title: A new growth curve model for biological growth: some inferential studies on the growth of Cirrhinus mrigala.
abstract: Growth of living organisms is a fundamental biological process. It depicts the physiological development of the species related to the environment. Mathematical development of growth curve models has a long history since its birth. We propose a mathematical model to describe the evolution of relative growth rate as a function of time based on a real life experiment on a major Indian Carp Cirrhinus mrigala. We establish that the proposed model is able to describe the fish growth dynamics more accurately for our experimental data than some existing models e.g. logistic, Gompertz, exponential. Approximate expressions of the points of inflection and the time of achieving the maximum relative growth rate are derived. We study, in detail, the existence of a nonlinear least squares estimator of the model parameters and their consistency properties. Test-statistics is developed to study the equality of points of inflection and equality of the amount of time necessary to achieve the maximum relative growth rate for a species at two different locations. Using the theory of variance stabilizing transformations, we propose a new test statistic to test the effect of the decay parameter for the proposed growth law. The testing procedure is found to be more sensitive in comparison with the test based on nonlinear least squares estimates. Our proposed model provides a general framework to model growth in other disciplines as well.
authors.affiliation: Agricultural and Ecological Research Unit, Indian Statistical Institute, 203, B.T. Road, Kolkata 700108, India. Electronic address: amiyaiitb@gmail.com.
authors.forename: Amiya Ranjan
authors.initials: AR
authors.lastname: Bhowmick
authors.affiliation: Agricultural and Ecological Research Unit, Indian Statistical Institute, 203, B.T. Road, Kolkata 700108, India. Electronic address: sabyasachi@isical.ac.in.
authors.forename: Sabyasachi
authors.initials: S
authors.lastname: Bhattacharya
mesh_terms: D000818:Animals; D001835:Body Weight / Q000502:physiology; D002347:Carps / Q000254:growth & development*; D016018:Least-Squares Analysis; D008954:Models, Biological
keywords: Consistency; Growth curve model; Nonlinear least squares estimation; Parameter estimation; Point of inflection; Relative growth rate