糖尿病患者与年龄相关的建模:多项式模型方法

M. Islam
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引用次数: 15

摘要

糖尿病是一组与胰岛素激素有关的疾病。其特点是血糖水平长期升高,超过正常值。本文拟合了孟加拉国拉杰沙希市糖尿病患者的数学模型及其与年龄相关的两性累积分布。为此,数据取自Noor(2008)。在本研究中,我们注意到多项式模型试图拟合糖尿病患者的年龄分布及其累积分布。研究发现,男女糖尿病患者的分布与年龄的关系符合双二次多项式模型。此外,研究了糖尿病患者的累积分布遵循三次多项式模型。本文对拟合模型采用交叉效度预测力来验证模型的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling of Diabetic Patients Associated with Age: Polynomial Model Approach
Diabetes mellitus is a set of diseases that involves troubles with the hormone insulin. It is characterized by chronic elevation of blood glucose level exceeding normal value. In this paper, an effort has been made to fit mathematical model to diabetic patients as well as its cumulative distribution for both sexes associated with age of Rajshahi City in Bangladesh. For this purpose, the data have been taken from Noor (2008). In this study, an attempt has been given attention to show that the polynomial model is tried to fit to the distribution of diabetic patients associated with age as well as its cu- mulative distribution. It is found that the distribution of diabetic patients for both sexes associated with age follows bi-quadratic polynomial model. Moreover, it is investigated that cumulative distribution of diabetic patients follow cubic polynomial model. Cross validity prediction power is employed to the fitted model to verify the stability of the model in this manuscript.
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