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fdaPDE  

Physics-Informed Spatial and Functional Data Analysis
View on CRAN: Click here


Download and install fdaPDE package within the R console
Install from CRAN:
install.packages("fdaPDE")

Install from Github:
library("remotes")
install_github("cran/fdaPDE")

Install by package version:
library("remotes")
install_version("fdaPDE", "1.1-20")



Attach the package and use:
library("fdaPDE")
Maintained by
Eleonora Arnone
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-01-15
Latest Update: 2023-03-01
Description:
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" for an overview. The release 1.1-9 requires R (>= 4.2.0) to be installed on windows machines.
How to cite:
Eleonora Arnone (2016). fdaPDE: Physics-Informed Spatial and Functional Data Analysis. R package version 1.1-20, https://cran.r-project.org/web/packages/fdaPDE. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1-1 (2016-01-15 12:43), 0.1-2 (2016-03-09 15:20), 0.1-3 (2016-04-22 14:44), 0.1-4 (2016-04-23 21:43), 0.1-5 (2019-10-13 16:50), 0.1-6 (2019-10-14 20:10), 1.0-6 (2020-02-28 23:40), 1.0-8 (2020-04-29 12:50), 1.0-9 (2020-05-15 17:10), 1.0 (2020-01-17 18:00), 1.1-4 (2022-05-02 18:52), 1.1-7 (2022-06-01 12:20), 1.1-8 (2022-06-17 17:00), 1.1-10 (2022-11-01 00:50), 1.1-11 (2022-11-05 03:00), 1.1-16 (2023-03-01 09:22), 1.1-17 (2023-12-21 11:40), 1.1-18 (2024-05-30 22:10), 1.1-19 (2024-07-15 20:50)
Other packages that cited fdaPDE R package
View fdaPDE citation profile
Other R packages that fdaPDE depends, imports, suggests or enhances
Complete documentation for fdaPDE
Functions, R codes and Examples using the fdaPDE R package
Some associated functions: DE.FEM . DE.FEM.time . DE.heat.FEM . DE.heat.FEM.time . FEM . FEM.time . FPCA.FEM . covs.test . create.FEM.basis . create.mesh.1.5D . create.mesh.2.5D . create.mesh.2D . create.mesh.3D . eval.FEM . eval.FEM.time . fdaPDE-deprecated . fs.test.3D . fs.test . horseshoe2.5D . horseshoe2D . hub2.5D . image.FEM . image.FEM.time . inferenceDataObject-class . inferenceDataObjectBuilder . inferenceDataObjectTime-class . inferenceDataObjectTimeBuilder . plot.FEM . plot.FEM.time . plot.mesh.1.5D . plot.mesh.2.5D . plot.mesh.2D . plot.mesh.3D . projection.points.1.5D . projection.points.2.5D . quasicircle2D . quasicircle2Dareal . refine.by.splitting.mesh.1.5D . refine.by.splitting.mesh.2.5D . refine.by.splitting.mesh.2D . refine.by.splitting.mesh.3D . refine.mesh.1.5D . refine.mesh.2D . smooth.FEM . smooth.FEM.time . sphere3Ddata . 
Some associated R codes: DE.R . DE_CPP.R . DE_CPP_time.R . DE_init.R . DE_init_CPP.R . DE_init_CPP_time.R . DE_init_time.R . DE_time.R . FEMevaluator.R . FEMobjects.R . InferenceDataObject.R . InferenceDataObjectTime.R . checkDEInitParameters.R . checkDEInitParameters_time.R . checkDEParameters.R . checkDEParameters_time.R . checkFPCAParameters.R . checkGAMParameters.R . checkInferenceParameters.R . checkInferenceParametersTime.R . checkSmoothingParameters.R . checkSmoothingParameters_time.R . datasets.R . deprecated.R . mesh.R . plot.R . smoothFPCA.R . smoothFPCA_CPP.R . smoothGAM_CPP.R . smoothGAM_CPP_time.R . smoothing.R . smoothing_CPP.R . smoothing_CPP_time.R . smoothing_graph_CPP.R . smoothing_graph_CPP_time.R . smoothing_manifold_CPP.R . smoothing_manifold_CPP_time.R . smoothing_time.R . smoothing_volume_CPP.R . smoothing_volume_CPP_time.R . testFunctions.R .  Full fdaPDE package functions and examples
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