Variable selection for functional additive models and an application to the population age structure data

DOI10.3969/j.issn.1001-4268.2024.01.005MaRDI QIDQ6585934

Zhengyu Chen, Zhenghui Feng, Xinyi Wang

Publication date: 12 August 2024

Published in: Chinese Journal of Applied Probability and Statistics (Search for Journal in Brave)

zbMATH Keywords

variable selectionstructurefunctional additive modelsthe population age

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Functional data analysis (62R10)

Cites Work

• Unnamed Item
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• Generalized additive models
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• A group bridge approach for variable selection
• Estimating Optimal Transformations for Multiple Regression and Correlation
• Estimation of Sparse Functional Additive Models with Adaptive Group LASSO
• Functional Additive Models
• Structured Functional Additive Regression in Reproducing Kernel Hilbert Spaces
• Functional Data Analysis for Sparse Longitudinal Data
• Functional data analysis for density functions by transformation to a Hilbert space

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