Robust estimation and variable selection for function‐on‐scalar regression-Reference-Cited by-同舟云学术

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Robust estimation and variable selection for function‐on‐scalar regression

Published:2021-09-29 Issue: Volume: Page:
ISSN:0319-5724
Container-title:Canadian Journal of Statistics
language:en
Short-container-title:Can J Statistics

Author:

Cai Xiong¹,Xue Liugen²,Cao Jiguo³^ORCID,

Affiliation:

1. School of Statistics and Mathematics Nanjing Audit University Nanjing 211815 China

2. College of Statistics and Data Science, Faculty of Science Beijing University of Technology Beijing 100124 China

3. Department of Statistics and Actuarial Science Simon Fraser University Burnaby V5A1S6 BC Canada

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cjs.11661

Reference39 articles.

1. Functional Data Analysis in Ecosystem Research: The Decline of Oweekeno Lake Sockeye Salmon and Wannock River Flow

2. The function-on-scalar LASSO with applications to longitudinal GWAS

3. Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors

4. Cai X. Xue L. &Cao J.2021. Variable selection for multiple function‐on‐function linear regression. Statistica Sinica https://doi.org/10.5705/ss.202020.0473.

5. Efficient estimation for varying‐coefficient mixed effects models with functional response data;Cai X.;Metrika,2020

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2. Role of income in pollution and growth across Belt and Road Initiative countries: new insights from dynamic functional regression model;International Journal of Global Warming;2024

3. Neural networks for scalar input and functional output;Statistics and Computing;2023-08-08

4. Bayesian adaptive selection of basis functions for functional data representation;Journal of Applied Statistics;2023-02-03

5. Special issue on “Functional and object data analysis”: Guest Editor's introduction;Canadian Journal of Statistics;2022-02-25

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