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fdaPDE

swMATH ID: 21040
Software Authors: Eardi Lila, Laura M. Sangalli, Jim Ramsay, Luca Formaggia
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/fdaPDE/index.html
Source Code:  https://github.com/cran/fdaPDE
Dependencies: R
Related Software: fda (R); R; RandomFields; gamair; Gstat; SemiPar; geofd; gstat; fields; geoR; refund.wave; UMPCA; RFgroove; refund; FFTW; fdapace; sparseFLMM; FDboost; funHDDC; funFEM
Cited in: 6 Publications

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