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A second-order stock market model

A first-order model for a stock market assigns to each stock a return parameter and a variance parameter that depend only on the rank of the stock. A second-order model assigns these parameters based on both the rank and the name of the stock. First- and second-order models exhibit stability properties that make them appropriate as a backdrop for the analysis of the idiosyncratic behavior of individual stocks. Methods for the estimation of the parameters of second-order models are developed in this paper.

preprint2013arXivOpen access
Robert FernholzTomoyuki IchibaIoannis Karatzas
q-fin.STmath.PR
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Robert FernholzTomoyuki IchibaIoannis Karatzas

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