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 (including random intercepts), interactions between smoothers of mixed types, eight different methods for smoothing parameter selection, and flexible tools for diagnostics, inference, and prediction.

Getting started

Package details

AuthorNathaniel E. Helwig <helwig@umn.edu>
MaintainerNathaniel E. Helwig <helwig@umn.edu>
LicenseGPL (>= 2)
Version1.1.0
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 May 29, 2024, 4:17 a.m.