Advanced search
Publication Cover
Journal of the American Statistical Association Volume 112, 2017 - Issue 518
Submit an article Journal homepage
1,592
Views
12
CrossRef citations to date
0
Altmetric
Theory and Methods

Sparse Multi-Dimensional Graphical Models: A Unified Bayesian Framework

Yang NiDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX;Department of Statistics and Data Sciences, The University of Texas at Austin, Austin, TX
,
Francesco C. StingoDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX;Dipartimento di Statistica, Informatica, Applicazioni “G.Parenti,” University of Florence, Florence, Italy
&
Veerabhadran BaladandayuthapaniDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
Pages 779-793 | Received 01 Jun 2015, Published online: 12 Apr 2017

Citations (12)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (1)

Federico Castelletti & Stefano Peluso. (2023) Network Structure Learning Under Uncertain Interventions. Journal of the American Statistical Association 118:543, pages 2117-2128.
Read now

Articles from other publishers (11)

Fangting Zhou, Kejun He, Kunbo Wang, Yanxun Xu & Yang Ni. (2023) Functional Bayesian networks for discovering causality from multivariate functional data. Biometrics.
Crossref
Federico Castelletti & Guido Consonni. (2022) Bayesian graphical modeling for heterogeneous causal effects. Statistics in Medicine 42:1, pages 15-32.
Crossref
Katherine H. Shutta, Roberta De Vito, Denise M. Scholtens & Raji Balasubramanian. (2022) Gaussian graphical models with applications to omics analyses. Statistics in Medicine 41:25, pages 5150-5187.
Crossref
Laura Codazzi, Alessandro Colombi, Matteo Gianella, Raffaele Argiento, Lucia Paci & Alessia Pini. (2022) Gaussian graphical modeling for spectrometric data analysis. Computational Statistics & Data Analysis 174, pages 107416.
Crossref
Yang Ni, Veerabhadran Baladandayuthapani, Marina Vannucci & Francesco C. Stingo. (2021) Bayesian graphical models for modern biological applications. Statistical Methods & Applications 31:2, pages 197-225.
Crossref
Federico Castelletti & Alessandro Mascaro. (2021) Structural learning and estimation of joint causal effects among network-dependent variables. Statistical Methods & Applications 30:5, pages 1289-1314.
Crossref
Dong LiangGeneviève M. NesslageMichael J. WilbergThomas J. Miller. (2021) Ranking ecosystem impacts on Chesapeake Bay blue crab ( Callinectes sapidus ) using empirical Gaussian Graphical Models . Canadian Journal of Fisheries and Aquatic Sciences 78:3, pages 245-254.
Crossref
Federico Castelletti & Guido Consonni. (2020) Bayesian inference of causal effects from observational data in Gaussian graphical models. Biometrics 77:1, pages 136-149.
Crossref
Xiao Guo & Hai Zhang. (2018) Sparse directed acyclic graphs incorporating the covariates. Statistical Papers 61:5, pages 2119-2148.
Crossref
Yang Ni, Peter Müller, Lin Wei & Yuan Ji. (2018) Bayesian graphical models for computational network biology. BMC Bioinformatics 19:S3.
Crossref
Jeffrey S. MorrisVeerabhadran Baladandayuthapani. (2017) Statistical contributions to bioinformatics: Design, modelling, structure learning and integration. Statistical Modelling 17:4-5, pages 245-289.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.