On identifiability and consistency of the nugget in Gaussian spatial process models-Reference-Cited by-同舟云学术

On identifiability and consistency of the nugget in Gaussian spatial process models

Published:2021-10-07 Issue:5 Volume:83 Page:1044-1070
ISSN:1369-7412
Container-title:Journal of the Royal Statistical Society: Series B (Statistical Methodology)
language:en
Short-container-title:J R Stat Soc Series B

Author:

Tang Wenpin¹,Zhang Lu²^ORCID,Banerjee Sudipto³

Affiliation:

1. Department of Industrial Engineering and Operations Research Columbia University New York New York USA

2. Department of Statistics Columbia University New York New York USA

3. Department of Biostatistics University of California Los Angeles Los Angeles California USA

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/rssb.12472

Reference30 articles.

1. Abramowitz M.&Stegun I.A.(1965) Handbook of mathematical functions: With formulas. Graphs and mathematical tables. Dover.

2. On the consistent separation of scale and variance for Gaussian random fields

3. High-Dimensional Bayesian Geostatistics

4. Belkin M.(2018)Approximation beats concentration? An approximation view on inference with smooth radial kernels. In:Conference On Learning Theory COLT 2018 pp. 1348–1361.

5. Estimation and prediction using generalized Wendland covariance functions under fixed domain asymptotics

Cited by 9 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The Matérn Model: A Journey Through Statistics, Numerical Analysis and Machine Learning;Statistical Science;2024-08-01

2. On maximizing the likelihood function of general geostatistical models;Scandinavian Journal of Statistics;2024-05-06

3. Low-Rank Approximation in Kernel Learning;2023 9th International Conference on Computer and Communications (ICCC);2023-12-08

4. Learning particle swarming models from data with Gaussian processes;Mathematics of Computation;2023-11-15

5. Estimating the parameters of some common Gaussian random fields with nugget under fixed-domain asymptotics;Bernoulli;2023-08-01