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关于一个年龄依赖性两性人口模型的构建与计算机实现

On the formulation and computer implementation of an age-dependent two-sex demographic model.

作者信息

Mode C J, Salsburg M A

机构信息

Department of Mathematics and Computer Science, Drexel University, Philadelphia, Pennsylvania.

出版信息

Math Biosci. 1993 Dec;118(2):211-40. doi: 10.1016/0025-5564(93)90053-d.

Abstract

A two-sex age-dependent demographic model is formulated within the framework of a stochastic population process, including both time-homogeneous and time-inhomogeneous laws of evolution. An outline of the parametric components of the system, which expedite computer implementation and experimentation, is also given. New features of the model include a component for couple formation, using the class of Farlie-Morgenstern bivariate distributions to accommodate age preferences in selecting marriage partners, a component for couple dissolution due to separation or divorce, and an outline of techniques for initializing a two-sex projection given scanty information. For the case of time-homogeneous laws of evolution, stability properties of two-sex models that are analogs of those for one-sex models are difficult to prove mathematically due to nonlinearities. But computer experiments in this case suggest that these properties continue to hold for two-sex models for such widely used demographic indicators as period crude birth rates, period rates of natural increase, and period age distributions, which converge to constant forms in long-term projections. The values of the stable crude birth rate, rate of natural increase, and quantiles of the stable age distribution differ markedly among projections that differ only in selected values of parameters governing couple formation and dissolution. Such experimental results demonstrate that two-sex models are not merely intellectual curiosities but exist in their own right and lead to insights not attainable in simpler one-sex formulations.

摘要

在一个随机人口过程的框架内构建了一个两性年龄依赖的人口模型,该过程包括时间齐次和时间非齐次的演化规律。还给出了该系统参数组件的概述,这有助于计算机实现和实验。该模型的新特性包括一个用于配偶形成的组件,使用法利 - 摩根斯坦二元分布类来适应选择婚姻伴侣时的年龄偏好;一个用于因分居或离婚导致配偶解体的组件;以及在信息匮乏的情况下初始化两性预测的技术概述。对于时间齐次演化规律的情况,由于非线性,很难从数学上证明两性模型与单性模型类似的稳定性性质。但在这种情况下的计算机实验表明,对于诸如时期粗出生率、时期自然增长率和时期年龄分布等广泛使用的人口指标,这些性质在两性模型中仍然成立,并且在长期预测中会收敛到恒定形式。仅在控制配偶形成和解体的参数选定值上有所不同的预测之间,稳定粗出生率、自然增长率以及稳定年龄分布分位数的值存在显著差异。这些实验结果表明,两性模型不仅仅是学术上的好奇之物,它们本身是存在的,并且能带来在更简单的单性模型中无法获得的见解。

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