Scherer, Matthias Mai, Jan-frederik Simulating copulas: stochastic models, sampling algorithms, and applications 9789813149243

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Автор: Scherer, Matthias Mai, Jan-frederik
Название: Simulating copulas: stochastic models, sampling algorithms, and applications
ISBN: 9789813149243
Издательство: World Scientific Publishing
Классификация:

Стохастика

ISBN-10: 9813149248
Обложка/Формат: Hardback
Страницы: 356
Вес: 0.63 кг.
Дата издания: 02.08.2017
Серия: Series in quantitative finance
Язык: English
Издание: 2 revised edition
Размер: 161 x 236 x 24
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Stochastics, BUSINESS & ECONOMICS / Finance,BUSINESS & ECONOMICS / Statistics,MATHEMATICS / Probability & Statistics / Stochastic
Рейтинг:
Поставляется из: Англии
Описание: The book remains a valuable tool both for statisticians who are already familiar with the theory of copulas and just need to develop sampling algorithms, and for practitioners who want to learn copulas and implement the simulation techniques needed to exploit the potential of copulas in applications.Mathematical ReviewsThe book provides the background on simulating copulas and multivariate distributions in general. It unifies the scattered literature on the simulation of various families of copulas (elliptical, Archimedean, Marshall-Olkin type, etc.) as well as on different construction principles (factor models, pair-copula construction, etc.). The book is self-contained and unified in presentation and can be used as a textbook for graduate and advanced undergraduate students with a firm background in stochastics. Besides the theoretical foundation, ready-to-implement algorithms and many examples make the book a valuable tool for anyone who is applying the methodology.

Simulating copulas: stochastic models, sampling algorithms, and applications, Scherer, Matthias Mai, Jan-frederik