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This book provides the reader with a 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 advanced
undergraduate or graduate students with a firm background in
stochastics. Alongside the theoretical foundation,
ready-to-implement algorithms and many examples make this book a
valuable tool for anyone who is applying the methodology.
'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.
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