Backtesting the solvency capital requirement for longevity risk

被引:3
|
作者
Coppola, Mariarosaria [1 ]
D'Amato, Valeria [1 ,2 ]
机构
[1] Univ Naples Federico II, Dept Theories & Methods Human & Social Sci, Naples, Italy
[2] Univ Salerno, Dept Econ & Stat, Salerno, Italy
关键词
Capital; Finance; Regulation; Risk analysis; Insurance companies; Life insurance; Solvency II; Solvency capital requirement; Longevity risk; Iterative Lee Carter model; Life annuity portfolio; Backtest;
D O I
10.1108/15265941211254444
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Purpose - The determination of the capital requirements represents the first Pillar of Solvency II. The main purpose of the new solvency regulation is to obtain more realistic modelling and assessment of the different risks insurance companies are exposed to in a balance-sheet perspective. In this context, the Solvency Capital Requirement (SCR) standard calculation is based on a modular approach, where the overall risk is split into several modules and submodules. In Solvency II, standard formula longevity risk is explicitly considered. The purpose of this paper is to look at the backtesting approach for measuring the consistency of SCR calculations for life insurance policies. Design/methodology/approach - A multiperiod approach is suggested for correctly calculating the SCR in a risk management perspective, in the sense that the amount of capital necessary to meet company future obligations year by year until the contract will be in force has to be assessed. The backtesting approach for measuring the consistency of SCR calculations for life insurance policies represents the main contribution of the research. In fact this kind of model performance is generally specified in the VaR validation analysis. In this paper, this approach is considered for testing the ex post performance of SCR calculation methodology. Findings - The backtesting framework is able to measure, from time to time, if the insurer has allocated more or less capital to support his in-force business, with adverse effects on free reserves and profitability or solvency. Practical implications - The paper shows that the forecasting performance is an important aspect to assess the effectiveness of the model, a poor performance corresponding to a biased allocation of capital. Originality/value - The backtesting approach for measuring the consistency of SCR calculations for life insurance policies represents the main contribution of the research. In fact this kind of model performance is generally specified in the VaR validation analysis. Recently, Dowd et al. have proposed it for verifying the goodness of mortality models and now, in this paper, this approach is considered for testing the ex post performance of SCR calculation methodology.
引用
收藏
页码:309 / 319
页数:11
相关论文
共 50 条
  • [1] Underwriting risk module in solvency capital requirement calculation
    Pales, Michal
    [J]. MANAGING AND MODELLING OF FINANCIAL RISKS - 8TH INTERNATIONAL SCIENTIFIC CONFERENCE PROCEEDINGS, PT III, 2016, : 751 - 756
  • [2] FUNDAMENTAL DEFINITION OF THE SOLVENCY CAPITAL REQUIREMENT IN SOLVENCY II
    Christiansen, Marcus C.
    Niemeyer, Andreas
    [J]. ASTIN BULLETIN, 2014, 44 (03): : 501 - 533
  • [3] Solvency capital requirement for hybrid products
    Kochanski, Michael
    Karnarski, Bertel
    [J]. EUROPEAN ACTUARIAL JOURNAL, 2011, 1 (02) : 173 - 198
  • [4] Backtesting an equity risk model under Solvency II
    Duran Santomil, Pablo
    Otero Gonzalez, Luis
    Martorell Cunill, Onofre
    Merigo Lindahl, Jose M.
    [J]. JOURNAL OF BUSINESS RESEARCH, 2018, 89 : 216 - 222
  • [5] TEST FOR CHANGES IN THE MODELED SOLVENCY CAPITAL REQUIREMENT OF AN INTERNAL RISK MODEL
    Gaigall, Daniel
    [J]. ASTIN BULLETIN, 2021, 51 (03): : 813 - 837
  • [6] Longevity risk, cost of capital and hedging for life insurers under Solvency II
    Meyricke, Ramona
    Sherris, Michael
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2014, 55 : 147 - 155
  • [7] SOLVENCY CAPITAL REQUIREMENTS FOR LONGEVITY RISK UNDER DIFFERENT STOCHASTIC MORTALITY MODELS
    Levantesi, Susanna
    [J]. ADVANCES AND APPLICATIONS IN STATISTICS, 2013, 33 (02) : 137 - 160
  • [8] Risks of insurance companies in the light of solvency capital requirement Solvency II
    Czerwinska, Teresa
    [J]. PROBLEMY ZARZADZANIA-MANAGEMENT ISSUES, 2013, 11 (02): : 8 - 30
  • [9] THE DETERMINATION OF SOLVENCY CAPITAL REQUIREMENT FOR MARKET RISK OF INSURANCE COMPANY BY COPULA APPROACH
    Kresta, Ales
    Petrova, Ingrid
    Tichy, Tomas
    [J]. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON FINANCE AND BANKING, 2010, : 116 - 128
  • [10] A Risk-Theory Model to Assess the Capital Requirement for Mortality and Longevity Risk
    Savelli, Nino
    Clemente, Gian Paolo
    [J]. JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2013, 16 (06) : 397 - 429