Abstract
An introduction to the main idea of vines as graphical models is presented, with various notation and graphs for representing vines. The early history of vines is summarized, together with motivation for their construction. The relation to compatibility of subsets of marginal distributions is given to provide some intuition. Important properties and
applications of vines are included.
applications of vines are included.
Original language | English |
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Title of host publication | Dependence Modeling |
Subtitle of host publication | Vine Copula Handbook |
Editors | Dorota Kurowicka , Harry Joe |
Pages | 37-72 |
Number of pages | 36 |
Publication status | Published - 23 Dec 2010 |
Keywords
- vine copula
- graphical tools
- regular vines