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Online Algorithms for the Portfolio Selection Problem
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 comprehens...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Wiesbaden :
Springer Fachmedien Wiesbaden : Imprint: Springer Gabler,
2016.
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| Edición: | 1st ed. 2016. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-658-13528-7 | ||
| 003 | DE-He213 | ||
| 005 | 20220120223348.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 160524s2016 gw | s |||| 0|eng d | ||
| 020 | |a 9783658135287 |9 978-3-658-13528-7 | ||
| 024 | 7 | |a 10.1007/978-3-658-13528-7 |2 doi | |
| 050 | 4 | |a HB139-141 | |
| 072 | 7 | |a KCA |2 bicssc | |
| 072 | 7 | |a BUS069030 |2 bisacsh | |
| 072 | 7 | |a KCA |2 thema | |
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| 100 | 1 | |a Dochow, Robert. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Online Algorithms for the Portfolio Selection Problem |h [electronic resource] / |c by Robert Dochow. |
| 250 | |a 1st ed. 2016. | ||
| 264 | 1 | |a Wiesbaden : |b Springer Fachmedien Wiesbaden : |b Imprint: Springer Gabler, |c 2016. | |
| 300 | |a XXVI, 185 p. 16 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Performance Evaluation -- Selected Algorithms from the Literature -- Proposed Algorithms with Risk Management -- Empirical Testing of Algorithms -- A Software Tool for Testing. | |
| 520 | |a 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. Contents • Performance Evaluation • Selected Algorithms from the Literature • Proposed Algorithms with Risk Management • Empirical Testing of Algorithms• A Software Tool for Testing Target Groups • Scientists and students from the fields of finance, operations research, and machine learning • Practitioners in banks and insurance companies, traders and brokers The Author Dr. Robert Dochow completed his dissertation under the supervision of Prof. Dr. Günter Schmidt at the Chair of Operations Research and Business Informatics of Saarland University, Saarbrücken, Germany. | ||
| 650 | 0 | |a Econometrics. | |
| 650 | 0 | |a Operations research. | |
| 650 | 0 | |a Financial services industry. | |
| 650 | 1 | 4 | |a Quantitative Economics. |
| 650 | 2 | 4 | |a Operations Research and Decision Theory. |
| 650 | 2 | 4 | |a Financial Services. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783658135270 |
| 776 | 0 | 8 | |i Printed edition: |z 9783658135294 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-658-13528-7 |z Texto Completo |
| 912 | |a ZDB-2-ECF | ||
| 912 | |a ZDB-2-SXEF | ||
| 950 | |a Economics and Finance (SpringerNature-41170) | ||
| 950 | |a Economics and Finance (R0) (SpringerNature-43720) | ||