On the effect of a therapy able to modify both the growth rates in a Gompertz stochastic model

被引:19
|
作者
Albano, Giuseppina [1 ]
Giorno, Virginia [2 ]
Roman-Roman, Patricia [3 ]
Torres-Ruiz, Francisco [3 ]
机构
[1] Univ Salerno, Dip Sci Econ & Stat, Salerno, Italy
[2] Univ Salerno, Dip Studi & Ric Aziendale Management & Informat T, Salerno, Italy
[3] Univ Granada, Dep Estadist & Invest Operat, E-18071 Granada, Spain
关键词
Non homogeneous Gompertz process; Relative entropy; First passage time; DIFFUSION-PROCESSES; 1ST-PASSAGE-TIME DENSITIES; TAMOXIFEN;
D O I
10.1016/j.mbs.2013.01.001
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A Gompertz-type diffusion process characterized by the presence of exogenous factors in the drift term is considered. Such a process is able to describe the dynamics of populations in which both the intrinsic rates are modified by means of time-dependent terms. In order to quantify the effect of such terms the evaluation of the relative entropy is made. The first passage time problem through suitable boundaries is studied. Moreover, some simulation results are shown in order to capture the dependence of the involved functions on the parameters. Finally, an application to tumor growth is presented and simulation results are shown. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:12 / 21
页数:10
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