Online Algorithms for the Portfolio Selection Problem

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Paperback, blz. | Engels
Springer Fachmedien Wiesbaden | e druk, 2016
ISBN13: 9783658135270
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Springer Fachmedien Wiesbaden e druk, 2016 9783658135270
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Robert Dochow mathematically derives a simplified classification structure of selected types of the portfolio selection problem. He proposes two new competitive online algorithms with risk management, which he evaluates analytically. The author empirically evaluates online algorithms by a comprehensive statistical analysis. Concrete results are that follow-the-loser algorithms show the most promising performance when the objective is the maximization of return on investment and risk-adjusted performance. In addition, when the objective is the minimization of risk, the two new algorithms with risk management show excellent performance. A prototype of a software tool for automated evaluation of algorithms for portfolio selection is given. 

Specificaties

ISBN13:9783658135270
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Fachmedien Wiesbaden

Inhoudsopgave

<div>Performance Evaluation.- Selected Algorithms from the Literature.-&nbsp;Proposed Algorithms with Risk Management.-&nbsp;Empirical Testing of Algorithms.-&nbsp;A Software Tool for Testing.</div>

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        Online Algorithms for the Portfolio Selection Problem