Student's-\(t\) process with spatial deformation for spatio-temporal data

DOI10.1007/s10260-022-00623-8zbMath1504.62176OpenAlexW4214629299WikidataQ114691336 ScholiaQ114691336MaRDI QIDQ2111313

Fidel Ernesto Castro Morales, Marina Silva Paez, Dimitris N. Politis, Jacek Leśkow

Publication date: 13 January 2023

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10260-022-00623-8

zbMATH Keywords

Markov chain Monte Carloheavy tailsspatio-temporal modelingspatial deformationStudent's-\(t\) process

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Applications of statistics to environmental and related topics (62P12)

Uses Software

• CODA

Cites Work

• Unnamed Item
• Bayesian analysis of skew-normal independent linear mixed models with heterogeneity in the random-effects population
• Bayesian forecasting and dynamic models.
• Inference from iterative simulation using multiple sequences
• A non-homogeneous Poisson process geostatistical model with spatial deformation
• Anisotropic Matérn correlation and spatial prediction using REML
• Influence diagnostics in elliptical spatial linear models
• Bayesian dynamic models for space-time point processes
• Bayesian Inference for the Spatial Random Effects Model
• Bayesian Computation for Nonhomogeneous Poisson Processes in Software Reliability
• New invariant and consistent chi-squared type goodness-of-fit tests for multivariate normality and a related comparative simulation study
• Some empirical distribution function tests for multivariate normality
• A class of invariant procedures for assessing multivariate normality
• A class of invariant consistent tests for multivariate normality
• Bayesian Measures of Model Complexity and Fit
• Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations
• DSGE Models with Student-tErrors
• An empirical goodness-of-fit test for multivariate distributions
• Equation of State Calculations by Fast Computing Machines
• On the Conditional Distribution of the Multivariate t Distribution
• Exact Bayesian inference via data augmentation

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