Spatial regression models over two-dimensional manifolds

DOI10.1093/biomet/asv069zbMath1452.62997OpenAlexW2310569597WikidataQ62109446 ScholiaQ62109446MaRDI QIDQ2797332

Laura M. Sangalli, Bree Ettinger, Simona Perotto

Publication date: 5 April 2016

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/c64123e01dfe7096bfdffe670d11ee1084250d4a

zbMATH Keywords

generalized additive modelpenalized regressionpartial differential regularizationsmoothing on manifolds

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Statistics on manifolds (62R30)

Related Items (15)

Some first results on the consistency of spatial regression with partial differential equation regularization ⋮ On dimension reduction models for functional data ⋮ Modeling spatial anisotropy via regression with partial differential regularization ⋮ IGS: an isogeometric approach for smoothing on surfaces ⋮ Rates of the strong uniform consistency for the kernel-type regression function estimators with general kernels on manifolds ⋮ Computationally efficient techniques for spatial regression with differential regularization ⋮ Nonparametric tests for semiparametric regression models ⋮ Optimal function-on-scalar regression over complex domains ⋮ Spatial Regression With Partial Differential Equation Regularisation ⋮ A general framework for functional regression modelling ⋮ Modeling spatially dependent functional data via regression with differential regularization ⋮ Statistical analysis of complex and spatially dependent data: a review of object oriented spatial statistics ⋮ Generalized spatial regression with differential regularization ⋮ Some first inferential tools for spatial regression with differential regularization ⋮ Recent developments in complex and spatially correlated functional data

This page was built for publication: Spatial regression models over two-dimensional manifolds