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A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows
Yu-mei Chang1, Daniel Gianola, Bjørg Heringstad
1Department of Dairy Science, University of Wisconsin, Madison, USA. y.chang@leeds.ac.uk
Abstract:
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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