Multivariate generalized Pareto distributions
From MaRDI portal
Publication:882888
DOI10.3150/bj/1161614952zbMath1134.62028OpenAlexW2119956141WikidataQ56091809 ScholiaQ56091809MaRDI QIDQ882888
Publication date: 24 May 2007
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.3150/bj/1161614952
non-homogeneous Poisson processmultivariate extreme value theorypeaks-over-threshold methodmultivariate Pareto distribution
Characterization and structure theory for multivariate probability distributions; copulas (62H05) Statistics of extreme values; tail inference (62G32)
Related Items
Modeling spatial extremes using normal mean-variance mixtures, Foreign-currency interest-rate swaps in asset-liability management for insurers, Asymmetric tail dependence modeling, with application to cryptocurrency market data, Local asymptotic normality in a stationary model for spatial extremes, On max-stable processes and the functional \(D\)-norm, Estimating a bivariate tail: a copula based approach, A note on tail dependence regression, Correlations in bivariate Pareto distributions, Choice of Copulas in Explaining Stock Market Contagion, Estimation of spatial max-stable models using threshold exceedances, Spatial extreme value analysis to project extremes of large‐scale indicators for severe weather, Analysis of wildfires and their extremes via spatial quantile autoregressive model, Approximating the conditional density given large observed values via a multivariate extremes framework, with application to environmental data, Testing for a multivariate generalized Pareto distribution, Total positivity in multivariate extremes, Joint stochastic simulation of extreme coastal and offshore significant wave heights, A modeler's guide to extreme value software, A multiobjective optimization approach for threshold determination in extreme value analysis for financial time series, A multivariate piecing-together approach with an application to operational loss data, Extremes of Markov random fields on block graphs: max-stable limits and structured Hüsler-Reiss distributions, Likelihood Inference for Multivariate Extreme Value Distributions Whose Spectral Vectors have known Conditional Distributions, Coupon collector's problem and generalized Pareto distributions, Unnamed Item, A software review for extreme value analysis, Testing for a generalized Pareto process, Some notes on extremal discriminant analysis, Tail density estimation for exploratory data analysis using kernel methods, Predictive compound risk models with dependence, Self-consistent estimation of conditional multivariate extreme value distributions, Extreme values identification in regression using a peaks-over-threshold approach, The generalized Pareto process; with a view towards application and simulation, Inference on extremal dependence in the domain of attraction of a structured Hüsler-Reiss distribution motivated by a Markov tree with latent variables, Estimation of the angular density in bivariate generalized Pareto models, Multivariate generalized Pareto distributions: parametrizations, representations, and properties, Multivariate peaks over thresholds models, Orthant tail dependence of multivariate extreme value distributions, Statistical Inference for Max-Stable Processes by Conditioning on Extreme Events, Peaks-over-threshold stability of multivariate generalized Pareto distributions, Generalized Pareto copulas: a key to multivariate extremes, Simple models for multivariate regular variation and the Hüsler-Reiß Pareto distribution, Extremal dependence of random scale constructions, Modeling multivariate extreme events using self-exciting point processes, Simulation of certain multivariate generalized Pareto distributions, Climate extreme event attribution using multivariate peaks-over-thresholds modeling and counterfactual theory, Expansions of multivariate Pickands densities and testing the tail dependence, Univariate and bivariate GPD methods for predicting extreme wind storm losses, A study of bivariate generalized Pareto distribution and its dependence structure among model parameters, A horse race between the block maxima method and the peak-over-threshold approach, Extremes and regular variation, A two-step approach to model precipitation extremes in California based on max-stable and marginal point processes, Max-stable processes and the functional \(D\)-norm revisited, Extremes on river networks, Likelihood estimators for multivariate extremes
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Extremes and related properties of random sequences and processes
- Estimating tails of probability distributions
- Residual life time at great age
- Statistical inference using extreme order statistics
- On the distribution of Pickands coordinates in bivariate EV and GP models
- Efficient estimators and LAN in canonical bivariate POT models.
- A characterization of the rate of convergence in bivariate extreme value models
- Efficient estimation of the canonical dependence function
- Statistics of Multivariate Extremes
- Modelling multivariate extreme value distributions
- Bivariate extreme value theory: Models and estimation
- Statistics for near independence in multivariate extreme values
- Markov chain models for threshold exceedances
- Statistics of Extremes
- Estimation of canonical dependence parameters in a class of bivariate peaks-over-threshold models
- An introduction to statistical modeling of extreme values