Bayesian Spatial Modeling of Extreme Precipitation Return Levels
From MaRDI portal
Publication:3632553
DOI10.1198/016214506000000780zbMath1469.62389OpenAlexW2071769383WikidataQ116753164 ScholiaQ116753164MaRDI QIDQ3632553
Philippe Naveau, Daniel Cooley, Douglas W. Nychka
Publication date: 12 June 2009
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1198/016214506000000780
Related Items
Investigating precipitation extremes in South Carolina with focus on the state's October 2015 precipitation event, Detecting breaks in the dependence of multivariate extreme-value distributions, Geoadditive modeling for extreme rainfall data, Optimal estimation for the Pareto distribution, Non-stationary dependence structures for spatial extremes, Bayesian Spatial Clustering of Extremal Behavior for Hydrological Variables, Modeling Nonstationary Extreme Dependence With Stationary Max-Stable Processes and Multidimensional Scaling, Flexible and Fast Spatial Return Level Estimation Via a Spatially Fused Penalty, A Bayesian hierarchical model for spatial extremes with multiple durations, Gaussian random fields: with and without covariances, Geostatistics of extremes, Interpolation of daily rainfall data using censored Bayesian spatially varying model, Return level bounds for discrete and continuous random variables, Spatial extreme value analysis to project extremes of large‐scale indicators for severe weather, Assessing exceedance of ozone standards: a space‐time downscaler for fourth highest ozone concentrations, Analysis of wildfires and their extremes via spatial quantile autoregressive model, Bayesian hierarchical modeling of extreme hourly precipitation in Norway, Computationally efficient spatial modeling of annual maximum 24‐h precipitation on a fine grid, Regional extreme value index estimation and a test of tail homogeneity, Simulating flood event sets using extremal principal components, Bayesian prediction of monthly precipitation on a fine grid using covariates based on a regional meteorological model, Spatial modelling framework for the characterisation of rainfall extremes at different durations and under climate change, Modeling the spatial behavior of the meteorological drivers' effects on extreme ozone, Nonparametric spatial models for extremes: application to extreme temperature data, A software review for extreme value analysis, Local Likelihood Estimation of Complex Tail Dependence Structures, Applied to U.S. Precipitation Extremes, Projecting flood-inducing precipitation with a Bayesian analogue model, Extreme value and cluster analysis of European daily temperature series, Spatial modeling of extreme rainfall in northeast Thailand, Hierarchical Space-Time Modeling of Asymptotically Independent Exceedances With an Application to Precipitation Data, Asymptotic models and inference for extremes of spatio-temporal data, LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models, Spatial modeling of extreme snow depth, Modeling extreme values of processes observed at irregular time steps: application to significant wave height, A spatio-temporal dynamic regression model for extreme wind speeds, Geostatistics of dependent and asymptotically independent extremes, Conditional sampling for spectrally discrete max-stable random fields, Multivariate autoregressive extreme value process and its application for modeling the time series properties of the extreme daily asset prices, Spatio-temporal modelling of extreme storms, A hierarchical model for the analysis of spatial rainfall extremes, Continuous spatial process models for spatial extreme values, Spatial hierarchical modeling of precipitation extremes from a regional climate model, Synoptic airflow and UK daily precipitation extremes: development and validation of a vector generalized linear model, Conditional extremes from heavy-tailed distributions: an application to the estimation of extreme rainfall return levels, A comparison study of extreme precipitation from six different regional climate models via spatial hierarchical modeling, A hierarchical max-stable spatial model for extreme precipitation, Improved return level estimation via a weighted likelihood, latent spatial extremes model, A spliced gamma-generalized Pareto model for short-term extreme wind speed probabilistic forecasting, A default Bayesian approach for regression on extremes, A spatio-temporal model for Red Sea surface temperature anomalies, Assessing the risk of disruption of wind turbine operations in Saudi Arabia using Bayesian spatial extremes, Penalized quasi-maximum likelihood estimation for extreme value models with application to flood frequency analysis, A Bayesian spatio-temporal model for precipitation extremes -- STOR team contribution to the EVA2017 challenge, INLA goes extreme: Bayesian tail regression for the estimation of high spatio-temporal quantiles, Statistical modeling of spatial extremes, An adaptive spatial model for precipitation data from multiple satellites over large regions, Generalized Additive Models for Exceedances of High Thresholds With an Application to Return Level Estimation for U.S. Wind Gusts, Multivariate modelling of spatial extremes based on copulas, Cluster Analysis of Time Series via Kendall Distribution, Gram-Charlier-like expansions of the convoluted hyperbolic-secant density, CAN A REGIONAL CLIMATE MODEL REPRODUCE OBSERVED EXTREME TEMPERATURES, Modelling the evolution of a random set utilizing covariate information with applications to nowcasting, Max-and-smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models, Exceedance probability of the integral of a stochastic process, A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration, Extreme value analysis of multivariate high-frequency wind speed data, Extremes and regular variation, Modelling the clustering of extreme events for short-term risk assessment, Probabilities of Concurrent Extremes, Probabilistic reanalysis of storm surge extremes in Europe, Toward Optimal Fingerprinting in Detection and Attribution of Changes in Climate Extremes, A Hierarchical Max-Infinitely Divisible Spatial Model for Extreme Precipitation, Interpolation of precipitation extremes on a large domain toward IDF curve construction at unmonitored locations, Modelling sub-daily precipitation extremes with the blended generalised extreme value distribution, A two-step approach to model precipitation extremes in California based on max-stable and marginal point processes, A flexible dependence model for spatial extremes