doi:10.1080/10618600.2016.1195273>, Nested Group bridge Regression (NGR) method by Guan et al. (2020) <doi:10.1080/10618600.2020.1713797>, Functional Linear Regression That's interpretable (FLIRTI) by James et al. (2009) <doi:10.1214/08-AOS641>, and the Penalized B-spline regression method.">

PFLR: Estimating Penalized Functional Linear Regression (original) (raw)

Implementation of commonly used penalized functional linear regression models, including the Smooth and Locally Sparse (SLoS) method by Lin et al. (2016) <doi:10.1080/10618600.2016.1195273>, Nested Group bridge Regression (NGR) method by Guan et al. (2020) <doi:10.1080/10618600.2020.1713797>, Functional Linear Regression That's interpretable (FLIRTI) by James et al. (2009) <doi:10.1214/08-AOS641>, and the Penalized B-spline regression method.

Version: 1.1.0
Depends: R (≥ 3.5.0)
Imports: fda, MASS, flare, psych, glmnet, stats, utils
Published: 2024-08-22
DOI: 10.32614/CRAN.package.PFLR
Author: Tianyu Guan [aut], Haolun Shi [aut, cre, cph], Rob Cameron [aut], Zhenhua Lin [aut]
Maintainer: Haolun Shi
License: GPL-2
NeedsCompilation: no
CRAN checks: PFLR results

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