Two-dimensional Regression Modelling with Copula Dependencies and a Focus on Count Data and Sports Applications
van der Wurp, Hendrik
Produktnummer:
184925a333098948a09e9b0cc08148bedd
| Autor: | van der Wurp, Hendrik |
|---|---|
| Themengebiete: | Copula, Football, Association Football Dependencies FIFA World Cups Football Results, Competitive Settings Joint Modelling, Count Data Machine Learning Regression, LASSO Regression Modelling Regularisation, Feature Selection Statistics, Statistical Modelling |
| Veröffentlichungsdatum: | 12.12.2023 |
| EAN: | 9783736979253 |
| Auflage: | 1 |
| Sprache: | Englisch |
| Seitenzahl: | 116 |
| Produktart: | Buch |
| Verlag: | Cuvillier Verlag |
Produktinformationen "Two-dimensional Regression Modelling with Copula Dependencies and a Focus on Count Data and Sports Applications"
https://cuvillier.de/de/shop/publications/8946-two-dimensional-regression-modelling-with-copula-dependencies-and-a-focus-on-count-data-and-sports-applications This work was fundamentally motivated by the application of regression modelling to football match outcomes and specifically FIFA World Cups. Modelling football results is a rather popular topic. However, there is no gold standard on how to tackle the bivariate nature of match outcomes and how to assess the possible underlying dependency thereof. This work proposes to use the mathematical structure of copulas to include the bivariate dependency structure within the modelling process. In this context, two regularization approaches were implemented into existing infrastructure and multiple showcases of the methodology are presented.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen