fdaPDE: Functional Data Analysis and Partial Differential Equations (PDE); Statistical Analysis of Functional and Spatial Data, Based on Regression with PDE Regularization

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). Spatial Regression With Partial Differential Equation Regularisation. International Statistical Review, 89(3), 505-531. for an overview. The release 1.1-9 requires R (>= 4.2.0) to be installed on windows machines.

Version: 1.1-11
Depends: R (≥ 3.5.0), stats, grDevices, graphics, rgl, Matrix, plot3D, methods
LinkingTo: RcppEigen, Rcpp
Suggests: MASS, testthat
Published: 2022-11-05
Author: Eleonora Arnone [aut, cre], Laura M. Sangalli [aut], Eardi Lila [aut], Jim Ramsay [aut], Luca Formaggia [aut], Giovanni Ardenghi [ctb], Michele Cavazzutti [ctb], Aldo Clemente [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], Giulio Perin [ctb], Clara Pigolotti [ctb], Andrea Poiatti [ctb], Gian Matteo Rinaldi [ctb], Stefano Spaziani [ctb], Andrea Vicini [ctb]
Maintainer: Eleonora Arnone <eleonora.arnone at polimi.it>
License: CC BY-NC-SA 4.0
Copyright: See the individual source files for copyrights information
NeedsCompilation: yes
SystemRequirements: C++11, GNU make
Materials: README NEWS
In views: FunctionalData
CRAN checks: fdaPDE results


Reference manual: fdaPDE.pdf


Package source: fdaPDE_1.1-11.tar.gz
Windows binaries: r-devel: fdaPDE_1.1-11.zip, r-release: fdaPDE_1.1-11.zip, r-oldrel: fdaPDE_1.1-11.zip
macOS binaries: r-release (arm64): fdaPDE_1.1-11.tgz, r-oldrel (arm64): fdaPDE_1.1-11.tgz, r-release (x86_64): fdaPDE_1.1-11.tgz, r-oldrel (x86_64): fdaPDE_1.1-11.tgz
Old sources: fdaPDE archive


Please use the canonical form https://CRAN.R-project.org/package=fdaPDE to link to this page.