Sparse Learning and Structure Identification for Ultrahigh-Dimensional Image-on-Scalar Regression-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Sparse Learning and Structure Identification for Ultrahigh-Dimensional Image-on-Scalar Regression

Published:2020-05-26 Issue:536 Volume:116 Page:1994-2008
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Li Xinyi¹²,Wang Li³^ORCID,Wang Huixia Judy⁴,

Affiliation:

1. Statistical and Applied Mathematical Sciences Institute (SAMSI), Durham, NC

2. Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC

3. Department of Statistics, Iowa State University, Ames, IA

4. Department of Statistics, George Washington University, Washington, DC

Funder

National Science Foundation

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2020.1753523

Reference41 articles.

1. Efficient estimation of a semiparametric partially linear varying coefficient model

2. Non-familial Alzheimer's disease is mainly due to genetic factors

3. Structural identification and variable selection in high-dimensional varying-coefficient models

4. Profile likelihood inferences on semiparametric varying-coefficient partially linear models

5. Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models

Cited by 9 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. Exploring heterogeneity and dynamics of meteorological influences on US PM2.5: A distributed learning approach with spatiotemporal varying coefficient models;Spatial Statistics;2024-06

2. Spatial non-parametric Bayesian clustered coefficients;Scientific Reports;2024-04-27

3. Latent subgroup identification in image-on-scalar regression;The Annals of Applied Statistics;2024-03-01

4. A functional nonlinear mixed effects modeling framework for longitudinal functional responses;Electronic Journal of Statistics;2024-01-01

5. Bayesian Lesion Estimation with a Structured Spike-and-Slab Prior;Journal of the American Statistical Association;2023-11-16

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