Two-dimensional Regression Modelling with Copula Dependencies and a Focus on Count Data and Sports Applications

Name: Two-dimensional Regression Modelling with Copula Dependencies and a Focus on Count Data and Sports Applications
Brand: Cuvillier
Availability: OutOfStock
Rating: 5 (1 reviews)

By Wurp, Hendrik van der

0 - Default Title

Description

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.

Product details

Binding:

Paperback

Edition:

1

Number of Pages:

116

Release Date:

2023-12-12

Publication Date:

2023-12-12

Publisher:

Cuvillier

Languages:

Original: English

ISBN10:

3736979258

ISBN13:

9783736979253

Weight:

162 g

Height:

148 cm

Width:

210 cm

Thickness:

7 cm

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