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基于SVM的退休意愿及其影响因素研究——以蚌埠市为例

Research on Retirement Intention and its Influencing Factors based on SVM ——Taking Bengbu City as an Example
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摘要 以蚌埠市为例,对人们的退休意愿及其影响因素进行研究.首先通过调查访问及资料参考选取影响退休意愿的相关指标,根据问卷结果建立SVM模型并用MATLAB编程进行求解,再结合灵敏度分析分别得到“年龄”、“收入”、“工作压力”、“身体状况”四种特征因素对人们退休意愿的影响趋势和大小,给延迟退休政策的实施能够充分满足不同特征群体的具体情况和接受程度以参考. Taking bengbu city as an example,people's retirement intention and its influencing factors are studied in this paper.Firstly,relevant indicators affecting retirement intention are selected through survey interview and data reference.According to the questionnaire results,SVM model is established and MATLAB programming is used to solve the problem.Combined with the control variable method,the influence trends and sizes of "age","income","work pressure" and "physical condition" on people's retirement intention are obtained respectively.Then by different people to self ideal retirement age assessment as a dependent variable,retirement will influence factors as independent variables,using SPSS software to establish multiple linear regression equation,the different characteristics of the crowd ideal retirement age,to delay retirement policy implementation can fully meet the specific conditions and acceptance of different groups for reference.
作者 周妍敏 喻建龙 魏天 Zhou Yanmin;Yu Jianlong;Wei tian(Anhui University of Finance and Economics)
机构地区 安徽财经大学
出处 《哈尔滨师范大学自然科学学报》 CAS 2019年第3期22-26,共5页 Natural Science Journal of Harbin Normal University
基金 国家自然科学基金(11601001) 安徽省教育厅人文社科重点研究基地项目(SK2013A002)
关键词 退休意愿 影响因素 SVM 灵敏度分析 Retirement intend Influencing factors SVM Sensitivity analysis
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