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在保费预测研究中,提出了一种基于模糊回归模型的预测方法.采用模糊最小二乘法,针对清晰输入和LR型模糊输出,在考虑输出量隶属函数类型存在差异问题基础之上,得到模型回归系数的迭代解.通过最小二乘估计的定性分析,给出检验模型拟合度的指标.结合保费数据的预测结果表明模型可行且具有较强的解释能力. 相似文献
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In the classical credibility theory, the credibility premium is derived on the basis of pure premium. However, the insurance
practice demands that the premium must be charged under some adaptable premium principle and serves the purpose for insurance
business. In this paper, the balanced credibility models have been built under exponential principle, and the credibility
estimator of individual exponential premium is derived. This result is also extended to the versions of multitude contracts,
and the estimation of the structure parameters is investigated. Finally, the simulations have been introduced to show the
consistency of the credibility estimator and its differences from the classical one. 相似文献
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在不完全信息环境下,文章研究了具有随机工资和保费返还条款,且面临通胀风险的DC养老金均衡投资策略.假设养老金参与者连续不断地将其随机工资的固定比例作为保费缴纳到自己的养老金账户,基金经理将保费投资于一个无风险资产,一支股票和一支通胀指数债券以使养老金保值增值.其中股票预期收益率是随机的,并遵循均值回复过程,但基金经理无法直接观测.由于考虑了保费返还条款,则在累积期间死亡的参与者可提取按预先设定利率累积的保费.基金经理的决策目标是使每个幸存参与者养老金的终端价值期望最大化,并最小化终端价值的方差.利用滤波技术和纳什均衡框架,文章得到了DC养老金均衡策略和均衡值函数的解析式.最后,数值算例表明保费返还条款和信息损失都会使基金经理对风险投资更谨慎,但是保费返还条款对通胀指数债券均衡策略的影响更显著,而信息损失对股票均衡策略的影响更显著. 相似文献