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Author:Markowitz, H. M.
Markowitz, H. M.
Title:Single-Period Mean-Variance Analysis in a Changing World
Journal:Financial Analysts' Journal
2003 : MAR-APR, VOL. 59:2, p. 30-44
Index terms:PORTFOLIO MANAGEMENT
ASSETS
ALLOCATION
INVESTMENT ANALYSIS
Language:eng
Abstract:Ideally, financial analysts would like to solve investment problems involving large universes of securities, many time periods, asset illiquidities, and changing probability distributions. Currently, such problems are well beyond state-of-the-art optimization. The authors consider in this article how much we would lose if we used one or another heuristic to solve investment problems. The authors also compare the expected payoffs of the optimum solution and various heuristics for a simple dynamic model for which the optimum solution can be solved. The heuristics considered can be scaled to much larger problems. The simplified model the authors analyze consists of two assets (stock and cash) and discrete time periods (months).
SCIMA record nr: 250584
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