fdaPDE: Functional Data Analysis and Partial Differential Equations; Statistical Analysis of Functional and Spatial Data, Based on Regression with Partial Differential Regularizations
Version 0.1-4

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.

Browse man pages Browse package API and functions Browse package files

AuthorEardi Lila [aut, cre], Laura M. Sangalli [aut], Jim Ramsay [aut], Luca Formaggia [aut]
Date of publication2016-04-23 21:43:45
MaintainerEardi Lila <el425@cam.ac.uk>
LicenseCC BY-NC-SA 4.0
Version0.1-4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fdaPDE")

Man pages

create.FEM.basis: Create a FEM basis
create.MESH.2D: Create a triangular mesh
eval.FEM: Evaluate a FEM object at a set of point locations
FEM: Define a surface or spatial field by a Finite Element basis...
image.FEM: Image Plot of a FEM object
mesh.2D.rectangular: Simple Rectangular mesh
mesh.2D.simple: Simple mesh
MeuseBorder: Boundary of the Meuse River data set
MeuseData: Meuse river data set
plot.FEM: Plot a 'FEM' object
plot.MESH2D: Plot a MESH2D object
refine.MESH.2D: Refine a triangular mesh
R_elementProperties: Compute some properties for each triangular element of the...
R_eval.FEM: Evaluate a FEM object at a set of locations
R_eval.FEM.basis: Evaluate Finite Element bases and their Derivatives at a set...
R_mass: Compute the mass matrix
R_smooth.FEM.basis: Spatial regression with differential regularization (fully...
R_stiff: Compute the stiffness matrix
smooth.FEM.basis: Spatial regression with differential regularization:...
smooth.FEM.PDE.basis: Spatial regression with differential regularization:...
smooth.FEM.PDE.sv.basis: Spatial regression with differential regularization:...

Functions

CPP_eval.FEM Source code
CPP_get_evaluations_points Source code
CPP_smooth.FEM.PDE.basis Source code
CPP_smooth.FEM.PDE.sv.basis Source code
CPP_smooth.FEM.basis Source code
FEM Man page Source code
MeuseBorder Man page
MeuseData Man page
R_elementProperties Man page Source code
R_eval.FEM Man page Source code
R_eval.FEM.basis Man page Source code
R_eval_local.FEM Source code
R_image.ORD1.FEM Source code
R_image.ORDN.FEM Source code
R_insideIndex Source code
R_mass Man page Source code
R_plot.ORD1.FEM Source code
R_plot.ORDN.FEM Source code
R_smooth.FEM.basis Man page Source code
R_stiff Man page Source code
R_tricoefCal Source code
checkSmoothingParameters Source code
checkSmoothingParametersSize Source code
create.FEM.basis Man page Source code
create.MESH.2D Man page Source code
eval.FEM Man page Source code
getBetaCoefficients Source code
getGCV Source code
image.FEM Man page Source code
mesh.2D.rectangular Man page
mesh.2D.simple Man page
plot.FEM Man page Source code
plot.MESH2D Man page Source code
refine.MESH.2D Man page Source code
smooth.FEM.PDE.basis Man page Source code
smooth.FEM.PDE.sv.basis Man page Source code
smooth.FEM.basis Man page Source code
triangulate_native Source code

Files

tests
tests/testsmoothingPDE.R
tests/testcovariatesO2.R
tests/testsmoothingbaseRcode.R
tests/testsmoothingPDESV.R
tests/testsmoothingbaseCPPcode.R
tests/testcovariatesO1.R
src
src/integration.h
src/mesh_objects_imp.h
src/Makevars
src/mesh_objects.cpp
src/mixedFERegression_imp.h
src/fdaPDE.h
src/mesh_objects.h
src/evaluator.h
src/regressionData.h
src/integration.cpp
src/mixedFERegression.h
src/fdaPDE.cpp
src/solver.h
src/matrix_assembler.h
src/evaluator_imp.h
src/matrix_assembler_imp.h
src/FEMeval.cpp
src/finite_element_imp.h
src/triangle.c
src/param_functors.h
src/FEMtriangulation.c
src/finite_element.h
src/regressionData_imp.h
src/mesh_imp.h
src/mesh.h
src/triangle.h
NAMESPACE
data
data/mesh.2D.rectangular.rda
data/mesh.2D.simple.rda
data/MeuseData.rda
data/MeuseBorder.rda
R
R/fdaPDE.locator.R
R/fdaPDE.smoothing_CPP.R
R/fdaPDE.smoothing_R.R
R/mesh.2D.R
R/fdaPDE.objects.R
R/fdaPDE.smoothing.R
R/datasets.R
R/zzz.R
R/fdaPDE.checkParameters.R
MD5
DESCRIPTION
LICENSE.note
man
man/plot.FEM.Rd
man/smooth.FEM.PDE.sv.basis.Rd
man/smooth.FEM.PDE.basis.Rd
man/smooth.FEM.basis.Rd
man/create.FEM.basis.Rd
man/R_mass.Rd
man/MeuseData.Rd
man/R_eval.FEM.basis.Rd
man/create.MESH.2D.Rd
man/R_eval.FEM.Rd
man/FEM.Rd
man/R_stiff.Rd
man/R_smooth.FEM.basis.Rd
man/MeuseBorder.Rd
man/plot.MESH2D.Rd
man/refine.MESH.2D.Rd
man/image.FEM.Rd
man/mesh.2D.simple.Rd
man/mesh.2D.rectangular.Rd
man/R_elementProperties.Rd
man/eval.FEM.Rd
fdaPDE documentation built on May 29, 2017, 9:06 a.m.