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Stochastic Analysis and Statistical Inference for Insurance Ruin Risks

Research Project

Project/Area Number 24740061
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionWaseda University (2014)
Osaka University (2012-2013)

Principal Investigator

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

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords破産理論 / 確率過程 / 数理統計 / 保険数理 / 漸近理論 / レヴィ型リスクモデル / 破産関連リスク量 / 再生方程式 / 国際情報交換(アメリカ,カナダ,中国)
Outline of Final Research Achievements

As a generalization of the classical insurance ruin theory, we investigated a generalized Gerber-Shiu analysis under Levy insurance risk models. Main results are an extension of the ruin-related risk (Gerber-Shiu function) to a integral type functional of the insurance surplus, the derivation of its renewal type equation, and a representation theorem by a scale function for a spectrally negative Levy process. Moreover, we studied an inflation risk model written by a stochastic differential equation, and gave a bound of ruin probability and an optimal strategy of a reinsurance. In statistical analysis, we gave an approximation by the Edgeworth type expansion of ruin probability, inference for the Gerber-Shiu function from a discrete samples, and investigated the statistical error with the rate of convergence. We also show by simulations that these methodologies numerically work well.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (26 results)

All 2015 2014 2013 2012 Other

All Journal Article (10 results) (of which Peer Reviewed: 10 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (16 results) (of which Invited: 11 results)

  • [Journal Article] Edgeworth type expansion of ruin probability under Levy risk processes in the small loading asymptotics2014

    • Author(s)
      Yasutaka Shimizu
    • Journal Title

      Scandinavian Actuarial Journal

      Volume: 7 Issue: 7 Pages: 620-648

    • DOI

      10.1080/03461238.2012.755937

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Potential measures for spectrally negative Markov additive processes with applications in ruin theory2014

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

      Insurance: Mathematics and Economics

      Volume: 59 Pages: 11-26

    • DOI

      10.1016/j.insmatheco.2014.08.001

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] The YUIMA Project: A Computational Framework for Simulation and Inference of Stochastic Differential Equations2014

    • Author(s)
      Alexandre Brouste, Masaaki Fukasawa, Hideitsu Hino, Stefano Iacus, Kengo Kamatani, Yuta Koike, Hiroki Masuda, Ryosuke Nomura, Teppei Ogihara, Yasutaka Shimuzu, Masayuki Uchida, Nakahiro Yoshida
    • Journal Title

      Journal of Statistical Software

      Volume: 57 Pages: 1-51

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Finite-time survival probability and credit default swaps pricing under geometric Lévy markets2013

    • Author(s)
      Hao, X.; Li, X and Shimizu, Y.
    • Journal Title

      Insurance: Mathematics and Economics

      Volume: 53 Issue: 1 Pages: 14-23

    • DOI

      10.1016/j.insmatheco.2013.04.003

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Least squares estimator for discretely observed stochastic processes driven by additive small Lévy noises2013

    • Author(s)
      Long, H.; Sun, W and Shimizu, Y.
    • Journal Title

      Journal of Multivariate Analysis

      Volume: 116 Pages: 422-439

    • DOI

      10.1016/j.jmva.2013.01.012

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] On a generalization from ruin to default in a Lévy insurance risk model,2013

    • Author(s)
      Feng, R. and Shimiu, Y.
    • Journal Title

      Methodologies and Computations in Applied Probability

      Volume: 15 Issue: 4 Pages: 773-802

    • DOI

      10.1007/s11009-012-9282-y

    • Related Report
      2013 Research-status Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Edgeworth type expansion of ruin probability under Levy risk processes in the small loading asymptotics2013

    • Author(s)
      Yasutaka Shimizu
    • Journal Title

      Scandinavian Actuarial Journal

      Volume: 未定

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Local asymptotic mixed normality for discretely observed non-recurrent Ornstein-Uhlenbeck processes2012

    • Author(s)
      Yasutaka Shimizu
    • Journal Title

      Annals of the Institute of Statistical Mathematics

      Volume: (印刷中) Issue: 1 Pages: 193-211

    • DOI

      10.1007/s10463-010-0307-4

    • NAID

      40019168968

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Estimation of parameters for discretely observed diffusion processes with a variety of rates for information2012

    • Author(s)
      Yasutaka Shimizu
    • Journal Title

      Annals of the Institute of Statistical Mathematics

      Volume: (印刷中) Issue: 3 Pages: 545-575

    • DOI

      10.1007/s10463-010-0323-4

    • NAID

      40019169108

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Nonparametric estimation of the Gerber-Shiu function for the Wiener-Poisson risk model2012

    • Author(s)
      Yasutaka Shimizu
    • Journal Title

      Scandinavian Actuarial Journal

      Volume: 1 Issue: 1 Pages: 56-69

    • DOI

      10.1080/03461238.2010.523515

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 有限時間のGerber-Shiu 関数を用いた動的リスク尺度2015

    • Author(s)
      清水泰隆
    • Organizer
      JARIPフォーラム2015
    • Place of Presentation
      日本大学
    • Year and Date
      2015-03-30
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 確率微分方程式のレヴィ型小分散モデルにおけるドリフト推定2015

    • Author(s)
      清水泰隆
    • Organizer
      日本統計学会春季大会
    • Place of Presentation
      明治大学
    • Year and Date
      2015-03-08
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] LSE-type estimation for stochastic processes with small Levy noise2015

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      Statistique Asymptotique des Processus Stochastiques X
    • Place of Presentation
      Le Mans, France
    • Year and Date
      2015-02-17 – 2015-02-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] LSE-type estimation for stochastic processes with small Levy noise2014

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      多様な分野における統計科学の教育・理論・応用の新展開
    • Place of Presentation
      新潟大学
    • Year and Date
      2014-10-24 – 2014-10-26
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] デフォルトリスクに対するGerber-Shiu解析と統計的推測2014

    • Author(s)
      清水泰隆
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      東京大学
    • Year and Date
      2014-09-13 – 2014-09-16
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Estimating Gerber-Shiu functions from discretely observed Levy driven surplus2014

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      The 18th International congress on Insurance: Mathematics and Economics
    • Place of Presentation
      Shanghai, China
    • Year and Date
      2014-07-10 – 2014-07-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Threshold estimation of drift for stochastic processes with small noise2014

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2014-06-29 – 2014-07-03
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Edgeworth type expansion for renewal-type equations and applications to risk theory2013

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      The 17th International congress on Insurance: Mathematics and Economics
    • Place of Presentation
      Copenhagen, Denmark
    • Related Report
      2013 Research-status Report
  • [Presentation] Threshold estimation for stochastic differential equations with jumps2013

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      59th ISI World Statistics Congress
    • Place of Presentation
      Hong Kong, China
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] 保険数理における離散観測モデルと最近の動向2013

    • Author(s)
      清水泰隆
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      大阪大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] On a generalization from ruin to default in Lévy insurance risks,2013

    • Author(s)
      清水泰隆
    • Organizer
      第2回金融シンポジウム
    • Place of Presentation
      一橋大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] On a generalization from ruin to default in Lévy insurance risks2013

    • Author(s)
      清水泰隆
    • Organizer
      経済リスクの統計学の新展開:稀な事象と再帰的事象
    • Place of Presentation
      東京大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Ruin-related quantities under Markov additive risk models: a matrix operator approach

    • Author(s)
      Runhuan Feng and Yasutaka Shimizu
    • Organizer
      The 16th International congress on Insurance: Mathematics and Economics
    • Place of Presentation
      Hong Kong, China
    • Related Report
      2012 Research-status Report
  • [Presentation] Edgeworth-type expansion of ruin probability under Levy insurance risk model

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      Waseda Statistical Symposium on Time Series and Related Topics -A satellite meeting of IMS-APRM,
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Asymptotic expansion of ruin probability under Levy insurance risks

    • Author(s)
      Yasutaka Shimizu
    • Organizer
      WORKSHOP ON "MATHEMATICAL FINANCE AND RELATED ISSUES
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] レヴィ保険モデルにおける破産リスクと統計的推測

    • Author(s)
      清水泰隆
    • Organizer
      統計関連学会連合大会2012
    • Place of Presentation
      北海道
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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