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Research on statistical solvency estimates from ruin theory

Research Project

Project/Area Number 15K05009
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionWaseda University

Principal Investigator

Shimizu Yasutaka  早稲田大学, 理工学術院, 教授 (70423085)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords保険数理 / 確率過程 / 統計推測 / リスク理論 / ジャンプ型確率過程 / 破産関連リスク評価 / 破産理論 / リスク管理 / 漸近理論
Outline of Final Research Achievements

We constructed a risk measure based on the ruin probability and the Gerber-Shiu function, which is a generalization of the ruin probability, under the surplus model by stochastic differential equation with jumps. In particular, we considered “dynamic” risk measures in order to measure risks that varies in time with their mathematical justification. Next, we investigated a mortality prediction model for the purpose of including a mortality risk into our risk measure. We proposed a new methodology to improve the small area estimation of mortality by applying Credibility Theory. However the performance of the method is not satisfactory and we will leave it as a future work. Furthermore we investigated the statistical inference for the Gerber-Shiu function, which is necessary for application of risk measures in practice.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (19 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (2 results) Journal Article (6 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 6 results,  Open Access: 6 results,  Acknowledgement Compliant: 1 results) Presentation (11 results) (of which Int'l Joint Research: 10 results,  Invited: 8 results)

  • [Int'l Joint Research] University of Illinois(米国)

    • Related Report
      2015 Research-status Report
  • [Int'l Joint Research] 重慶大学(中国)

    • Related Report
      2015 Research-status Report
  • [Journal Article] Dynamic risk measures for stochastic asset processes from ruin theory2018

    • Author(s)
      Tanaka, Shuji and Shimizu, Yasutaka
    • Journal Title

      Annals of Actuarial Science

      Volume: 印刷中 Issue: 2 Pages: 249-268

    • DOI

      10.1017/s1748499518000064

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Least squares estimators for stochastic differential equations driven by small Levy noises2017

    • Author(s)
      Long, Hongwei.; Ma, Chunhua. and Shimizu, Yasutaka.
    • Journal Title

      Stochastic Processes and their Applications

      Volume: 127 Issue: 5 Pages: 1475-1495

    • DOI

      10.1016/j.spa.2016.08.006

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Estimating Gerber-Shiu functions from discretely observed Levy driven surplus2017

    • Author(s)
      Shimizu Yasutaka、Zhang Zhimin
    • Journal Title

      Insurance: Mathematics and Economics

      Volume: 74 Pages: 84-98

    • DOI

      10.1016/j.insmatheco.2017.02.006

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Threshold Estimation for Stochastic Processes with Small Noise2017

    • Author(s)
      Shimizu Yasutaka
    • Journal Title

      Scandinavian Journal of Statistics

      Volume: 44 Issue: 4 Pages: 951-988

    • DOI

      10.1111/sjos.12287

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Parametric inference for ruin probability in the classical risk model2017

    • Author(s)
      Oshime, Takayoshi and Shimizu, Yasutaka
    • Journal Title

      Statistics and Probability Letters

      Volume: 133 Pages: 28-37

    • DOI

      10.1016/j.spl.2017.09.020

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Applications of central limit theorems for equity-linked insurance2016

    • Author(s)
      Feng, Runhuan. and Shimizu, Yasutaka.
    • Journal Title

      Insurance : Mathematics and Economics,

      Volume: 69 Pages: 138-148

    • DOI

      10.1016/j.insmatheco.2016.05.004

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Applications of central limit theorems for equity-linked insurance2017

    • Author(s)
      Shimizu, Yasutaka
    • Organizer
      Waseda International Symposium 2017
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2017-02-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Applications of central limit theorems for equity-linked insurance2017

    • Author(s)
      Shimizu, Yasutaka
    • Organizer
      ASC2017: Asymptotic Statistics and Computations
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2017-01-30
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Applications of central limit theorems for equity-linked insurance2017

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      Waseda International Symposium 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Parametric inference for ruin probability under Levy insurance risks2017

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      The 1st International Conference on Econometrics and Statistics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Asymptotic theory of parametric inference for ruin probability under Levy insurance risks2017

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      The 21th International congress on Insurance: Mathematics and Economics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Asymptotic theory of parametric inference for ruin probability under Levy insurance risks2017

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      統計関連学会連合大会2017
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Simulation-based inference for the finite-time ruin probability of a surplus with long-memory2016

    • Author(s)
      Shimizu, Yasutaka
    • Organizer
      Mathematical Statistics and Stochastic Analysis for modeling and analysis of complex random systems
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2016-09-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Simulation-based inference for the finite-time ruin probability of a surplus with long-memory2016

    • Author(s)
      Shimizu, Yasutaka
    • Organizer
      The 20th International congress on Insurance: Mathematics and Economics
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2016-07-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Some statistical problems in ruin theory: discretely observed Lévy insurance risk process2015

    • Author(s)
      Shimizu, Yaasutaka
    • Organizer
      High-Dimensional Statistical Analysis for Time Spatial Processes & Quantile Analysis for Time Series
    • Place of Presentation
      Waseda, Tokyo
    • Year and Date
      2015-11-09
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Statistical Inference for ruin-related quantities for Lévy insurance risks2015

    • Author(s)
      Shimizu, Yaasutaka
    • Organizer
      60th ISI World Statistics Congress
    • Place of Presentation
      Rio de Janeiro, Brazil
    • Year and Date
      2015-08-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Gerber-Shiu dynamic risk measures for solvency evaluation2015

    • Author(s)
      Shimizu, Yaasutaka
    • Organizer
      The 19th International congress on Insurance: Mathematics and Economics
    • Place of Presentation
      Liverpool, UK
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2019-03-29  

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