284 citations · 806 across the 87 of their papers we have counts for
4 papers · 1 filter
Factor Copula Models for Replicated Spatial Data
Pavel Krupskii, Raphael Huser, Marc G. Genton
We propose a new copula model that can be used with replicated spatial data. Unlike the multivariate normal copula, the proposed copula is based on the assumption that a common fac…
Rejoinder of ``Cross-Covariance Functions for Multivariate Geostatistics''
Marc G. Genton, William Kleiber
Rejoinder of ``Cross-Covariance Functions for Multivariate Geostatistics'' by Genton and Kleiber [arXiv:1507.08017].
Cross-Covariance Functions for Multivariate Geostatistics
Marc G. Genton, William Kleiber
Continuously indexed datasets with multiple variables have become ubiquitous in the geophysical, ecological, environmental and climate sciences, and pose substantial analysis chall…
Multi-Level Restricted Maximum Likelihood Covariance Estimation and Kriging for Large Non-Gridded Spatial Datasets
Julio E. Castrillon-Candas, Marc G. Genton, Rio Yokota
We develop a multi-level restricted Gaussian maximum likelihood method for estimating the covariance function parameters and computing the best unbiased predictor. Our approach pro…