Spatial Regression With Partial Differential Equation Regularisation

Recent developments in complex and spatially correlated functional data

(2020) Israel Martínez-Hernández et al.   Brazilian Journal of Probability and Statistics

Non-stationary Gaussian models with physical barriers

(2019) Haakon Bakka et al.   Spatial Statistics

Intrinsic Gaussian processes on complex constrained domains

(2019) Mu Niu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Modeling Temporally Evolving and Spatially Globally Dependent Data

(2018) Emilio Porcu et al.   INTERNATIONAL STATISTICAL REVIEW

Modeling spatial anisotropy via regression with partial differential regularization

(2018) Mara S. Bernardi et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Random domain decompositions for object-oriented Kriging over complex domains

(2018) Alessandra Menafoglio et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Modeling spatially dependent functional data via regression with differential regularization

(2018) Eleonora Arnone et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Statistical analysis of complex and spatially dependent data: A review of Object Oriented Spatial Statistics

(2017) Alessandra Menafoglio et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Smooth Principal Component Analysis over two-dimensional manifolds with an application to neuroimaging

(2016) Eardi Lila et al.   Annals of Applied Statistics

Spatial regression models over two-dimensional manifolds

(2016) B. Ettinger et al.   BIOMETRIKA

IGS: An IsoGeometric approach for smoothing on surfaces

(2016) Matthieu Wilhelm et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Generalized spatial regression with differential regularization

(2016) Matthieu Wilhelm et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere

(2016) Emilio Porcu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Advances in spatial functional statistics

(2016) Jorge Mateu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A penalized regression model for spatial functional data with application to the analysis of the production of waste in Venice province

(2016) Mara S. Bernardi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain

(2015) Franco Dassi et al.   APPLIED NUMERICAL MATHEMATICS

Blood Flow Velocity Field Estimation Via Spatial Regression With PDE Penalization

(2015) Laura Azzimonti et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A class of Matérn-like covariance functions for smooth processes on a sphere

(2015) Jaehong Jeong et al.   Spatial Statistics

Principal Component Analysis of Two-Dimensional Functional Data

(2014) Lan Zhou et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Mixed Finite Elements for Spatial Regression with PDE Penalization

(2014) Laura Azzimonti et al.   SIAM-ASA Journal on Uncertainty Quantification

Global space–time models for climate ensembles

(2013) Stefano Castruccio et al.   Annals of Applied Statistics

Strictly and non-strictly positive definite functions on spheres

(2013) Tilmann Gneiting   BERNOULLI

Space-time modelling of blue ling for fisheries stock management

(2013) Nicole H. Augustin et al.   ENVIRONMETRICS

Complex Region Spatial Smoother (CReSS)

(2013) L. A. S. Scott-Hayward et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Parameter Estimation of Partial Differential Equation Models

(2013) Xiaolei Xun et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Spatial spline regression models

(2013) Laura M. Sangalli et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

The minimal preprocessing pipelines for the Human Connectome Project

(2013) Matthew F. Glasser et al.   NEUROIMAGE

Bivariate splines for ozone concentration forecasting

(2012) Bree Ettinger et al.   ENVIRONMETRICS

The Human Connectome Project: A data acquisition perspective

(2012) D.C. Van Essen et al.   NEUROIMAGE

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

(2011) Finn Lindgren et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Modelling the spatiotemporal distribution of the incidence of resident foreign population

(2011) Giampiero Marra et al.   STATISTICA NEERLANDICA

Statistics for spatial functional data: some recent contributions

(2009) P. Delicado et al.   ENVIRONMETRICS

Bivariate splines for spatial functional regression models

(2009) Serge Guillas et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Triangulated spherical splines for geopotential reconstruction

(2008) M. J. Lai et al.   JOURNAL OF GEODESY

Soap film smoothing

(2008) Simon N. Wood et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Functional principal components analysis via penalized rank one approximation

(2008) Jianhua Z. Huang et al.   Electronic Journal of Statistics