Fixed-domain asymptotic properties of tapered maximum likelihood estimators

2 September 2009

Papers citing "Fixed-domain asymptotic properties of tapered maximum likelihood estimators"

31 / 31 papers shown

Title
Random forests for binary geospatial data Arkajyoti Saha A. Datta AI4CE 118 2 0 27 Feb 2023
Estimation of the Scale Parameter for a Misspecified Gaussian Process Model Toni Karvonen 55 4 0 06 Oct 2021
Modeling Massive Spatial Datasets Using a Conjugate Bayesian Linear Regression Framework Sudipto Banerjee 49 13 0 09 Sep 2021
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy D. Sanz-Alonso Ruiyi Yang 56 12 0 06 Sep 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
Random Forests for dependent data Arkajyoti Saha Sumanta Basu A. Datta AI4CE 21 8 0 30 Jul 2020
Hierarchical Bayesian Nearest Neighbor Co-Kriging Gaussian Process Models; An Application to Intersatellite Calibration Sibo Cheng B. Konomi J. Matthews G. Karagiannis E. Kang SyDa 41 7 0 03 Apr 2020
Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes François Bachoc José Bétancourt Reinhard Furrer T. Klein 47 12 0 25 Nov 2019
Efficiency Assessment of Approximated Spatial Predictions for Large Datasets Yiping Hong Sameh Abdulah M. Genton Ying Sun 74 10 0 11 Nov 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
Vecchia approximations of Gaussian-process predictions Matthias Katzfuss J. Guinness Wenlong Gong Daniel Zilber 95 93 0 08 May 2018
Maximum likelihood estimation for Gaussian processes under inequality constraints François Bachoc A. Lagnoux A. F. López-Lopera 87 24 0 10 Apr 2018
Finite-dimensional Gaussian approximation with linear inequality constraints A. F. López-Lopera François Bachoc N. Durrande O. Roustant 138 67 0 20 Oct 2017
A general framework for Vecchia approximations of Gaussian processes Matthias Katzfuss J. Guinness 95 262 0 21 Aug 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
On the consistency of inversion-free parameter estimation for Gaussian random fields Hossein Keshavarz Clayton Scott X. Nguyen 21 4 0 15 Jan 2016
Sparse Pseudo-input Local Kriging for Large Spatial Datasets with Exogenous Variables Babak Farmanesh Arash Pourhabib 32 1 0 05 Aug 2015
Spatially adaptive covariance tapering David Bolin J. Wallin 30 18 0 11 Jun 2015
Asymptotic properties of multivariate tapering for estimation and prediction Reinhard Furrer François Bachoc Juan Du 139 34 0 05 Jun 2015
Optimal change point detection in Gaussian processes Hossein Keshavarz Clayton Scott X. Nguyen 78 34 0 03 Jun 2015
A frequency domain empirical likelihood method for irregularly spaced spatial data S. Bandyopadhyay S. Lahiri D. Nordman 49 36 0 17 Mar 2015
Stochastic Local Interaction (SLI) Model: Interfacing Machine Learning and Geostatistics D. Hristopulos 47 31 0 16 Jan 2015
Asymptotic theory of generalized information criterion for geostatistical regression model selection Chih Chang Hsin-Cheng Huang C. Ing 44 10 0 02 Dec 2014
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
Penalized maximum likelihood estimation and variable selection in geostatistics Tingjin Chu Jun Zhu Haonan Wang 38 55 0 01 Sep 2011
Consistency of the mean and the principal components of spatially distributed functional data Siegfried Hormann P. Kokoszka 103 34 0 15 Apr 2011
Bayesian Nonparametric Covariance Regression E. Fox David B. Dunson 171 105 0 11 Jan 2011
On the consistent separation of scale and variance for Gaussian random fields E. Anderes 148 73 0 20 Jun 2009