Genetic parameters for calving rate and calf survival from linear, threshold, and logistic models in a multibreed beef cattle population
Generalized mixed linear, threshold, and logistic sire models and Markov chain, Monte Carlo simulation procedures were used to estimate genetic parameters for calving rate and calf survival in a multibreed beef cattle population. Data were obtained from a 5-generation rotational crossbreeding study involving Angus, Brahman, Charolais, and Hereford (1969 to 1995). Gelbvieh and Simmental bulls sired terminal-cross calves from a sample of generation 5 cows. A total of 1,458 cows sired by 158 bulls had a mean calving rate of 78% based on 4,808 calving records. Ninety-one percent of 5,015 calves sired by 260 bulls survived to weaning. Mean heritability estimates and standard deviations for daughter calving rate from posterior distributions were 0.063 ± 0.024, 0.150 ± 0.049, and 0.130 ± 0.047 for linear, threshold, and logistic models, respectively. For calf survival, mean heritability estimates and standard deviations from posterior distributions were 0.049 ± 0.022, 0.160 ± 0.058, and 0.190 ± 0.078 from linear, threshold, and logistic models, respectively. When transformed to an underlying normal scale, linear sire, mixed model, heritability estimates were similar to threshold and logistic sire mixed model estimates. Posterior density distributions of estimated heritabilities from all models were normal. Spearman rank correlations between sire EPD across statistical models were greater than 0.97 for daughter calving rate and for calf survival. Sire EPD had similar ranges across statistical models for daughter calving rate and for calf survival. ©2006 American Society of Animal Science. All rights reserved.
Publication Source (Journal or Book title)
Journal of Animal Science
Guerra, J., Franke, D., & Blouin, D. (2006). Genetic parameters for calving rate and calf survival from linear, threshold, and logistic models in a multibreed beef cattle population. Journal of Animal Science, 84 (12), 3197-3203. https://doi.org/10.2527/jas.2006-007