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Conditional specification of statistical models: Classical models, new developments and challenges

Abstract: In a bivariate distribution, it is sometimes easier to visualize conditional distributions of experimental variables rather than the joint distribution. In this sense, the subject of conditional specification of distributions has become an active field of research in recent years as part of multivariate analysis. In this article we summarize some of the main aspects of models with conditional specification. In addition, we highlight the most relevant aspects of these models and establish some challenges that we will face in the coming years.

 Fuente: Journal of Multivariate Analysis, Vol. 188, no. 104801

 Editorial: Academic Press Inc.

 Fecha de publicación: 01/03/2022

 Nº de páginas: 18

 Tipo de publicación: Artículo de Revista

 DOI: 10.1016/j.jmva.2021.104801

 ISSN: 0047-259X,1095-7243