Beyond Matérn: On A Class of Interpretable Confluent Hypergeometric Covariance Functions
From MaRDI portal
Publication:6077591
DOI10.1080/01621459.2022.2027775arXiv1911.05865OpenAlexW3130896687MaRDI QIDQ6077591
Publication date: 18 October 2023
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1911.05865
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
- Strictly and non-strictly positive definite functions on spheres
- Asymptotically efficient prediction of a random field with a missspecified covariance function
- Interpolation of spatial data. Some theory for kriging
- Design and analysis of computer experiments. With comments and a rejoinder by the authors
- The design and analysis of computer experiments
- Compactly supported correlation functions
- Robust Gaussian stochastic process emulation
- Estimation and prediction of Gaussian processes using generalized Cauchy covariance model under fixed domain asymptotics
- Power-law correlations, related models for long-range dependence and their simulation
- Studies in the history of probability and statistics XLIX On the Matérn correlation family
- On a class of random field models which allows long range dependence
- Large Sample Properties of Simulations Using Latin Hypercube Sampling
- Normal Variance-Mean Mixtures and z Distributions
- Objective Bayesian Analysis of Spatially Correlated Data
- Mission CO2ntrol: A Statistical Scientist's Role in Remote Sensing of Atmospheric Carbon Dioxide
- Bayesian inference for variance components using only error contrasts
- Real Analysis and Probability
- A Valid Matérn Class of Cross-Covariance Functions for Multivariate Random Fields With Any Number of Components
- A Fused Gaussian Process Model for Very Large Spatial Data
- Objective Bayesian Analysis of a Cokriging Model for Hierarchical Multifidelity Codes
- Matérn Cross-Covariance Functions for Multivariate Random Fields
- Inconsistent Estimation and Asymptotically Equal Interpolations in Model-Based Geostatistics
- The origins of kriging