Comparison of three nonlinear and spline regression models for describing chicken growth curves.
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Summary
This study compared three non-linear growth models (Richards, Gompertz, and logistic) and the spline linear regression model using BW measurements from an unselected, randombred chicken population and concluded that growth parameters predicted with different models with fixed inflection points are not directly comparable.
- Type
- article
- Published
- 2002-12-01
- Cited by
- 234
- References
- 30
- Access
- Open access
- OpenAlex
- https://openalex.org/W2152828740
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:3621415
Keywords
Gompertz function, Mathematics, Spline (mechanical), Growth curve (statistics), Statistics
References
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- Splines as a Useful and Convenient Statistical Tool
- Genetic architecture of growth curve parameters in chickens
- A Flexible Growth Function for Empirical Use
- XXIV. On the nature of the function expressive of the law of human mortality, and on a new mode of determining the value of life contingencies. In a letter to Francis Baily, Esq. F. R. S. &c
- Heritabilities of growth curve parameters and age-specific expression of genetic variation under two different feeding regimes in Japanese quail (Coturnix coturnix japonica).
- Growth Patterns of Body and Abdominal Fat Weights in Male Broiler Chickens
- The evaluation of the growth parameters of six strains of commercial broiler chickens.
- Randombred Populations of The Southern Regional Poultry Breeding Project
- Analysis of growth curves of fowl. I. Chickens.
- Genetic parameters of growth curve parameters in male and female chickens.
- Logistic growth curve of chickens: a comparison of techniques to estimate parameters.
- Dynamics of normal growth.
- A New Paradigm for the Analysis and Interpretation of Growth Data: The Shape of Things to Come
Cited by
- A comparison of fitting growth models with a genetic algorithm and nonlinear regression.
- Poultry growth modeling using neural networks and simulated data
- Model parameters of growth curves of three meat-type lines of Japanese quail
- An application of modified Logistic and Gompertz growth models in Japanese quail
- Comparison of growth curves by growth models in slow-growing chicken genotypes raised the organic system.
- Modelling Growth Curves in a Nondescript Italian Chicken Breed: an Opportunity to Improve Genetic and Feeding Strategies
- Comparison of three non-linear models when data truncated at different lengths of growth period in Japanese quails
- Comparison of three non-linear models for describing Japanese quail growth curve
- Dynamique des peuplements forestiers tropicaux hétérogènes : variabilité inter et intraspécifique de la croissance des arbres et trajectoires de développement en forêt dense humide sempervirente, dans les Ghâts occidentaux de l'Inde
- Effect of short-term divergent selection for 5-week body weight on growth characteristics of Japanese quail
- Modeling of growth in Lohmann LSL pullets with neural networks and nonlinear regression models
- Quantitative trait loci mapping of sexual maturity traits applied to chicken breeding
- Modelación del crecimiento de pollitas Lohmann LSL con redes neuronales y modelos de regresión no lineal
- The Effect of Birth Types on Growth Curve Parameters of Karayaka Lamb
- Characterisation of local Ghanaian chickens: growth performance evaluation based on Richards growth model and genetic size scaling
- Ability of non-linear mixed models to predict growth in laying hens
- Comparative Study on Growth and Developmental Model of Indigenous Chicken Breeds in China
- Growth and lay modelling in a population of Castellana Negra native Spanish hens
- Growth characteristics of pearl gray guinea fowl as predicted by the Richards, Gompertz, and logistic models.
- Modeling growth characteristics of meat-type guinea fowl.
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