Mathematical Modeling of Age-Specific Fertility Rates of Nepali Mothers

IF 1.1 Q3 STATISTICS & PROBABILITY Pakistan Journal of Statistics and Operation Research Pub Date : 2022-06-01 DOI:10.18187/pjsor.v18i2.3319
A. Gaire, G. B. Thapa, S. K. C.
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Abstract

In this paper, polynomial models have been formulated to describe the distribution pattern of age-specific fertility rates (ASFRs) and forward-cumulative ASFRs of Nepali mothers. The former follows the bi-quadratic polynomial and the latter follows the quadratic one. Velocity and elasticity equations of the fitted models have been formulated. The areas covered by the curves of the fitted models have been evaluated, and the area covered by the curve of ASFRs is equivalent to the total fertility rate (TFR). Furthermore, the mode of the fitted ASFRs has been estimated. To test the stability and validity of fitted models, cross validity prediction power, shrinkage of the model, F-test statistics and the coefficient of determination have been applied.
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尼泊尔母亲特定年龄生育率的数学模型
本文建立了多项式模型来描述尼泊尔母亲年龄特异性生育率(ASFRs)和前向累积ASFRs的分布模式。前者遵循双二次多项式,后者遵循二次多项式。建立了拟合模型的速度方程和弹性方程。对拟合模型曲线所覆盖的面积进行了评估,ASFRs曲线所覆盖的面积相当于总生育率(TFR)。此外,对拟合的ASFRs进行了模态估计。为了检验拟合模型的稳定性和有效性,采用了交叉效度预测力、模型收缩率、f检验统计量和决定系数。
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来源期刊
CiteScore
3.30
自引率
26.70%
发文量
53
期刊介绍: Pakistan Journal of Statistics and Operation Research. PJSOR is a peer-reviewed journal, published four times a year. PJSOR publishes refereed research articles and studies that describe the latest research and developments in the area of statistics, operation research and actuarial statistics.
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