Log-Laplace Nuggets for Fully Bayesian Fitting of Spatial Extremes Models to Threshold Exceedances
Fuente:
arXiv
Saved in:
| Main Authors: | Shi, Muyang, Zhang, Likun, Shaby, Benjamin A. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Spatial scale-aware tail dependence modeling for high-dimensional spatial extremes
by: Shi, Muyang, et al.
Published: (2024)
by: Shi, Muyang, et al.
Published: (2024)
Modeling Extremal Streamflow using Deep Learning Approximations and a Flexible Spatial Process
by: Majumder, Reetam, et al.
Published: (2022)
by: Majumder, Reetam, et al.
Published: (2022)
Threshold Exceedance Estimation in Spatially Correlated Areal Data Using Maxima-Nominated Sampling
by: Jozani, Mohammad Jafari
Published: (2026)
by: Jozani, Mohammad Jafari
Published: (2026)
GPDFlow: Generative Multivariate Threshold Exceedance Modeling via Normalizing Flows
by: Hu, Chenglei, et al.
Published: (2025)
by: Hu, Chenglei, et al.
Published: (2025)
Exceedance and force of centrality for functional data
by: Kundu, Poorbita, et al.
Published: (2025)
by: Kundu, Poorbita, et al.
Published: (2025)
Modeling Spatio-temporal Extremes via Conditional Variational Autoencoders
by: Ma, Xiaoyu, et al.
Published: (2025)
by: Ma, Xiaoyu, et al.
Published: (2025)
Semiparametric Estimation of the Shape of the Limiting Bivariate Point Cloud
by: Majumder, Reetam, et al.
Published: (2023)
by: Majumder, Reetam, et al.
Published: (2023)
Incorporating Correlated Nugget Effects in Multivariate Spatial Models: An Application to Argo Ocean Data
by: Saduakhas, Damilya, et al.
Published: (2025)
by: Saduakhas, Damilya, et al.
Published: (2025)
Spatial Extremes at Scale: A Case Study of Surface Skin Temperature and Heat Risk in the United States
by: Lee, Ben Seiyon, et al.
Published: (2026)
by: Lee, Ben Seiyon, et al.
Published: (2026)
Bayesian Inference of Spatially Varying Correlations via the Thresholded Correlation Gaussian Process
by: Li, Moyan, et al.
Published: (2024)
by: Li, Moyan, et al.
Published: (2024)
Bayesian Hierarchical Copula Models with a Dirichlet-Laplace Prior
by: Onorati, Paolo, et al.
Published: (2022)
by: Onorati, Paolo, et al.
Published: (2022)
Bayesian Mixture Models for Heterogeneous Extremes
by: Carcaiso, Viviana, et al.
Published: (2025)
by: Carcaiso, Viviana, et al.
Published: (2025)
Projected Bayesian Spatial Factor Models
by: Zhang, Lu
Published: (2025)
by: Zhang, Lu
Published: (2025)
A Dimension-Reduced Multivariate Spatial Model for Extreme Events: Balancing Flexibility and Scalability
by: MacDonald, Remy, et al.
Published: (2025)
by: MacDonald, Remy, et al.
Published: (2025)
Pseudo-Bayesian Optimal Designs for Fitting Fractional Polynomial Response Surface Models
by: Trinca, Luzia A., et al.
Published: (2025)
by: Trinca, Luzia A., et al.
Published: (2025)
Approximate Bayesian Inference for Structural Equation Models using Integrated Nested Laplace Approximations
by: Jamil, Haziq, et al.
Published: (2026)
by: Jamil, Haziq, et al.
Published: (2026)
Variational Inference for Fully Bayesian Hierarchical Linear Models
by: Parra-Aldana, Cristian, et al.
Published: (2025)
by: Parra-Aldana, Cristian, et al.
Published: (2025)
Goodness of Fit for Bayesian Generative Models with Applications in Population Genetics
by: Mailloux, Guillaume Le, et al.
Published: (2025)
by: Mailloux, Guillaume Le, et al.
Published: (2025)
Amortized Bayesian Inference for Spatio-Temporal Extremes: A Copula Factor Model with Autoregression
by: Pasquier, Carlos A., et al.
Published: (2025)
by: Pasquier, Carlos A., et al.
Published: (2025)
Efficient Modeling of Spatial Extremes over Large Geographical Domains
by: Hazra, Arnab, et al.
Published: (2021)
by: Hazra, Arnab, et al.
Published: (2021)
A Unified Bayesian Nonparametric Framework for Ordinal, Survival, and Density Regression Using the Complementary Log-Log Link
by: Alam, Entejar, et al.
Published: (2025)
by: Alam, Entejar, et al.
Published: (2025)
Bayesian models for missing and misclassified variables using integrated nested Laplace approximations
by: Skarstein, Emma, et al.
Published: (2024)
by: Skarstein, Emma, et al.
Published: (2024)
Covariance-Driven Regression Trees: Reducing Overfitting in CART
by: Zhang, Likun, et al.
Published: (2026)
by: Zhang, Likun, et al.
Published: (2026)
Interaction tests with covariate-adaptive randomization
by: Zhang, Likun, et al.
Published: (2023)
by: Zhang, Likun, et al.
Published: (2023)
Fast and Scalable Inference for Spatial Extreme Value Models
by: Chen, Meixi, et al.
Published: (2021)
by: Chen, Meixi, et al.
Published: (2021)
A Bayesian Geoadditive Model for Spatial Disaggregation
by: Rutten, Sara, et al.
Published: (2025)
by: Rutten, Sara, et al.
Published: (2025)
Spatial-Temporal Extreme Modeling for Point-to-Area Random Effects (PARE)
by: Fagnant, Carlynn, et al.
Published: (2023)
by: Fagnant, Carlynn, et al.
Published: (2023)
Modeling high and low extremes with a novel dynamic spatio-temporal model
by: Yoo, Myungsoo, et al.
Published: (2025)
by: Yoo, Myungsoo, et al.
Published: (2025)
Laplace approximation for Bayesian variable selection via Le Cam's one-step procedure
by: Hou, Tianrui, et al.
Published: (2024)
by: Hou, Tianrui, et al.
Published: (2024)
A Scalable Variational Bayes Approach to Fit High-dimensional Spatial Generalized Linear Mixed Models
by: Lee, Jin Hyung, et al.
Published: (2024)
by: Lee, Jin Hyung, et al.
Published: (2024)
Laplace Variational Inference for Bayesian Envelope Models
by: Kim, Seunghyeon, et al.
Published: (2026)
by: Kim, Seunghyeon, et al.
Published: (2026)
High-dimensional Bayesian Model for Disease-Specific Gene Detection in Spatial Transcriptomics
by: Zhao, Qicheng, et al.
Published: (2024)
by: Zhao, Qicheng, et al.
Published: (2024)
A General Approach to Relaxing Unconfoundedness
by: Masten, Matthew A., et al.
Published: (2025)
by: Masten, Matthew A., et al.
Published: (2025)
Bayesian Modelling of Nonstationary Extreme Values Using a Nonparametric Hawkes Process
by: Ross, Gordon J., et al.
Published: (2026)
by: Ross, Gordon J., et al.
Published: (2026)
Two-way Matrix Autoregressive Model with Thresholds
by: Yu, Cheng, et al.
Published: (2024)
by: Yu, Cheng, et al.
Published: (2024)
Mixtures of multivariate linear asymmetric Laplace regressions with multiple asymmetric Laplace covariates
by: Otto, Arnoldus F., et al.
Published: (2025)
by: Otto, Arnoldus F., et al.
Published: (2025)
Bayesian Hierarchical Modelling of Noisy Gamma Processes: Model Formulation, Identifiability, Model Fitting, and Extensions to Unit-to-Unit Variability
by: Leadbetter, Ryan, et al.
Published: (2024)
by: Leadbetter, Ryan, et al.
Published: (2024)
Data Nuggets: A Method for Reducing Big Data While Preserving Data Structure
by: Beavers, Traymon E., et al.
Published: (2024)
by: Beavers, Traymon E., et al.
Published: (2024)
Causal Inference under Threshold Manipulation: Bayesian Mixture Modeling and Heterogeneous Treatment Effects
by: Kubota, Kohsuke, et al.
Published: (2025)
by: Kubota, Kohsuke, et al.
Published: (2025)
On Asymptotic Outlier Rejection in Bayesian Mixed Poisson Regression Models Under Extreme Target and Covariate Values
by: Pia, Ilaria, et al.
Published: (2026)
by: Pia, Ilaria, et al.
Published: (2026)
Similar Items
-
Spatial scale-aware tail dependence modeling for high-dimensional spatial extremes
by: Shi, Muyang, et al.
Published: (2024) -
Modeling Extremal Streamflow using Deep Learning Approximations and a Flexible Spatial Process
by: Majumder, Reetam, et al.
Published: (2022) -
Threshold Exceedance Estimation in Spatially Correlated Areal Data Using Maxima-Nominated Sampling
by: Jozani, Mohammad Jafari
Published: (2026) -
GPDFlow: Generative Multivariate Threshold Exceedance Modeling via Normalizing Flows
by: Hu, Chenglei, et al.
Published: (2025) -
Exceedance and force of centrality for functional data
by: Kundu, Poorbita, et al.
Published: (2025)