基于协整理论的中国人口死亡率预测

近年来,人类寿命明显延长.长寿风险对于国家养老金制度,保险公司寿险业务的影响日益凸现.长寿风险源于人口死亡率的非预期变动,精准预测人口死亡率是长寿风险研究的一项重要内容.文中提出了一种死亡率预测的新方法,将计量经济学中的协整理论引入死亡率预测,以弥补中国死亡率历史数据缺乏,并结合极值理论方法给出中国死亡率的预测.     

基于AE-LSTM改进模型的高龄人口死亡率预测

高龄人口死亡率预测是长寿风险度量和管理、养老金成本和债务评估的基础.基于高龄人口死亡率数据特征,本文建立一个AE-LSTM改进模型对高龄人口死亡率进行预测.首先利用AE模型从高龄人口死亡率数据提取潜在时间因子,把它作为LSTM模型的输入变量,然后通过解码得到高龄人口死亡率预测值.同时,选取我国大陆1994–2018年60–89岁高龄人口死亡率作为样本数据进行实证分析.研究结果表明,AE-LSTM改进模型较传统的人口死亡率CBD模型预测精度有显著提高,且预测结果呈现较强鲁棒性.     

中国城乡居民养老制度可持续性的精算研究

围绕我国城乡居民养老保险体系可持续化问题,从中国实际出发,分层次、多角度的分析了当前我国的养老保险制度.首先,针对中国养老保险基金问题,基于当前养老保险体制,分别从三个层次入手,建立中国城乡居民养老保险基金收支模型;其次,基于养老制度的可持续性,建立了养老金缺口模型,并对养老金缺口的未来趋势进行了合理预测;最后,对所建立的模型进行了评价及推广.     

中国人口死亡率建模比较及长寿风险度量

以我国颁布的3套保险行业经验生命表为基础，结合1995-2017年国家统计局发布的《中国统计年鉴》中的死亡率数据，首先分析了中国全年龄人口数据死亡率动静态变动特点，其次比较了LC，CBD和APC 3种模型对中国死亡率数据的拟合优劣，最后采用最优APC模型度量了不同生命表下的长寿风险.死亡率的动态变化会导致以经验生命表为依据的年金产品定价出现偏差，增加养老金管理机构的承保风险.     

基于生命周期和交叠世代分析的养老风险管理文献综述及其启示

随着长寿风险的加剧以及人口死亡率的降低，养老风险管理的研究逐渐受到政府和学术界的广泛关注。本文系统梳理了养老风险相关驱动因素(死亡率和长寿风险)的研究，并介绍了生命周期框架与交叠世代模型(OLG)的建模过程，还对生命周期框架和OLG模型的应用研究进行了文献综述。从文献回顾来看，当前研究存在一些不足，未来的研究应基于我国人口生存特征去研究死亡率；同时，需要从生命周期框架和OLG模型研究研究应对养老风险的稳健的投资-消费决策，并在考虑对上一代老人赡养的情形下研究寿险决策。此外，随着养老风险逐步加剧，建议政府采取改进我国的多支柱养老保险体系、进一步放开生育、延迟退休及发展养老服务业等方式应对养老风险，保证我国养老金体系的可持续发展。     

城镇职工养老保险随机模型研究

构建了包含个人、企业、政府等市场参与者相互制衡的城镇职工养老保险随机模型,该模型涉及了储蓄、工作期消费、个人养老金账户、工资、退休后消费共5个随机变量;利用ITo引理证明了随机微分方程解的存在性,唯一性,利用2010-2014年中国有关宏观数据,对5个变量进行了动态模拟,并对部分参数变动对模型的影响进行分析,得出了储蓄替代率和人口出生率与两期消费正相关,两者的小范围变动不会影响两期消费的趋势等结论.     

期货市场中持仓量及参与者对资产价格的影响研究

本文通过建立一个期货市场的均衡模型,提出在具有套保需求和有限风险承受能力的前提下,期货价格能够预测未来资产价格变动的方向,持仓量能够辅助预测未来资产价格变动的剧烈程度;此外,市场中不知情投机者具有风险调整市场收益的作用,不知情套保者的参与能够稳定市场。对于持仓量是否能够辅助预测未来资产价格变动的剧烈程度,本文利用中国商品期货市场数据进行了实证检验,结果表明与理论研究的结论一致。     

人口年龄结构变化模型与郑州市基础养老金发展趋势分析

以2010年全国第六次人口普查数据为基础,采用韦伯(weibull)分布拟合人口死亡分布密度函数,推导出未来郑州市人口年龄结构变化模型,运用逻辑斯蒂(Logistic)阻滞模型预测职工的平均工资水平,依据最新的国务院2015年1月14日发布《关于机关事业单位工作人员养老保险制度的决定》(国发[2015]2号)方案,在此基础上构建了养老金的收支平衡及替代率模型.研究结果表明:随着时间的推移郑州市养老金收支将面临严重压力,在2050年养老金缺口将达到高峰,最后给出了政策建议.     

基于变动人口的Solow模型

本文在Solow模型框架中引入随时间变动人口增长函数，并假定人口增长率最终趋于零，证明该模型的解是渐近稳定的，收敛于零人口增长率的经典Solow模型的解。通过引入变动人口增长率，讨论人口过渡时期和人口波动对经济增长的影响，并给出数值计算结果。     

企业退休职工养老金模型

本文讨论了目前我国养老保险体制改革的相关问题。首先,通过分析年工资增长趋势,对其数据进行回归分析,构造出工资的Logistic模型,并预测出职工未来年份的年平均年工资;其次构造养老金替代率模型,并得到多种情况下的替代率;再次,建立养老金缺口模型,用来分析养老金缺口情况以及达到平衡时领取养老金的年数;最后分析得出影响养老金替代率和收支平衡的4个因素,即社会统筹基金的缴费比例、基金收益率、退休年龄和开始缴纳养老保险的年龄,对其进行敏感性分析,并提出一些相应的改进建议。     

The private value of public pensions

As individual retirement savings accounts replace public pensions and defined benefit schemes, more retirees will decumulate using commercial income streams rather than public or corporate annuities. Here we use an approximation to the retirement income problem [Huang, H., Milevsky, M.A., Wang, J., 2004. Ruined moments in your life: How good are the approximations? Insurance: Math. Econom. 34, 421–447] to compute the cost of replicating a public real life annuity (the Australian Age Pension) using commercial decumulation products. We treat the public pension as a phased withdrawal plan, matching insurance and payment features, and back out the stochastic present value of the plan under an arbitrarily small ruin probability. To reproduce the pension payment with 99% certainty, a male retiree needs 3.6 times the current average retirement savings account balance, and a female retiree needs more than 10 times the average female account balance. At 95% certainty, required wealth falls by around 25%. We measure separately the impact of gender, investment strategy, retirement age and management fees on this valuation.     

Swiss coherent mortality model as a basis for developing longevity de-risking solutions for Swiss pension funds: A practical approach

Pension funds in Switzerland are exposed to longevity risk possibly to a greater extent than in many other developed economies. The ground for this is a dearth of financial products to combat longevity risk, with a lack of buy-in and very limited variety of buy-out solutions available. The solutions that do exist frequently come at a very high price and many pension funds are in deficit on a buy-out basis. From our point of view creating an approach for evaluating the longevity risk faced by each pension fund and integrating it into dynamic risk budgeting strategies will help Swiss pension funds better understand the mechanism behind different longevity de-risking solutions and decide on the most suitable as well as affordable solution for them. To develop capital market solutions for longevity hedging strategies it is crucial that both hedgers (pension funds) as well as solution providers are able to quantify the longevity risk in the framework of a holistic risk management and to develop an adequate pricing approach.In this publication we present our stochastic coherent mortality model developed for Swiss pension funds based on the reference population of fifteen countries and discuss the robustness of the forecasts relative to the sample period used to fit the model, biological reasonableness of the forecasts and other modelling parameters as well as possible impact on results. The model has taken into account past single population modelling techniques and allows flexible age effect to capture the spread behaviour introduced by the target population. The augmented terms for the spread function are chosen based on their forecast accuracy and a coherent behaviour is expected in the long term. The idea behind is fairly simple and yields a design with both transparency and robustness. The model usage is not limited to Switzerland.     

考虑模型不确定的TBP养老金的鲁棒最优投资策略研究

以目标收益养老金计划(TBP)模型研究鲁棒最优投资问题, 其中养老金管理者对模型参数不确定带来的风险是模糊风险厌恶的. 养老金管理者为规避风险和增加收益将投资于无风险资产和风险资产. 考虑连续时间情形, 假设养老金计划参保人的缴费是确定的, 而参保人的收益给付是确定目标收益给付, 资金账户的收益风险由不同代际的参保人共同承担, 同时考虑随机工资及其与金融市场的相关性. 以参保人退休后养老金给付偏离目标的风险和代际之间风险分担的组合最小化为投资决策目标, 并采用指数函数的形式描述实际给付与目标给付的偏离, 利用随机最优控制方法, 建立相应的HJB方程并求解得到最优投资收益策略和最优给付策略的解析解. 通过数值示例分析了模型参数对最优投资和最优给付策略的影响.     

基于Lee-Carter模型的互助养老年金研究

基于经典的双线性随机Lee-Carter模型,采用经济学的协整理论,对中国大陆男性人口死亡率进行预测,克服了ARIMA模型预测的局限性.在随机利率和Lee-Carter模型的基础上度量退休年金和生命年金的长寿风险,并为此提出应对策略,引入由消费者承担系统长寿风险、年金池承担个体长寿风险的群体自助养老年金(GSA),然后对其进行实证分析发现,与普通年金相比,GSA模型分担模式拥有较高的给付额.     

Altruistic motives,uncertain lifetime and urban public pension replacement rates

This article employs an overlapping generations model with altruistic motives and uncertain lifetime to investigate China's urban public pension system. We examine the effects of the individual account benefit replacement rate, social pool benefit replacement rate, life expectancy and population growth rate on the capital-labour ratio, pension benefits, consumption and utility. We also find the optimal social pool benefit replacement rate. Raising the individual account benefit replacement rate only increases the individual account benefits. Raising the social pool benefit replacement rate increases the social pool benefits and retirement-period consumption, whereas decreases the capital-labour ratio, individual account benefits, working-period consumption and utility. The fall in the population growth rate increases the capital-labour ratio, social pool benefits, individual account benefits, working-period consumption and utility, whereas decreases the retirement-period consumption. The rise in the life expectancy decreases the six variables. The optimal social pool benefit replacement rate falls in case of either risen life expectancy or fallen population growth rate. It further falls under the joint case of risen life expectancy and fallen population growth rate. It will do more good than harm to raise the individual account benefit replacement rate, reduce the social pool benefit replacement rate and strictly implement the population policy.     

Making demography relevant: The Canadian baby boom

The paper presents a model for teaching demography used at the University of Waterloo which requires student projects. Three projects are described in some detail. They are analyses of unemployment rates, future housing requirements in the Province of Ontario, and the need to modify the normal retirement age of 65 used in the Canada/Quebec Pension Plan.     

Urban public pension, replacement rates and population growth rate in China

This paper uses an overlapping generations model to investigate the urban public pension in China. It examines the effects of the replacement rates and population growth rate on the capital–labor ratio, pension benefits, consumption and utility, and finds the optimal replacement rate. It is shown that raising the individual account benefit replacement rate only induces the increase in the individual account benefits. Raising the social pool benefit replacement rate induces the increase in the social pool benefits and retirement-period consumption, while the decrease in the capital–labor ratio, individual account benefits, working-period consumption and utility. The fall in the population growth rate leads to the increase in the capital–labor ratio, social pool benefits, individual account benefits, working-period consumption and utility, and leads to a decrease in the retirement-period consumption. The optimal social pool benefit replacement rate depends on the individual discount factor, social discount factor, capital share of income and population growth rate, and it decreases in the case of falling population growth rates. It will do more good than harm to raise the individual account benefit replacement rate, reduce the social pool benefit replacement rate and strictly implement China’s population policy.     

基于DEJD模型的人口寿命预测及SM债券定价

人口老龄化背景下的长寿风险,将会给国家养老保障体系带来极大的经济负担.如何度量和管理长寿风险,己成为近年来世界各国关注和研究的焦点.本文基于我国人口死亡率数据,在Lee-Carter模型的基础上,引入DEJD模型刻画时间序列因子的跳跃不对称性,并证实了 DEJD模型比Lee-Carter模型在拟合时间序列因子时更为有效...     

中国“九五”期间城乡居民消费结构及变化趋势的比较分析

本文运用扩展的线性支出系统模型研究了我国“九五”期间城乡居民的消费结构状况。对城乡居民的消费结构和变化趋势进行了比较 ,同时给出了消费的合理性政策建议。     

基本养老保险缴费心理活动维度的实证研究:个人心理账户视角

本文从心理账户理论视角,通过问卷调查,运用非集计模型,对个人基本养老保险缴费心理活动维度进行了实证研究。研究结果表明,受教育程度、非常规的额外收入、经营性收入、安全型保障账户和风险型存储账户是影响缴费的关键性因素,进而提出引导设立特定缴费心理账户、增强缴费制度弹性,改变缴费者的选择框架, 提升缴费遵从度。