PFLR

Estimating Penalized Functional Linear Regression

CRAN Package

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.

  • Version1.1.0
  • R version≥ 3.5.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release08/22/2024

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  • Imports5 packages