Principal component and stepwise discriminant analysis of the morphometric traits of three dual-purpose breeds of chicken

Autor: Shoyombo, A.J., Alabi, O.O., Animashahun, R.A., Olawoye, S.O., Popoola, M.A., Musa, A.A., Yakubu, H, Williams, M.E., Akinsola, O.M.
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: Nigerian Journal of Animal Science; Vol 21, No 1 (2019); 1-8
ISSN: 1119-4308
Popis: Using the principal component procedure of SAS, 10 variables; body weight (BW), body length (BL), breast girth (BG), shank length (SL), thigh length (TL), comb length (CL), comb height (CH), wing length (WL), wattle length (WAL) and wattle thickness (WT) obtained from three dual-purpose chicken breeds (Shika, Kuroiler, and Sasso), variables were separated. Similarly, stepwise discriminant analsis procedure of the SAS software was employed to evaluate variables that contribute to the overall differences in breeds. Results showed three principal components (PC1, PC2 and PC3) were extracted for all the breeds and pooled data. 45.60% of total variance was accounted for by PC1, 28.17% by PC2 and 16.22% by PC3. The principal components partitioning of total variance were 50.80, 15.10 and 9.70%, 50.82, 19.90 and 14.90%, and 48.63, 14.00 and 12.67% for Shika, Kuroiler, and Sasso breeds respectively, with different factor loadings. Communalities ranged from 0.43-0.97, 0.45-0.83, 0.45-0.88 and 0.45-0.90, indicating that a good amount of variance was accounted for. Stepwise discriminant analysis indicated that seven morphometric traits, TL, SL, WAL, WL, CL, CH and BL, contributed significantly (P
Databáze: OpenAIRE