Estimating Penalized Functional Linear Regression

Implementation of commonly used penalized functional linear regression models, including the Smooth and Locally Sparse (SLoS) method by Lin et al. (2016) , Nested Group bridge Regression (NGR) method by Guan et al. (2020) , Functional Linear Regression That's interpretable (FLIRTI) by James et al. (2009) , and the Penalized B-spline regression method.


Reference manual

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install.packages("PFLR")

1.1.0 by Haolun Shi, 2 years ago


Browse source code at https://github.com/cran/PFLR


Authors: Tianyu Guan [aut] , Haolun Shi [aut, cre, cph] , Rob Cameron [aut] , Zhenhua Lin [aut]


Documentation:   PDF Manual  


GPL-2 license


Imports fda, MASS, flare, psych, glmnet, stats, utils


See at CRAN