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

20 June 2009

Papers citing "On the consistent separation of scale and variance for Gaussian random fields"

21 / 21 papers shown

Title
On the Identifiability and Interpretability of Gaussian Process Models Jiawen Chen W. Mu Yun Li Didong Li 37 3 0 25 Oct 2023
Asymptotic Bounds for Smoothness Parameter Estimates in Gaussian Process Interpolation Toni Karvonen 73 3 0 10 Mar 2022
Estimation of the Scale Parameter for a Misspecified Gaussian Process Model Toni Karvonen 55 4 0 06 Oct 2021
Inference for Gaussian Processes with Matérn Covariogram on Compact Riemannian Manifolds Didong Li Wenpin Tang Sudipto Banerjee 87 14 0 08 Apr 2021
Asymptotic analysis of maximum likelihood estimation of covariance parameters for Gaussian processes: an introduction with proofs François Bachoc 54 13 0 15 Sep 2020
Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes François Bachoc José Bétancourt Reinhard Furrer T. Klein 50 12 0 25 Nov 2019
Convergence of Gaussian Process Regression with Estimated Hyper-parameters and Applications in Bayesian Inverse Problems A. Teckentrup 76 67 0 31 Aug 2019
On identifiability and consistency of the nugget in Gaussian spatial process models Wenpin Tang Lu Zhang Sudipto Banerjee 65 40 0 15 Aug 2019
Local inversion-free estimation of spatial Gaussian processes Hossein Keshavarz X. Nguyen Clayton Scott 41 1 0 30 Nov 2018
Maximum likelihood estimation for Gaussian processes under inequality constraints François Bachoc A. Lagnoux A. F. López-Lopera 87 24 0 10 Apr 2018
Optimal compromise between incompatible conditional probability distributions, with application to Objective Bayesian Kriging Joseph Muré 43 11 0 21 Mar 2017
Cross-validation estimation of covariance parameters under fixed-domain asymptotics François Bachoc A. Lagnoux Thi Mong Ngoc Nguyen 85 22 0 10 Oct 2016
Estimation and Prediction using generalized Wendland Covariance Functions under fixed domain asymptotics M. Bevilacqua Tarik Faouzi Reinhard Furrer Emilio Porcu 134 75 0 23 Jul 2016
Optimal change point detection in Gaussian processes Hossein Keshavarz Clayton Scott X. Nguyen 78 34 0 03 Jun 2015
Asymptotic analysis of covariance parameter estimation for Gaussian processes in the misspecified case François Bachoc 118 31 0 05 Dec 2014
Asymptotic theory with hierarchical autocorrelation: Ornstein-Uhlenbeck tree models L. Ho Cécile Ané 68 52 0 06 Jun 2013
High-frequency asymptotics for Lipschitz-Killing curvatures of excursion sets on the sphere Domenico Marinucci S. Vadlamani 86 28 0 11 Mar 2013
High-Frequency Tail Index Estimation by Nearly Tight Frames C. Durastanti Xiaohong Lan 115 3 0 01 Mar 2013
Asymptotic analysis of the role of spatial sampling for covariance parameter estimation of Gaussian processes François Bachoc 151 56 0 18 Jan 2013
Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification François Bachoc 149 228 0 18 Jan 2013
Needlet-Whittle Estimates on the Unit Sphere C. Durastanti Xiaohong Lan Domenico Marinucci 158 15 0 07 Feb 2012