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An invitation to coupling and copulas: with applications to multisensory\n modeling

2015/11/17 by Hans Colonius, Colonius, Hans
Psychology · #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Multisensory perception and integration #Quantitative Methods (q-bio.QM) #Risk Management (q-fin.RM)

paper · pdf · doi:10.48550/arxiv.1511.05303

openalex publication_date 2015/11/17 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

This paper presents an introduction to the stochastic concepts of\n\coupling and \copula. Coupling means the construction of a joint\ndistribution of two or more random variables that need not be defined on one\nand the same probability space, whereas a copula is a function that joins a\nmultivariate distribution to its one-dimensional margins. Their role in\nstochastic modeling is illustrated by examples from multisensory perception.\nPointers to more advanced and recent treatments are provided.\n

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