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

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.

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

View on CRAN

Functions

create.FEM.basis Man page
create.MESH.2D Man page
eval.FEM Man page
FEM Man page
image.FEM Man page
mesh.2D.rectangular Man page
mesh.2D.simple Man page
MeuseBorder Man page
MeuseData Man page
plot.FEM Man page
plot.MESH2D Man page
refine.MESH.2D Man page
R_elementProperties Man page
R_eval.FEM Man page
R_eval.FEM.basis Man page
R_mass Man page
R_smooth.FEM.basis Man page
R_stiff Man page
smooth.FEM.basis Man page
smooth.FEM.PDE.basis Man page
smooth.FEM.PDE.sv.basis Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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