Use of Two Smoothing Parameters in Penalized Spline Estimator for Bi-variate Predictor Non-parametric Regression Model

Penalized spline criteria involve the function of goodness of fit and penalty, which in the penalty function contains smoothing parameters. It serves to control the smoothness of the curve that works simultaneously with point knots and spline degree. The regression function with two predictors in th...

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Bibliographic Details
Main Author: Anna Islamiyati
Format: Article
Language:English
Published: University of Tehran 2020-04-01
Series:Journal of Sciences, Islamic Republic of Iran
Subjects:
Online Access:https://jsciences.ut.ac.ir/article_76403_aed3c546a5439007a7f74f316ac99e14.pdf
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