fdaPDE: Physics-Informed Spatial and Functional Data Analysis

An implementation of regression models with partial differential regularizations, making use of the Finite Element Method. The models efficiently handle data distributed over irregularly shaped domains and can comply with various conditions at the boundaries of the domain. A priori information about the spatial structure of the phenomenon under study can be incorporated in the model via the differential regularization. See Sangalli, L. M. (2021) <doi:10.1111/insr.12444> "Spatial Regression With Partial Differential Equation Regularisation" for an overview. The release 1.1-9 requires R (>= 4.2.0) to be installed on windows machines.

Version: 1.1-18
Depends: R (≥ 3.5.0), stats, grDevices, graphics, rgl, Matrix, plot3D, methods
LinkingTo: RcppEigen, Rcpp
Suggests: MASS, testthat (≥ 3.0.0)
Published: 2024-05-30
DOI: 10.32614/CRAN.package.fdaPDE
Author: Eleonora Arnone [aut, cre], Aldo Clemente [aut], Laura M. Sangalli [aut], Eardi Lila [aut], Jim Ramsay [aut], Luca Formaggia [aut], Giovanni Ardenghi [ctb], Blerta Begu [ctb], Michele Cavazzutti [ctb], Alessandra Colli [ctb], Alberto Colombo [ctb], Luca Colombo [ctb], Carlo de Falco [ctb], Enrico Dall'Acqua [ctb], Giulia Ferla [ctb], Lorenzo Ghilotti [ctb], Cristina Galimberti [ctb], Jiyoung Kim [ctb], Martina Massardi [ctb], Giorgio Meretti [ctb], Simone Panzeri [ctb], Giulio Perin [ctb], Clara Pigolotti [ctb], Andrea Poiatti [ctb], Gian Matteo Rinaldi [ctb], Stefano Spaziani [ctb], Andrea Vicini [ctb], David C. Sterratt [cph] (Author of included Triangle source files)
Maintainer: Eleonora Arnone <eleonora.arnone at polimi.it>
License: GPL-3
NeedsCompilation: yes
SystemRequirements: GNU make
Materials: README NEWS
In views: FunctionalData
CRAN checks: fdaPDE results [issues need fixing before 2024-08-03]


Reference manual: fdaPDE.pdf


Package source: fdaPDE_1.1-18.tar.gz
Windows binaries: r-devel: fdaPDE_1.1-18.zip, r-release: fdaPDE_1.1-18.zip, r-oldrel: fdaPDE_1.1-18.zip
macOS binaries: r-release (arm64): fdaPDE_1.1-18.tgz, r-oldrel (arm64): fdaPDE_1.1-18.tgz, r-release (x86_64): fdaPDE_1.1-18.tgz, r-oldrel (x86_64): fdaPDE_1.1-18.tgz
Old sources: fdaPDE archive


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