Cover Image

Bayesian copula-based spatial random effects models for inference with complex spatial data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pearse, Alan, Gunawan, David, Cressie, Noel
Format:	Preprint
Published:	2025
Subjects:	Methodology Computation 62H05, 62H11, 62M30
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A class of skew-multivariate distributions for spatial data
by: Krupskii, Pavel
Published: (2026)

Eliciting core spatial association from spatial time series: a random matrix approach
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2026)

On the spherical Laplace distribution
by: You, Kisung, et al.
Published: (2022)

Bayesian joint quantile autoregression
by: Castillo-Mateo, Jorge, et al.
Published: (2023)

Causal inference with ordinal outcomes: copula-based identification, estimation and sensitivity analysis
by: He, Peiyu, et al.
Published: (2026)

Spatio-temporal patterns of diurnal temperature: a random matrix approach I-case of India
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2024)

Geometric modelling of spatial extremes
by: Kakampakou, Lydia, et al.
Published: (2025)

Regularized estimation of Monge-Kantorovich quantiles for spherical data
by: Bercu, Bernard, et al.
Published: (2024)

Finite mixture representations of zero-and-$N$-inflated distributions for count-compositional data
by: Menezes, André F. B., et al.
Published: (2025)

Analyzing directional errors in spatial orientation using nonparametric circular regression with mixed covariates
by: Francisco-Fernández, Mario, et al.
Published: (2026)

Semiparametric copula-based quantile regression for semicontinuous outcomes with application to healthcare data
by: Lyu, Guanjie, et al.
Published: (2026)

Clustering Multivariate Time Series using Energy Distance
by: Davis, Richard A., et al.
Published: (2023)

Bayesian multivariate models for bounded directional data
by: Montesinos-Vazquez, Joel, et al.
Published: (2025)

Power-divergence copulas: A new class of Archimedean copulas, with an insurance application
by: Pearse, Alan R., et al.
Published: (2025)

Linear Discriminant Analysis with High-dimensional Mixed Variables
by: Jiang, Binyan, et al.
Published: (2021)

The trivariate wrapped Cauchy copula
by: Kato, Shogo, et al.
Published: (2024)

An interpretable family of projected normal distributions and a related copula model for Bayesian analysis of hypertoroidal data
by: Kato, Shogo, et al.
Published: (2025)

Multivariate Low-Rank State-Space Model with SPDE Approach for High-Dimensional Data
by: Rodeschini, Jacopo, et al.
Published: (2025)

A Finite Mixture Failure-rate based Heterogeneous Step-stress Accelerated Life Testing (h-SSALT) Model
by: Palit, Pranoy, et al.
Published: (2026)

An Extension of the d-Variate FGM Copula with Application
by: Hamadou, Mous-Abou, et al.
Published: (2025)

Modelling toroidal and cylindrical data via the trivariate wrapped Cauchy copula with non-uniform marginals
by: Loizidou, Sophia, et al.
Published: (2025)

An Empirical Comparison of Methods for Quantifying the Similarity of Categorical Datasets
by: Stolte, Marieke, et al.
Published: (2026)

An Empirical Comparison of Methods for Quantifying the Similarity of Numeric Datasets
by: Stolte, Marieke, et al.
Published: (2026)

Extending finite mixture models with skew-normal distributions and hidden Markov models for time series
by: Nigri, Andrea, et al.
Published: (2025)

Fuzzy Jump Models for Soft and Hard Clustering of Multivariate Time Series Data
by: Cortese, Federico P., et al.
Published: (2025)

Bayesian Cluster Weighted Gaussian Models
by: Papastamoulis, Panagiotis, et al.
Published: (2024)

Scale Invariant Correspondence Analysis
by: Choulakian, Vartan
Published: (2023)

Methods for Quantifying Dataset Similarity: a Review, Taxonomy and Comparison
by: Stolte, Marieke, et al.
Published: (2023)

A comparison between initialization strategies for the infinite hidden Markov model
by: Cortese, Federico P., et al.
Published: (2025)

Scalable Bayesian inference for high-dimensional mixed-type multivariate spatial data
by: Mukherjee, Arghya, et al.
Published: (2025)

A family of toroidal diffusions with exact likelihood inference
by: García-Portugués, Eduardo, et al.
Published: (2024)

Reliability estimation in dependent stress-strength model with Clayton copula and modified Weibull margins
by: Kızılaslan, Fatih
Published: (2026)

A new multivariate Poisson model
by: Murphy, Orla A., et al.
Published: (2024)

Information criteria for the number of directions of extremes in high-dimensional data
by: Butsch, Lucas, et al.
Published: (2024)

Circular and Spherical Projected Cauchy Distributions: A Novel Framework for Circular and Directional Data Modeling
by: Tsagris, Michail, et al.
Published: (2023)

A new flexible class of kernel-based tests of independence
by: Cuparić, Marija, et al.
Published: (2024)

Unsupervised Variable Selection for Ultrahigh-Dimensional Clustering Analysis
by: Zhang, Tonglin, et al.
Published: (2024)

Regularized Estimation of Sparse Spectral Precision Matrices
by: Deb, Navonil, et al.
Published: (2024)

Bayesian nonparametric copulas with tail dependence
by: Ausín, Maria Concepción, et al.
Published: (2025)

Efficient importance sampling for copula models
by: Cheng, Siang, et al.
Published: (2025)