Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data

Published:2022-09-14 Issue: Volume: Page:1-13
ISSN:1061-8600
Container-title:Journal of Computational and Graphical Statistics
language:en
Short-container-title:Journal of Computational and Graphical Statistics

Author:

Yu Weichang¹^ORCID,Wade Sara²,Bondell Howard D.³,Azizi Lamiae⁴

Affiliation:

1. Melbourne Centre for Data Science, University of Melbourne, Parkville, VIC, Australia;

2. School of Mathematics, University of Edinburgh, Edinburgh, UK;

3. School of Mathematics and Statistics, University of Melbourne, Parkville, VIC, Australia;

4. School of Mathematics and Statistics, University of Sydney, Camperdown, NSW, Australia

Funder

RSE

Australian Research Council

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Discrete Mathematics and Combinatorics,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/10618600.2022.2098136

Reference61 articles.

1. Regularized partial least squares with an application to NMR spectroscopy

2. Betancourt, M. (2017), “Robust Gaussian Processes in Stan III,” https://betanalpha.github.io/assets/case_studies/gp_part3/part3.html.

3. Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations

4. Bayesian Semiparametric Joint Models for Functional Predictors

5. Bayesian Wavelet Regression on Curves With Application to a Spectroscopic Calibration Problem

Cited by 2 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. Variable selection for multivariate functional data via conditional correlation learning;Computational Statistics;2024-04-14

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

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3