Extreme value modelling of water-related insurance claims

No abstract is available for this paper.

• Publication year

  2018

• Venue

  The Annals of Applied Statistics

• Publication date

  2018-03-01

• Fields of study

  Mathematics, Computer Science, Environmental Science

• Identifiers
  DOI 10.1214/17-AOAS1081
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Bernstein polynomial angular densities of multivariate extreme value distributions

  2017cited by this paper
• Modelling of extremes

  2016cited by this paper
• Data Mining to Investigate the Meteorological Drivers for Extreme Ground Level Ozone Events

  2015cited by this paper
• Spectral Density Ratio Models for Multivariate Extremes

  2014cited by this paper
• Bayesian Risk Analysis

  2014cited by this paper
• Discrete Pareto Distributions

  2014cited by this paper
• Modelling road accident blackspots data with the discrete generalized Pareto distribution.

  2013cited by this paper
• A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims

  2013influential reference
• CFD simulation and validation of wind-driven rain on a building facade with an Eulerian multiphase model

  2013cited by this paper
• Discretization of distributions in the maximum domain of attraction

  2012cited by this paper
• Climate of the United Kingdom

  2012cited by this paper
• Risk attitudes to low-probability climate change risks: WTP for flood insurance

  2012cited by this paper
• A flexible extreme value mixture model

  2011cited by this paper
• Future building water loss projections posed by climate change

  2011influential reference
• A hybrid Pareto model for asymmetric fat-tailed data: the univariate case

  2009cited by this paper
• Modelling non‐stationary extremes with application to surface level ozone

  2009cited by this paper
• Maximum Empirical Likelihood Estimation of the Spectral Measure of an Extreme Value Distribution

  2008cited by this paper
• Hierarchical Insurance Claims Modeling

  2008cited by this paper
• Insurance Against Climate Change and Flooding in the Netherlands: Present, Future, and Comparison with Other Countries

  2008cited by this paper
• The climate of the United Kingdom and recent trends

  2007cited by this paper
• A mixture model for multivariate extremes

  2007cited by this paper
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  2007cited by this paper
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  2006cited by this paper
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  2005cited by this paper
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  2005cited by this paper
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  2004cited by this paper
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  2003cited by this paper
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  2003cited by this paper
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  2003cited by this paper
• A Dynamic Mixture Model for Unsupervised Tail Estimation without Threshold Selection

  2002cited by this paper
• Bayesian measures of model complexity and fit

  2002cited by this paper
• An Introduction to Statistical Modeling of Extreme Values

  2001influential reference
• Bayesian Risk Analysis

  2000cited by this paper
• An Introduction to Copulas

  2000cited by this paper
• Dependence Measures for Extreme Value Analyses

  1999cited by this paper
• Application of the generalized Pareto distribution to extreme value analysis in wind engineering

  1999cited by this paper
• Loss Models: From Data to Decisions

  1998cited by this paper
• General methods for monitoring convergence of iterative simulations

  1998cited by this paper
• An Introduction to Copulas

  1998cited by this paper
• Estimating the spectral measure of an extreme value distribution

  1997cited by this paper
• Maxima of Poisson-like variables and related triangular arrays

  1997cited by this paper
• Statistics for near independence in multivariate extreme values

  1996cited by this paper
• Modelling extremes of the areal rainfall process.

  1996cited by this paper
• Bayesian image restoration, with two applications in spatial statistics

  1991cited by this paper
• Modelling Extreme Multivariate Events

  1991cited by this paper
• Models for exceedances over high thresholds

  1990cited by this paper
• Extreme Values, Regular Variation, and Point Processes

  1987cited by this paper
• Diagnostic checks of non‐standard time series models

  1985cited by this paper
• Local limit theorems for the maxima of discrete random variables

  1980cited by this paper
• Estimating the Dimension of a Model

  1978influential reference
• Spatial Interaction and the Statistical Analysis of Lattice Systems

  1974cited by this paper
• The two-dimensional Poisson process and extremal processes

  1971cited by this paper
• Extreme value theory for a class of discrete distributions with applications to some stochastic processes

  1970cited by this paper

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• Editorial: EVA (2023) conference data challenge

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• Assessing the dependence between extreme rainfall and extreme insurance claims: A bivariate peak over threshold method

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• A Novel Class of Extreme Value Distributions Derived from the KM Transformation of the Generalized Extreme Value Distribution

  2025cites this paper
• Modern extreme value statistics for Utopian extremes. EVA (2023) Conference Data Challenge: Team Yalla

  2023influential citation
• Estimation of the Tail Index of Pareto-Type Distributions Using Regularisation

  2022cites this paper
• CLASSIFICATION OF CLIMATE-RELATED INSURANCE CLAIMS USING GRADIENT BOOSTING

  2022cites this paper
• A reduced-bias weighted least squares estimation of the extreme value index

  2021cites this paper
• Inference for extreme earthquake magnitudes accounting for a time-varying measurement process

  2021cites this paper
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  2020cites this paper
• Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models

  2020cites this paper
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  2020cites this paper
• A spatial Poisson hurdle model with application to wildfires

  2020cites this paper
• Degree distributions in networks: Beyond the power law

  2020cites this paper
• Prediction of Extremal Expectile Based on Regression Models With Heteroscedastic Extremes

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