In this work, we analyze the connection between contingency table analysis and copulas in a discrete framework. We focus on the impact of structural zeros on the general theory presented by Geenens (2020) based on a new idea of copula models for discrete variables. Through examples, we investigate the pros and cons of applying the theory developed by Geenens (2020) and discuss some open questions for future research
Contingency tables with structural zeros and discrete copulas / Fontana, Roberto; Perrone, Elisa; Rapallo, Fabio. - (2023), pp. 713-718. (Intervento presentato al convegno SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation tenutosi a Ancona (Italia) nel June 21, 2023 – June 23, 2023).
Contingency tables with structural zeros and discrete copulas
Roberto Fontana;Fabio Rapallo
2023
Abstract
In this work, we analyze the connection between contingency table analysis and copulas in a discrete framework. We focus on the impact of structural zeros on the general theory presented by Geenens (2020) based on a new idea of copula models for discrete variables. Through examples, we investigate the pros and cons of applying the theory developed by Geenens (2020) and discuss some open questions for future researchFile | Dimensione | Formato | |
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https://hdl.handle.net/11583/2998008