A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows

A Bayesian procedure for analyzing longitudinal binary responses using a periodic cosine function was developed. It was assumed that, after adjustment for "seasonal" effects, the oscillation of the underlying latent variables for longitudinal binary responses was a stationary series. Based...

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Detalles Bibliográficos
Autores principales: Chang, Yu-mei, Gianola, Daniel, Heringstad, Bjørg, Klemetsdal, Gunnar
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2682825/
https://www.ncbi.nlm.nih.gov/pubmed/17433240
http://dx.doi.org/10.1186/1297-9686-39-3-249
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author Chang, Yu-mei
Gianola, Daniel
Heringstad, Bjørg
Klemetsdal, Gunnar
author_facet Chang, Yu-mei
Gianola, Daniel
Heringstad, Bjørg
Klemetsdal, Gunnar
author_sort Chang, Yu-mei
collection PubMed
description A Bayesian procedure for analyzing longitudinal binary responses using a periodic cosine function was developed. It was assumed that, after adjustment for "seasonal" effects, the oscillation of the underlying latent variables for longitudinal binary responses was a stationary series. Based on this assumption, a single dimension sinusoidal analysis of longitudinal binary responses using the Gibbs sampling and Metropolis algorithms was implemented in a study of clinical mastitis records of Norwegian Red cows taken over five lactations.
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spelling pubmed-26828252009-05-16 A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows Chang, Yu-mei Gianola, Daniel Heringstad, Bjørg Klemetsdal, Gunnar Genet Sel Evol Research A Bayesian procedure for analyzing longitudinal binary responses using a periodic cosine function was developed. It was assumed that, after adjustment for "seasonal" effects, the oscillation of the underlying latent variables for longitudinal binary responses was a stationary series. Based on this assumption, a single dimension sinusoidal analysis of longitudinal binary responses using the Gibbs sampling and Metropolis algorithms was implemented in a study of clinical mastitis records of Norwegian Red cows taken over five lactations. BioMed Central 2007-04-14 /pmc/articles/PMC2682825/ /pubmed/17433240 http://dx.doi.org/10.1186/1297-9686-39-3-249 Text en Copyright © 2007 INRA, EDP Sciences
spellingShingle Research
Chang, Yu-mei
Gianola, Daniel
Heringstad, Bjørg
Klemetsdal, Gunnar
A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
title A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
title_full A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
title_fullStr A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
title_full_unstemmed A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
title_short A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
title_sort periodic analysis of longitudinal binary responses: a case study of clinical mastitis in norwegian red cows
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2682825/
https://www.ncbi.nlm.nih.gov/pubmed/17433240
http://dx.doi.org/10.1186/1297-9686-39-3-249
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