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Extreme value methods with applications to finance [electronic resource] / Serguei Y. Novak

館藏資訊

摘要註

Extreme value theory (EVT) deals with extreme (rare) events, which are sometimes reported as outliers. Certain textbooks encourage readers to remove outliers--in other words, to correct reality if it does not fit the model. Recognizing that any model is only an approximation of reality, statisticians are eager to extract information about unknown distribution making as few assumptions as possible. Extreme Value Methods with Applications to Finance concentrates on modern topics in EVT, such as processes of exceedances, compound Poisson approximation, Poisson cluster approximation, and nonparame

內容註

pt. 1. Distribution of extremes -- pt. 2. Statistics of extremes

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