Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
Carregando...
Data
2018-01-01
Autores
Fernandes Júnior, Gerardo Alves [UNESP]
Garcia, Diogo Anastácio [UNESP]
Hortolani, Bruna [UNESP]
de Albuquerque, Lucia Galvão [UNESP]
Título da Revista
ISSN da Revista
Título de Volume
Editor
Resumo
Multivariate statistical techniques were used to characterise the differences between precocious and non-precocious Nellore females regarding the phenotypic expression of various reproductive and productive traits. Information of 13,105 females was used in a correspondence analysis to describe the relationship of heifer early pregnancy and the categorical variables (stayability and visual scores). Moreover, principal component and factor analyses were used to investigate the relationship between early pregnancy and the continuous variables. These statistical techniques allow synthesising the information of a large set of random and correlated traits in a reduced set of uncorrelated latent variables generated as linear combinations of the original dataset. In this study, principal component and factor analyses indicated that sexually precocious females present higher weight gain from weaning to yearling, backfat thickness, longevity, and cumulative productivity than non-precocious females. In the correspondence analysis, precocious females were associated with score 4, which is between the intermediate and the extremely high expression, of conformation, muscling, finishing precocity and size, and with value 1 (favourable) of stayability. All these findings indicate that the use of precocious females could benefit the overall performance of a herd since they present higher growth rate, better product quality and higher lifetime productivity than non-precocious cows.
Descrição
Palavras-chave
correspondence analysis, factor analysis, Nellore beef cattle, Principal component analysis
Como citar
Italian Journal of Animal Science.