Nonparametric Regression via Smoothing Splines

Multiple and generalized nonparametric regression using smoothing spline ANOVA models and generalized additive models, as described in Helwig (2020) . Includes support for Gaussian and non-Gaussian responses, smoothers for multiple types of predictors (including random intercepts), interactions between smoothers of mixed types, eight different methods for smoothing parameter selection, and flexible tools for diagnostics, inference, and prediction.


Reference manual

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install.packages("npreg")

1.1.1 by Nathaniel E. Helwig, 7 months ago


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


Authors: Nathaniel E. Helwig [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Suggests parallel, statmod


Imported by BSTFA, insulin.secretion, tvGarchKF.


See at CRAN