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.


Reference manual

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0.1-4 by Eardi Lila, 3 years ago

Browse source code at

Authors: Eardi Lila [aut, cre] , Laura M. Sangalli [aut] , Jim Ramsay [aut] , Luca Formaggia [aut]

Documentation:   PDF Manual  

Task views: Functional Data Analysis

CC BY-NC-SA 4.0 license

Depends on stats, grDevices, graphics, rgl

Suggests MASS

Linking to RcppEigen

System requirements: C++11

See at CRAN