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Mean reversion in asset prices and asset allocation in investment management

Hart, Keith Allen (1996) Mean reversion in asset prices and asset allocation in investment management. Coursework Master thesis, Victoria University of Technology.

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Abstract

This thesis examines the predictability of asset prices for an Australian investor. Evidence supporting the mean reversion alternative to the random walk hypothesis is presented, with a discussion of potential models, both linear and nonlinear. The normality and homoscedasticity assumptions are investigated and their use in asset models is validated. A study of fund performance is carried out and value is found to be added by timing asset allocation but not by stock selection, though there is no correlation between past and present rankings of managers. The difficulty of proving mean reversion or reversion to trend, other than for large deviations or extremes, and the actual performance by managers, implies a strategy of allocation at these extremes. That is, managers should adhere to their policy portfolios and let markets run short term; making appropriate large strategic moves when markets have moved to extremes.

Item Type: Thesis (Coursework Master thesis)
Additional Information:

Master of Science

Uncontrolled Keywords: Stock price forecasting, Mathematical models, Asset allocation, Investments, Portfolio management
Subjects: FOR Classification > 0102 Applied Mathematics
FOR Classification > 0802 Computation Theory and Mathematics
FOR Classification > 1502 Banking, Finance and Investment
Faculty/School/Research Centre/Department > School of Engineering and Science
Depositing User: VU Library
Date Deposited: 13 Nov 2012 22:39
Last Modified: 23 May 2013 16:56
URI: http://vuir.vu.edu.au/id/eprint/18168
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