npreg: Nonparametric Regression via Smoothing Splines

Multiple and generalized nonparametric regression using smoothing spline ANOVA models and generalized additive models, as described in Helwig (2020) <doi:10.4135/9781526421036885885>. Includes support for Gaussian and non-Gaussian responses, smoothers for multiple types of predictors, interactions between smoothers of mixed types, and eight different methods for smoothing parameter selection.

Getting started

Package details

AuthorNathaniel E. Helwig <helwig@umn.edu>
MaintainerNathaniel E. Helwig <helwig@umn.edu>
LicenseGPL (>= 2)
Version1.0-6
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("npreg")

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npreg documentation built on April 23, 2021, 9:07 a.m.