Peer-reviewed veterinary case report
A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows.
- Journal:
- Genetics, selection, evolution : GSE
- Year:
- 2007
- Authors:
- Chang, Yu-mei et al.
- Affiliation:
- Department of Dairy Science · United States
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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Search related cases →Original publication: https://pubmed.ncbi.nlm.nih.gov/17433240/