Spline Regression with Adaptive Knot Selection

Perform one-dimensional spline regression with automatic knot selection. This package uses a penalized approach to select the most relevant knots. B-splines of any degree can be fitted. More details in Goepp et al. (2018), "Spline Regression with Automatic Knot Selection", .


Reference manual

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0.1.0 by Vivien Goepp, 23 days ago


Report a bug at https://github.com/goepp/aspline/issues

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

Authors: Vivien Goepp [aut, cre] , Grégory Nuel [aut]

Documentation:   PDF Manual  

GPL-3 license

Imports magrittr, ggplot2, dplyr, tidyr, splines2, Rcpp, Matrix, mgcv, reshape2, pspline, rlang, pryr, fda

Suggests testthat, knitr, markdown, rmarkdown, covr

Linking to Rcpp

See at CRAN