Precise Tensor Product Smoothing via Spectral Splines

Tensor product smoothers are frequently used to include interaction effects in multiple nonparametric regression models. Current implementations of tensor product smoothers either require using approximate penalties, such as those typically used in generalized additive models, or costly parameteriza...

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Bibliographic Details
Published in:Stats
Main Author: Nathaniel E. Helwig
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Subjects:
generalized additive model
linear mixed model
multiple nonparametric regression
penalized spline
smoothing spline analysis of variance
Online Access:https://www.mdpi.com/2571-905X/7/1/3

Internet

https://www.mdpi.com/2571-905X/7/1/3

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