Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 545462
Title Relating ultrasonic vocalizations from a pair of rats to individual behavior : A composite link model approach
Author(s) Vendrig, Nadia J.; Hemerik, Lia; Pinter, Ilona J.; Braak, Cajo J.F. ter
Source Statistica Neerlandica 73 (2019)1. - ISSN 0039-0402 - p. 139 - 156.
DOI https://doi.org/10.1111/stan.12144
Department(s) Mathematical and Statistical Methods - Biometris
PE&RC
Biometris
Publication type Refereed Article in a scientific journal
Publication year 2019
Keyword(s) automated home cage - composite link model - model identification - social behavior - ultrasonic vocalization
Abstract

Ultrasonic vocalizations (USVs) are crucial in the social behavior of rats. We aim to relate USV rates of pairs of rats to individual activity in an automated home cage (PhenoTyper®) where USVs are recorded per pair and not per individual. We propose a composite link model approach to parametrize a mechanistic “sum-of-rates” model in which the pair's USV rate is the sum of the USV rates of individuals depending on their own behavior. In generalized linear models (GLMs), the individual's USV rates are multiplied. We verified through simulation that composite link model gave lower Poisson deviance than GLM. We analyzed the data from an experiment in which half of the cages did allow the pairs to interact (Pair Housing) and the other half did not (Individual Housing). The “sum-of-rates” model fits best for Individual Housing and GLM for Pair Housing. An additional simulation study strongly suggests that interaction between rats changes the underlying mechanism for vocalization behavior.

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