The Estimating Parameter and Number of Knots for Nonparametric Regression Methods in Modelling Time Series Data

This research aims to explore and compare several nonparametric regression techniques, including smoothing splines, natural cubic splines, B-splines, and penalized spline methods. The focus is on estimating parameters and determining the optimal number of knots to forecast cyclic and nonlinear patte...

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Bibliographic Details
Main Author: Autcha Araveeporn
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Modelling
Subjects:
Online Access:https://www.mdpi.com/2673-3951/5/4/73
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