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Volumn 40, Issue 15, 2013, Pages 6125-6135

Bootstrap control charts in monitoring value at risk in insurance

Author keywords

Bootstrap; Control chart; Quantile; Risk monitoring; Variable sample size

Indexed keywords

FLOWCHARTING; INSURANCE; INTELLIGENT SYSTEMS; MONTE CARLO METHODS; RANDOM VARIABLES; RISK ASSESSMENT; VALUE ENGINEERING; WEIBULL DISTRIBUTION;

EID: 84878918941     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2013.05.028     Document Type: Article
Times cited : (28)

References (56)
  • 2
    • 44449166051 scopus 로고    scopus 로고
    • Estimating parameters of the three-parameter Weibull distribution using a neural network
    • DOI 10.1504/EJIE.2008.018438
    • B. Abbasi, L. Rabelo, and M. Hosseinkouchack Estimating parameters of the three-parameter Weibull distribution using a neural network European Journal of Industrial Engineering 2 4 2008 428 445 (Pubitemid 351767067)
    • (2008) European Journal of Industrial Engineering , vol.2 , Issue.4 , pp. 428-445
    • Abbasi, B.1    Rabelo, L.2    Hosseinkouchack, M.3
  • 3
    • 0004231080 scopus 로고
    • International Cooperative Publ. House Fairland, MD
    • B.C. Arnold Pareto distributions 1983 International Cooperative Publ. House Fairland, MD
    • (1983) Pareto Distributions
    • Arnold, B.C.1
  • 5
    • 0344235986 scopus 로고
    • Proceedings of the decision science institute Decision Sciences Institute Atlanta, GA, San Diego, CA pp. 1611-1613
    • S.M. Bajgier The use of bootstrapping to construct limits on control charts Proceedings of the decision science institute 1992 Decision Sciences Institute Atlanta, GA, San Diego, CA pp. 1611-1613
    • (1992) The Use of Bootstrapping to Construct Limits on Control Charts
    • Bajgier, S.M.1
  • 6
    • 0037453925 scopus 로고    scopus 로고
    • Kernel density estimation of actuarial loss functions
    • DOI 10.1016/S0167-6687(02)00191-9, PII S0167668702001919
    • C. Bolancé, M. Guillén, and J.P. Nielsen Kernel density estimation of actuarial loss functions Insurance: Mathematics and Economics 32 2003 19 36 (Pubitemid 36136281)
    • (2003) Insurance: Mathematics and Economics , vol.32 , Issue.1 , pp. 19-36
    • Bolance, C.1    Guillen, M.2    Nielsen, J.P.3
  • 8
    • 30944439668 scopus 로고    scopus 로고
    • Kernel density estimation for heavy-tailed distributions using the champernowne transformation
    • DOI 10.1080/02331880500439782, PII W8062360500756
    • T. Buch-Larsen, M. Guillén, J.P. Nielsen, and C. Bolancé Kernel density estimation for heavy-tailed distributions using the Champernowne transformation Statistics 39 2005 503 518 (Pubitemid 43109067)
    • (2005) Statistics , vol.39 , Issue.6 , pp. 503-518
    • Buch-Larsen, T.1    Nielsen, J.P.2    Guillen, M.3    Bolance, C.4
  • 10
  • 11
    • 0001760675 scopus 로고
    • On the estimation of the extreme-value index and large quantile estimation
    • A.L.M. Dekkers, and L. de Haan On the estimation of the extreme-value index and large quantile estimation Annals of Statistics 17 1989 1795 1832
    • (1989) Annals of Statistics , vol.17 , pp. 1795-1832
    • Dekkers, A.L.M.1    De Haan, L.2
  • 12
    • 0001760675 scopus 로고
    • A moment estimator for the index of an extreme value distribution
    • A.L.M. Dekkers, J.H.J. Einmahl, and L. de Haan A moment estimator for the index of an extreme value distribution Annals of Statistics 17 1989 1833 1855
    • (1989) Annals of Statistics , vol.17 , pp. 1833-1855
    • Dekkers, A.L.M.1    Einmahl, J.H.J.2    De Haan, L.3
  • 14
    • 15844398058 scopus 로고
    • Edgeworth expansions for studentized and prepivoted sample quantiles
    • M. Falk, and D. Janas Edgeworth expansions for studentized and prepivoted sample quantiles Statistics & Probability Letters 14 1992 13 24
    • (1992) Statistics & Probability Letters , vol.14 , pp. 13-24
    • Falk, M.1    Janas, D.2
  • 15
    • 80255138189 scopus 로고    scopus 로고
    • Gradient boosting trees for auto insurance loss cost modeling and prediction
    • L. Guelman Gradient boosting trees for auto insurance loss cost modeling and prediction Expert Systems with Applications 39 3 2012 3659 3667
    • (2012) Expert Systems with Applications , vol.39 , Issue.3 , pp. 3659-3667
    • Guelman, L.1
  • 16
    • 18444400732 scopus 로고
    • A note on the accuracy of bootstrap percentile method confidence intervals for a quantile
    • P. Hall, and M.A. Martin A note on the accuracy of bootstrap percentile method confidence intervals for a quantile Statistics & Probability Letters 8 1989 197 200
    • (1989) Statistics & Probability Letters , vol.8 , pp. 197-200
    • Hall, P.1    Martin, M.A.2
  • 18
    • 15844389605 scopus 로고    scopus 로고
    • Iterated smoothed bootstrap confidence intervals for population quantiles
    • DOI 10.1214/009053604000000878
    • H.S.Y. Ho, and S.M.S. Lee Iterated smoothed bootstrap confidence intervals for population quantiles Annals of Statistics 33 1 2005 437 462 (Pubitemid 40653796)
    • (2005) Annals of Statistics , vol.33 , Issue.1 , pp. 437-462
    • Ho, Y.H.S.1    Lee, S.M.S.2
  • 19
    • 70350267714 scopus 로고    scopus 로고
    • Nonparametric estimation of value-at-risk
    • S.-O. Jeong, and K.-H. Kang Nonparametric estimation of value-at-risk Journal of Applied Statistics 36 11 2009 1225 1238
    • (2009) Journal of Applied Statistics , vol.36 , Issue.11 , pp. 1225-1238
    • Jeong, S.-O.1    Kang, K.-H.2
  • 20
    • 0030407534 scopus 로고    scopus 로고
    • A standard measure of risk and risk-value models
    • J. Jia, and J.S. Dyer A standard measure of risk and risk-value models Management Science 42 12 1996 1691 1705 (Pubitemid 126584794)
    • (1996) Management Science , vol.42 , Issue.12 , pp. 1691-1705
    • Jia, J.1    Dyer, J.S.2
  • 22
    • 0032187662 scopus 로고    scopus 로고
    • The performance of bootstrap control charts
    • L.A. Jones, and W.H. Woodall The performance of bootstrap control charts Journal of Quality Technology 30 4 1998 362 375 (Pubitemid 128575175)
    • (1998) Journal of Quality Technology , vol.30 , Issue.4 , pp. 362-375
    • Jones, L.A.1    Woodall, W.H.2
  • 24
    • 84872041045 scopus 로고    scopus 로고
    • Optimal customer selection for cross-selling of financial services products
    • V.K. Kaishev, J.P. Nielsen, and F. Thuring Optimal customer selection for cross-selling of financial services products Expert Systems with Applications 40 5 2013 1748 1757
    • (2013) Expert Systems with Applications , vol.40 , Issue.5 , pp. 1748-1757
    • Kaishev, V.K.1    Nielsen, J.P.2    Thuring, F.3
  • 25
    • 1542459750 scopus 로고
    • The advanced theory of statistics
    • Fourth ed. Charles Griffin and Co. Ltd London
    • M. Kendall, and A. Stuart The advanced theory of statistics Fourth ed. Distribution Theory Vol. 1 1972 Charles Griffin and Co. Ltd London
    • (1972) Distribution Theory , vol.1
    • Kendall, M.1    Stuart, A.2
  • 26
    • 77955664132 scopus 로고    scopus 로고
    • Bias correction for estimated distortion risk measure using the bootstrap
    • J.H.T. Kim Bias correction for estimated distortion risk measure using the bootstrap Insurance: Mathematics and Economics 47 2010 198 205
    • (2010) Insurance: Mathematics and Economics , vol.47 , pp. 198-205
    • Kim, J.H.T.1
  • 27
    • 84862948595 scopus 로고    scopus 로고
    • Capital allocation using the bootstrap
    • J.H.T. Kim Capital allocation using the bootstrap North American Actuarial Journal 15 4 2011 499 516
    • (2011) North American Actuarial Journal , vol.15 , Issue.4 , pp. 499-516
    • Kim, J.H.T.1
  • 28
    • 37349003861 scopus 로고    scopus 로고
    • Quantifying and correcting the bias in estimated risk measures
    • J.H.T. Kim, and M.R. Hardy Quantifying and correcting the bias in estimated risk measures ASTIN Bulletin 37 2 2007 365 386
    • (2007) ASTIN Bulletin , vol.37 , Issue.2 , pp. 365-386
    • Kim, J.H.T.1    Hardy, M.R.2
  • 29
    • 84856512918 scopus 로고    scopus 로고
    • Financial early warning system model and data mining application for risk detection
    • A.S. Koyuncugil, and N. Ozgulbas Financial early warning system model and data mining application for risk detection Expert Systems with Applications 39 6 2012 6238 6253
    • (2012) Expert Systems with Applications , vol.39 , Issue.6 , pp. 6238-6253
    • Koyuncugil, A.S.1    Ozgulbas, N.2
  • 30
    • 77953997432 scopus 로고    scopus 로고
    • Exploring the limitations of value at risk: How good is it in practice?
    • A. Krause Exploring the limitations of value at risk: How good is it in practice? Journal of Risk Finance, Winter 2003 19 28
    • (2003) Journal of Risk Finance, Winter , pp. 19-28
    • Krause, A.1
  • 31
    • 0001925391 scopus 로고
    • Techniques for verifying the accuracy of risk measurement models
    • P. Kupiec Techniques for verifying the accuracy of risk measurement models Journal of Derivatives 3 2 1995 73 84
    • (1995) Journal of Derivatives , vol.3 , Issue.2 , pp. 73-84
    • Kupiec, P.1
  • 32
    • 85011472551 scopus 로고    scopus 로고
    • Pricing risk transfer transactions
    • M.N. Lane Pricing risk transfer transactions ASTIN Bulletin 30 2 2000 259 293
    • (2000) ASTIN Bulletin , vol.30 , Issue.2 , pp. 259-293
    • Lane, M.N.1
  • 35
    • 0030343617 scopus 로고    scopus 로고
    • Control charts for dependent and independent measurements based on bootstrap methods
    • R.Y. Liu, and J. Tang Control charts for dependent and independent measurements based on bootstrap methods Journal of the American Statistical Association 91 436 1996 1694 1700
    • (1996) Journal of the American Statistical Association , vol.91 , Issue.436 , pp. 1694-1700
    • Liu, R.Y.1    Tang, J.2
  • 36
    • 77955554523 scopus 로고    scopus 로고
    • Stochastic Dominance and Risk Measure: A Decision-Theoretic Foundation for VaR and C-VaR
    • C. Ma, and W.K. Wong Stochastic Dominance and Risk Measure: A Decision-Theoretic Foundation for VaR and C-VaR European Journal of Operational Research 207 2010 927 935
    • (2010) European Journal of Operational Research , vol.207 , pp. 927-935
    • Ma, C.1    Wong, W.K.2
  • 37
    • 84988099603 scopus 로고
    • On using the jackknife to estimate quantile variance
    • M.A. Martin On using the jackknife to estimate quantile variance Canadian Journal of Statistics 18 2 1990 149 153
    • (1990) Canadian Journal of Statistics , vol.18 , Issue.2 , pp. 149-153
    • Martin, M.A.1
  • 38
    • 85172036484 scopus 로고    scopus 로고
    • A sequential method for the evaluation of the VaR model based on the run between exceedances
    • L. Mihailescu A sequential method for the evaluation of the VaR model based on the run between exceedances Allgemeines Statistisches Archiv 88 2004 51 72
    • (2004) Allgemeines Statistisches Archiv , vol.88 , pp. 51-72
    • Mihailescu, L.1
  • 39
    • 0015971972 scopus 로고
    • The jackknife - A review
    • R.G. Miller The jackknife - a review Biometrika 61 1974 1 15
    • (1974) Biometrika , vol.61 , pp. 1-15
    • Miller, R.G.1
  • 40
    • 0037593435 scopus 로고    scopus 로고
    • Modified moment estimation for the two-parameter Birnbaum-Saunders distribution
    • DOI 10.1016/S0167-9473(02)00254-2, PII S0167947302002542
    • H.K.T. Ng, D. Kundu, and N. Balakrishnan Modified moment estimation for the two-parameter Birnbaum-Saunders distribution Computational Statistics and Data Analysis 43 3 2003 283 298 (Pubitemid 36845032)
    • (2003) Computational Statistics and Data Analysis , vol.43 , Issue.3 , pp. 283-298
    • Ng, H.K.T.1    Kundu, D.2    Balakrishnan, N.3
  • 41
    • 36049034002 scopus 로고    scopus 로고
    • Bootstrap method approach in designing multi-attribute control charts
    • DOI 10.1007/s00170-006-0728-7
    • S.T.A. Niaki, and B. Abbasi Bootstrap method approach in designing multi-attributes control charts International Journal of Advanced Manufacturing Technology 35 5-6 2007 434 442 (Pubitemid 350098190)
    • (2007) International Journal of Advanced Manufacturing Technology , vol.35 , Issue.5-6 , pp. 434-442
    • Niaki, S.T.A.1    Abbasi, B.2
  • 45
    • 80053602430 scopus 로고    scopus 로고
    • Analytic loss distributional approach model for operational risk from the alpha-stable doubly stochastic compound processes and implications for capital allocation
    • G.W. Peters, P.V. Shevchenko, M. Young, and W. Yip Analytic loss distributional approach model for operational risk from the alpha-stable doubly stochastic compound processes and implications for capital allocation Insurance: Mathematics and Economics 49 2011 565 579
    • (2011) Insurance: Mathematics and Economics , vol.49 , pp. 565-579
    • Peters, G.W.1    Shevchenko, P.V.2    Young, M.3    Yip, W.4
  • 49
    • 84862811225 scopus 로고    scopus 로고
    • A scoring model to detect abusive billing patterns in health insurance claims original
    • H. Shin, H. Park, J. Lee, and W.C. Jhee A scoring model to detect abusive billing patterns in health insurance claims original Expert Systems with Applications 39 8 2012 7441 7450
    • (2012) Expert Systems with Applications , vol.39 , Issue.8 , pp. 7441-7450
    • Shin, H.1    Park, H.2    Lee, J.3    Jhee, W.C.4
  • 51
    • 85172042375 scopus 로고    scopus 로고
    • A new confidence interval method for the estimation of quantiles
    • St. Petersburg, Russia
    • Strelen, J. Ch. (2005). A new confidence interval method for the estimation of quantiles. In Proceedings of the fifth St. Petersburg workshop on simulation, St. Petersburg, Russia (pp. 677-682).
    • (2005) Proceedings of the Fifth St. Petersburg Workshop on Simulation , pp. 677-682
    • Strelen, J.Ch.1
  • 52
    • 77955307968 scopus 로고    scopus 로고
    • Asymptotic representations for importance-sampling estimators of value-at-risk and conditional value-at-risk
    • L. Sun, and L.J. Hong Asymptotic representations for importance-sampling estimators of value-at-risk and conditional value-at-risk Operations Research Letters 38 4 2010 246 251
    • (2010) Operations Research Letters , vol.38 , Issue.4 , pp. 246-251
    • Sun, L.1    Hong, L.J.2
  • 53
    • 84859211884 scopus 로고    scopus 로고
    • Selecting prospects for cross-selling financial products using multivariate credibility
    • F. Thuring, J.P. Nielsen, M. Guillén, and C. Bolancé Selecting prospects for cross-selling financial products using multivariate credibility Expert Systems with Applications 39 10 2012 8809 8816
    • (2012) Expert Systems with Applications , vol.39 , Issue.10 , pp. 8809-8816
    • Thuring, F.1    Nielsen, J.P.2    Guillén, M.3    Bolancé, C.4
  • 54
    • 29144494080 scopus 로고    scopus 로고
    • Optimal insurance design under a value-at-risk framework
    • DOI 10.1007/s10713-005-4677-0
    • C.-P. Wang, D. Shyu, and H.-H. Huang Optimal insurance design under a value-at-risk framework Geneva Risk and Insurance Review 30 2 2005 161 179 (Pubitemid 41813666)
    • (2005) GENEVA Risk and Insurance Review , vol.30 , Issue.2 , pp. 161-179
    • Wang, C.-P.1    Shyu, D.2    Huang, H.-H.3
  • 56
    • 5444263746 scopus 로고    scopus 로고
    • Value at risk methodology under soft conditions approach (fuzzy-stochastic approach)
    • Z. Zmeskal Value at risk methodology under soft conditions approach (fuzzy-stochastic approach) European Journal of Operational Research 161 2 2005 337 347
    • (2005) European Journal of Operational Research , vol.161 , Issue.2 , pp. 337-347
    • Zmeskal, Z.1


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