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Multivariate functional generalized additive models

Published:2021-10-14 Issue: Volume: Page:1-19
ISSN:0094-9655
Container-title:Journal of Statistical Computation and Simulation
language:en
Short-container-title:Journal of Statistical Computation and Simulation

Author:

Zhang Xiaochen¹,Fang Kuangnan²,Zhang Qingzhao²³

Affiliation:

1. Zhongtai Securities Institute for Financial Studies, Shandong University, Jinan, People's Republic of China

2. Department of Statistics and Data Science, School of Economics, Xiamen University, Xiamen, People's Republic of China

3. The Wang Yanan Institute for Studies in Economics, Xiamen University, Xiamen, People's Republic of China

Funder

National Natural Science Foundation of China

MOE (Ministry of Education in China) Project of Humanities and Social Sciences

Fundamental Research Funds for the Central Universities

Publisher

Informa UK Limited

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00949655.2021.1979550

Reference26 articles.

1. Functional Data Analysis

2. Spline Functions: Basic Theory

3. Functional Data Analysis

4. Generalized linear models with functional predictors

5. Estimation in generalized linear models for functional data via penalized likelihood

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