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研究生: 黃詩雅
Huang, Shih-Ya
論文名稱: Lee-Carter模型下動態解約率模型建構—以生死合險為例
Modelling for Dynamic Surrender Rate of Life Insurance Policy under Lee-Carter Modell
指導教授: 蔡政憲
口試委員: 黃雅文
曾毓英
學位類別: 碩士
Master
系所名稱: 商學院 - 風險管理與保險學系
Department of Risk Management and Insurance
論文出版年: 2024
畢業學年度: 112
語文別: 中文
論文頁數: 38
中文關鍵詞: 解約率Lee-Carter模型APC模型保單年度世代效果
外文關鍵詞: surrender rate, Lee-Carter model, APC model, policy year, cohort effects
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  • 本研究使用台灣某壽險公司1982年至2018年間生死合險保單資料,以Lee-Carter(LC)模型與Age-Period-Cohort(APC)模型建立保單解約率模型。實證結果顯示,APC模型考量了世代效果,較基本的LC模型對解約率的配適能力較佳。本研究結果顯示保單解約率受到保單年度、年份以及世代效果的影響,提供保險公司在保單解約率管理方面之參考依據。


    In this study, we utilizes endowment insurance policy data from a Taiwanese life insurance company spanning from 1982 to 2018 to model dynamic surrender rate of life insurance policy under Lee-Carter (LC) model and Age-Period-Cohort (APC) model. The empirical results indicate that the APC model, which takes cohort effects into account, provides a better fit for surrender rates compared to the basic LC model. The findings of this study demonstrate that policy surrender rates are influenced by policy year, period, and cohort effects, offering a reference for insurance companies in managing policy surrender rates.

    第一章 緒論 ................ 1
    第二章 文獻回顧 ............ 4
    第三章 資料及模型 .......... 10
    第四章 實證結果分析 ........ 25
    第五章 結論 ............... 34
    參考資料................... 36

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