Optimal Linear Discriminant Analysis for High-Dimensional Functional Data-Reference-Cited by-同舟云学术

Optimal Linear Discriminant Analysis for High-Dimensional Functional Data

Published:2023-03-08 Issue: Volume: Page:1-10
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Xue Kaijie¹,Yang Jin²,Yao Fang³^ORCID

Affiliation:

1. School of Statistics and Data Science, Nankai University, Tianjin, China

2. Biostatistics and Bioinformatics Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD

3. Department of Probability and Statistics, School of Mathematical Sciences, Center for Statistical Science, Peking University, Beijing, China

Funder

Key Laboratory of Mathematical Economics and Quantitative Finance (Peking University), Ministry of Education

National Key R&D Program of China

National Natural Science Foundation of China

LMAM

KLMDASR

LEBPS

LPMC

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2022.2164288

Reference35 articles.

1. On the Use of Reproducing Kernel Hilbert Spaces in Functional Classification

2. Functional Classification in Hilbert Spaces

3. A Direct Estimation Approach to Sparse Linear Discriminant Analysis

4. High dimensional linear discriminant analysis: optimality, adaptive algorithm and missing data

5. Functional data classification: a wavelet approach

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Mean and covariance estimation for discretely observed high-dimensional functional data: Rates of convergence and division of observational regimes;Journal of Multivariate Analysis;2024-11

2. Functional data analysis using deep neural networks;WIREs Computational Statistics;2024-07

3. Functional Local Mean K-Nearest Neighbor: introducing a novel metric for improved algorithm performance;2024 International Conference on Intelligent Systems and Computer Vision (ISCV);2024-05-08

4. Double data piling: a high-dimensional solution for asymptotically perfect multi-category classification;Journal of the Korean Statistical Society;2024-04-03

5. Review on functional data classification;WIREs Computational Statistics;2023-11-27