Modeling Temporally Evolving and Spatially Globally Dependent Data

28 June 2017

Papers citing "Modeling Temporally Evolving and Spatially Globally Dependent Data"

13 / 13 papers shown

Title
Hybrid Parametric Classes of Isotropic Covariance Functions for Spatial Random Fields Alfredo Alegría Fabián Ramírez Emilio Porcu 51 3 0 13 Jan 2023
The periodic zeta covariance function for Gaussian process regression Giacomo Petrillo 42 0 0 04 Aug 2022
Multivariate Gaussian Random Fields over Generalized Product Spaces involving the Hypertorus François Bachoc A. Peron Emilio Porcu 41 3 0 22 Feb 2022
Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere Alessia Caponera Julien Fageot Matthieu Simeoni V. Panaretos 31 6 0 23 Dec 2021
D-STEM v2: A Software for Modelling Functional Spatio-Temporal Data Yaqiong Wang F. Finazzi A. Fassò 13 6 0 27 Jan 2021
SPHARMA approximations for stationary functional time series on the sphere Alessia Caponera 42 12 0 28 Sep 2020
Karhunen-Loève Expansions for Axially Symmetric Gaussian Processes: Modeling Strategies and $L^2$ Approximations Alfredo Alegría F. Cuevas-Pacheco 10 5 0 03 Jul 2020
Spatiotemporal Multi-Resolution Approximations for Analyzing Global Environmental Data M. Appel E. Pebesma 49 13 0 30 Jun 2020
The Turning Arcs: a Computationally Efficient Algorithm to Simulate Isotropic Vector-Valued Gaussian Random Fields on the $d$ -Sphere Alfredo Alegría Xavier Emery Christian Lantuéjoul 44 16 0 30 Mar 2020
Towards a Complete Picture of Stationary Covariance Functions on Spheres Cross Time P. White Emilio Porcu 27 8 0 11 Jul 2018
Schoenberg coefficients and curvature at the origin of continuous isotropic positive definite kernels on spheres A. Arafat P. Gregori Emilio Porcu 19 12 0 06 Jul 2018
The dimple problem related to space-time modeling under the Lagrangian framework Alfredo Alegría Emilio Porcu 42 19 0 28 Nov 2016
Regularity properties and simulations of Gaussian random fields on the Sphere cross Time Jorge Clarke de La Cerda Alfredo Alegría Emilio Porcu Jorge De La Cerda 30 38 0 09 Nov 2016