Simulating Copulas: Stochastic Models, Sampling Algorithms And Applications
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| Title: | Simulating Copulas: Stochastic Models, Sampling Algorithms And Applications |
|---|---|
| Description: | 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. |
| Authors: | Matthias Scherer, Jan-frederik Mai |
| Resource Type: | eBook. |
| Subjects: | Stochastic models, Copulas (Mathematical statistics) |
| Categories: | MATHEMATICS / Probability & Statistics / Multivariate Analysis, MATHEMATICS / Applied, MATHEMATICS / Complex Analysis |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf Text: Availability: 0 |
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| Header | DbId: nlebk DbLabel: eBook Collection (EBSCOhost) An: 479878 RelevancyScore: 1044 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 1044.26904296875 |
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| Items | – Name: Title Label: Title Group: Ti Data: Simulating Copulas: Stochastic Models, Sampling Algorithms And Applications – Name: Abstract Label: Description Group: Ab Data: 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. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Matthias+Scherer%22">Matthias Scherer</searchLink><br /><searchLink fieldCode="AR" term="%22Jan-frederik+Mai%22">Jan-frederik Mai</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Stochastic+models%22">Stochastic models</searchLink><br /><searchLink fieldCode="DE" term="%22Copulas+%28Mathematical+statistics%29%22">Copulas (Mathematical statistics)</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Probability+%26+Statistics+%2F+Multivariate+Analysis%22">MATHEMATICS / Probability & Statistics / Multivariate Analysis</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Applied%22">MATHEMATICS / Applied</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Complex+Analysis%22">MATHEMATICS / Complex Analysis</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 519.535 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Stochastic models Type: general – SubjectFull: Copulas (Mathematical statistics) Type: general Titles: – TitleFull: Simulating Copulas: Stochastic Models, Sampling Algorithms And Applications Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Matthias Scherer – PersonEntity: Name: NameFull: Jan-frederik Mai – PersonEntity: Name: NameFull: Matthias Scherer – PersonEntity: Name: NameFull: Jan-frederik Mai IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2012 – D: 04 M: 02 Type: profile Y: 2014 Identifiers: – Type: isbn-print Value: 9781848168749 – Type: isbn-electronic Value: 9781848168756 Numbering: – Type: volume Value: 00004 Titles: – TitleFull: Simulating Copulas: Stochastic Models, Sampling Algorithms And Applications Type: main |
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