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Severity modeling of extreme insurance claims for tariffication
14 references·0 citing·46 second hop
Severity modeling of extreme insurance claims for tariffication (2019)Severity modeling of extreme insurance cl…Peaks Over Thresholds Modeling With Multivariate Generalized Pareto Distributions (2018)Peaks Over Thresholds Modelin…Multivariate peaks over thresholds models (2017)Multivariate peaks over thres…Modelling censored losses using splicing: A global fit strategy with mixed Erlang and extreme value distributions (2017)Modelling censored losses usi…Big Data: Progress in Automating Extreme Risk Analysis (2017)Big Data: Progress in Automat…Generalized linear models for dependent frequency and severity of insurance claims (2016)Generalized linear models for…Dependent frequency–severity modeling of insurance claims (2015)Dependent frequency–severity …Modeling insurance claims via a mixture exponential model combined with peaks-over-threshold approach (2012)Modeling insurance claims via…Extreme market risk and extreme value theory (2012)Extreme market risk and extre…Non-Life Insurance Pricing with Generalized Linear Models (2010)Non-Life Insurance Pricing wi…Modeling and Evaluating Insurance Losses Via Mixtures of Erlang Distributions (2010)Modeling and Evaluating Insur…On the Class of Erlang Mixtures with Risk Theoretic Applications (2007)On the Class of Erlang Mixtur…Extreme Value Theory as a Risk Management Tool (1999)Extreme Value Theory as a Ris…Estimating the Tails of Loss Severity Distributions Using Extreme Value Theory (1997)Estimating the Tails of Loss …Modelling of extremal events in insurance and finance (1994)Modelling of extremal events …Fitting Tweedie's Compound Poisson Model to Insurance Claims Data: Dispersion Modelling (2002)Pair-copula constructions of multiple dependence (2007)Generalized Linear Models for Insurance Data (2008)Semi-autonomous vehicle motor insurance: A Bayesian Network risk transfer approach (2017)A dependent frequency–severity approach to modeling longitudinal insurance claims (2019)Modeling Malicious Hacking Data Breach Risks (2020)The Variation of Certain Speculative Prices (1963)The Behavior of Stock-Market Prices (1965)Conditional value-at-risk for general loss distributions (2002)Correlation and Dependence in Risk Management: Properties and Pitfalls (2002)Brownian Motion and Stochastic Calculus (2007)Top Incomes in the Long Run of History (2011)Simulation Modeling and Analysis. (1983)Empirical Model Building and Response Surfaces (1988)Loss Models: From Data to Decisions (1999)A new class of models for heavy tailed distributions in finance and insurance risk (2012)Modeling loss data using mixtures of distributions (2016)On generalized log-Moyal distribution: A new heavy tailed size distribution (2018)Lundberg Approximations for Compound Distributions with Insurance Applications (2001)Insurance: Mathematics and Economics (2004)The Time Value of Ruin in a Sparre Andersen Model (2005)On the ruin time distribution for a Sparre Andersen process with exponential claim sizes (2008)An Insurance Risk Model with Parisian Implementation Delays (2013)Modelling Extremal Events (1997)Estimation of tail-related risk measures for heteroscedastic financial time series: an extreme value approach (2000)Portfolio optimization with conditional value-at-risk objective and constraints (2001)Extreme value theory and Value-at-Risk: Relative performance in emerging markets (2004)Extreme Value Theory (2006)Models for Exceedances Over High Thresholds (1990)Fitting Tweedie's compound poisson model to insurance claims data (1994)Multivariate Frequency-Severity Regression Models in Insurance (2016)A new correlation coefficient between categorical, ordinal and interval variables with Pearson characteristics (2020)Boosting Insights in Insurance Tariff Plans with Tree-Based Machine Learning Methods (2020)Extreme Values, Regular Variation and Point Processes (1987)An Introduction to Statistical Modeling of Extreme Values (2001)Quantitative Risk Management: Concepts, Techniques, and Tools (2005)Multivariate generalized Pareto distributions: Parametrizations, representations, and properties (2017)Extremal dependence of random scale constructions (2019)Functional Peaks-Over-Threshold Analysis (2022)Statistical Modeling of Spatial Extremes (2012)On spatial conditional extremes for ocean storm severity (2019)Asymmetric tail dependence modeling, with application to cryptocurrency market data (2022)Linking representations for multivariate extremes via a limit set (2022)Scandinavian Actuarial Journal (2008)Of Disasters and Dragon Kings: A Statistical Analysis of Nuclear Power Incidents and Accidents (2016)The extreme risk of personal data breaches and the erosion of privacy (2016)
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References

  • 1994Modelling of extremal events in insurance and finance3,574 cited
  • 1997Estimating the Tails of Loss Severity Distributions Using Extreme Value Theory543 cited
  • 1999Extreme Value Theory as a Risk Management Tool474 cited
  • 2010Non-Life Insurance Pricing with Generalized Linear Models260 cited
  • 2016Generalized linear models for dependent frequency and severity of insurance claims131 cited
  • 2010Modeling and Evaluating Insurance Losses Via Mixtures of Erlang Distributions129 cited
  • 2007On the Class of Erlang Mixtures with Risk Theoretic Applications102 cited
  • 2015Dependent frequency–severity modeling of insurance claims89 cited
  • 2018Peaks Over Thresholds Modeling With Multivariate Generalized Pareto Distributions77 cited
  • 2017Multivariate peaks over thresholds models63 cited
  • 2017Modelling censored losses using splicing: A global fit strategy with mixed Erlang and extreme value distributions62 cited
  • 2012Extreme market risk and extreme value theory57 cited
  • 2012Modeling insurance claims via a mixture exponential model combined with peaks-over-threshold approach39 cited
  • 2017Big Data: Progress in Automating Extreme Risk Analysis8 cited

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