Penalized spline estimation for functional coefficient regression models

Yanrong Cao; Haiqun Lin; Tracy Z. Wu; Yan Yu

doi:10.1016/j.csda.2009.09.036

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Penalized spline estimation for functional coefficient regression models

Yanrong Cao Haiqun Lin Tracy Z. Wu Yan Yu

Year: 2009 Journal: Computational Statistics & Data Analysis Vol: 54 (4)Pages: 891-905 Publisher: Elsevier BV

DOI: 10.1016/j.csda.2009.09.036

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Keywords:

Spline (mechanical) Smoothing spline Smoothing Mathematics Model selection Nonparametric regression Cross-validation Curse of dimensionality Inference Regression analysis Regression Additive model Mathematical optimization Applied mathematics Algorithm Statistics Computer science Artificial intelligence Spline interpolation

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Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Bayesian Inference

Physical Sciences → Mathematics → Statistics and Probability

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Penalized spline estimation for functional coefficient regression models

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