Steps in applying extreme value theory to finance : a review / by Younes Bensalah. : FB3-2/100-20E
This paper is organized as follows. Section 2 introduces some theoretical results concerning the estimation of the asymptotic distribution of the extreme observations. Section 3 describes some data sampling problems, the choice of the threshold (or beginning of the tail), and parameter and quantile estimation. Section 4 estimates an extreme VaR and Section 5 describes the limitations of the theory. Section 6 provides a complete example of EVT techniques applied to a series of daily exchange rates of Canadian/U.S. dollars over a 5-year period (1995-2000). Section 7 concludes.--Introduction
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Ministère/Organisme | Bank of Canada. |
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Titre | Steps in applying extreme value theory to finance : a review / by Younes Bensalah. |
Titre de la série | Working paper1192-5434100-20 |
Type de publication | Série - Voir l'enregistrement principal |
Langue | [Anglais] |
Format | Papier |
Autres formats offerts | Électronique-[Anglais] |
Note(s) | "This paper is organized as follows. Section 2 introduces some theoretical results concerning the estimation of the asymptotic distribution of the extreme observations. Section 3 describes some data sampling problems, the choice of the threshold (or beginning of the tail), and parameter and quantile estimation. Section 4 estimates an extreme VaR and Section 5 describes the limitations of the theory. Section 6 provides a complete example of EVT techniques applied to a series of daily exchange rates of Canadian/U.S. dollars over a 5-year period (1995-2000). Section 7 concludes."--Introduction. Bibliography. Résumés en français |
Information sur la publication | Ottawa - Ontario : Bank of Canada 2000. |
Reliure | Softcover |
Description | v, 22p. : graphs, tables ; 28 cm. |
ISBN | 0-662-29669-9 |
ISSN | 1192-5434 |
Numéro de catalogue |
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Descripteurs | Economic conditions Stock markets Consumerism |