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Hierarchical Archimedean Copulas / by Jan Górecki, Ostap Okhrin
(SpringerBriefs in Applied Statistics and Econometrics. ISSN:25244124)
Edition | 1st ed. 2024. |
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Publisher | Cham : Springer Nature Switzerland : Imprint: Springer |
Year | 2024 |
Language | English |
Size | XII, 120 p. 28 illus., 7 illus. in color : online resource |
Authors | *Górecki, Jan author Okhrin, Ostap author SpringerLink (Online service) |
Subjects | LCSH:Statistics LCSH:Probabilities LCSH:Statistics -- Computer programs All Subject Search FREE:Statistical Theory and Methods FREE:Statistics in Business, Management, Economics, Finance, Insurance FREE:Probability Theory FREE:Statistical Software |
Notes | Preface -- 1 Copulas -- 2 Archimedean Copulas -- 3 Construction -- 4 Properties -- 5 Sampling -- 6 Estimation -- 7 Temporal Models and their Applications -- 8 Software This book offers a thorough understanding of Hierarchical Archimedean Copulas (HACs) and their practical applications. It covers the basics of copulas, explores the Archimedean family, and delves into the specifics of HACs, including their fundamental properties. The text also addresses sampling algorithms, HAC parameter estimation, and structure, and highlights temporal models with applications in finance and economics. The final chapter introduces R, MATLAB, and Octave toolboxes for copula modeling, enabling students, researchers, data scientists, and practitioners to model complex dependence structures and make well-informed decisions across various domains HTTP:URL=https://doi.org/10.1007/978-3-031-56337-9 |
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E-Book | Location | Media type | Volume | Call No. | Status | Reserve | Comments | ISBN | Printed | Restriction | Designated Book | Barcode No. |
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E-Book | オンライン | 電子ブック |
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Springer eBooks | 9783031563379 |
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EB00238279 |