concept after the departure of Bamberger for Newport/Princeton Partners and of D.E. Shaw to start his own StatArb firm. And finally the revival of StatArb at Morgan Stanley under Peter Muller in 1992. Includes this comment (p. 194): “Statistical arbitrage is now past its prime. In mid-2002 the performance of stat arb strategies began to wane, and the standard methods have not recovered.” *Jegadeesh, N., 1990, 'Evidence of Predictable Behavior of Security Returns', Journal of Finance 45, p. 881–898. An important early article (along with Lehmann’s) about short term return predictability, the source of StatArb returns *{{cite journal|last=Kolman|first=Joe|title=Inside D. E. Shaw|journal=Derivatives Strategy|year=1998|url=http://www.derivativesstrategy.com/magazine/archive/1998/0298fea2.asp|access-date=23 June 2013}} *Lehmann, B., 1990, 'Fads, Martingales, and Market Efficiency', Quarterly Journal of Economics 105, pp. 1–28. First article in the open literature to document the short term return-reversal effect that early StatArb funds exploited. *[http://media.wiley.com/product_data/excerpt/11/04700235/0470023511.pdf Ed Thorp: A Perspective on Quantitative Finance – Models for Beating the Market] Autobiographical piece describing [[Ed Thorp]]'s stat arb work in the early and mid-1980s (see p. 5) *Ed Thorp: Statistical Arbitrage, Wilmott Magazine, June 2008 ([http://www.wilmott.com/pdfs/080617_thorp.pdf Part1] [http://www.wilmott.com/pdfs/080630_thorp.pdf Part2] [http://www.wilmott.com/pdfs/080709_thorp.pdf Part3] [http://www.edwardothorp.com/sitebuildercontent/sitebuilderfiles/statisticalarbitrage4.doc.doc Part4] [http://www.edwardothorp.com/sitebuildercontent/sitebuilderfiles/statisticalarbitrage5.doc.doc Part5] [http://www.edwardothorp.com/sitebuildercontent/sitebuilderfiles/statisticalarbitrage6.doc.doc Part6]). More reminiscences from the early days of StatArb from one of its pioneers.
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