Estimation of Gaussian directed acyclic graphs using partial ordering information with applications to DREAM3 networks and dairy cattle data-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Estimation of Gaussian directed acyclic graphs using partial ordering information with applications to DREAM3 networks and dairy cattle data

Published:2023-06-01 Issue:2 Volume:17 Page:
ISSN:1932-6157
Container-title:The Annals of Applied Statistics
language:
Short-container-title:Ann. Appl. Stat.

Author:

Rahman Syed¹,Khare Kshitij²,Michailidis George²,Martínez Carlos³,Carulla Juan⁴

Affiliation:

1. Data Scientist, Apple Inc

2. Department of Statistics, University of Florida

3. Centro de Investigación Tibaitata, Corporación Colombiana de Investigación Agropecuaria

4. Departamento de Ciencias para la Producción Animal, Universidad Nacional de Colombia

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Reference59 articles.

1. ALTOMARE, D., CONSONNI, G. and LA ROCCA, L. (2013). Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non-local priors. Biometrics 69 478–487.

2. ARAGAM, B., AMINI, A. A. and ZHOU, Q. (2016). Learning directed acyclic graphs with penalized neighbourhood regression. arXiv.

3. ARAGAM, B. and ZHOU, Q. (2015). Concave penalized estimation of sparse Gaussian Bayesian networks. J. Mach. Learn. Res. 16 2273–2328.

4. BARGO, F., MULLER, L. D., KOLVER, E. S. and DELAHOY, J. E. (2003). Invited review: Production and digestion of supplemented dairy cows on pasture. J. Dairy Sci. 86 1–42.

5. CHICKERING, D. M. (2002). Optimal structure identification with greedy search. J. Mach. Learn. Res. 3 507–554.

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. Mendelian randomization for multiple exposures and outcomes with Bayesian Directed Acyclic Graphs exploration and causal effects estimation;2024-06-22

2. Structural Discovery with Partial Ordering Information for Time-Dependent Data with Convergence Guarantees;Journal of Computational and Graphical Statistics;2024-02-09

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