Functional sufficient dimension reduction through average Fréchet derivatives
Author:
Affiliation:
1. Department of Statistical Science, Temple University
2. Department of Biostatistics, University of California, Berkeley
Publisher
Institute of Mathematical Statistics
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Reference45 articles.
1. Yao, F., Müller, H.-G. and Wang, J.-L. (2005). Functional linear regression analysis for longitudinal data. Ann. Statist. 33 2873–2903.
2. Steinwart, I. and Christmann, A. (2008). Support Vector Machines. Springer, New York.
3. Härdle, W. and Stoker, T. M. (1989). Investigating smooth multiple regression by the method of average derivatives. J. Amer. Statist. Assoc. 84 986–995.
4. Kim, J. S., Staicu, A.-M., Maity, A., Carroll, R. J. and Ruppert, D. (2018). Additive function-on-function regression. J. Comput. Graph. Statist. 27 234–244.
5. Reimherr, M., Sriperumbudur, B. and Taoufik, B. (2018). Optimal prediction for additive function-on-function regression. Electron. J. Stat. 12 4571–4601.
Cited by 6 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. Inverse regression for spatially distributed functional data;Bernoulli;2024-11-01
2. Functional sufficient dimension reduction through distance covariance;Journal of Statistical Computation and Simulation;2024-09-11
3. Functional sufficient dimension reduction through information maximization with application to classification;Journal of Applied Statistics;2024-04-03
4. Sliced Inverse Regression in Metric Spaces;Statistica Sinica;2024
5. Online sparse sliced inverse regression for high-dimensional streaming data;International Journal of Wavelets, Multiresolution and Information Processing;2022-12-13
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