Bernstein polynomial approach against to some frequently used growthcurve models on animal data
Yükleniyor...
Dosyalar
Tarih
2010
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Pakistan journal of statistics
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Non-linear Logistic, Gompertz and Richards growth curve models were fitted to the
data from Simmental x Southern Anatolian Red (SAR) crossbred cattles. Individual
growth curves were fitted based on live weight measurements, and then general growth
curves were obtained for all the models.
In addition, Bernstein basis polynomials have played important roles in
nonparametric curve estimation. Therefore, Bernstein polynomial approach was used to
model the growth curve in the current data. We determined the accuracy of the models by
using coefficient of determination 2 R , mean square error (MSE) and iteration number
together.
In summary, the most suitable model based on the accuracy criteria was Bernstein
model. Among the well-known growth curves, Logistic, Richards and Gompertz were
ordered respectively.
Açıklama
Anahtar Kelimeler
Bernstein polynomial approach, Growth curve model, Simmental, Southern anatolian red
Kaynak
Pakistan journal of statistics
WoS Q Değeri
Scopus Q Değeri
Cilt
26
Sayı
3
Künye
Gürcan, M. Çolak, C. Orman, M. N. (2010). Bernstein polynomial approach against to some frequently used growthcurve models on animal data. Pakistan journal of statistics. 26(3), 509-516.
