Simultaneous Variable and Covariance Selection With the Multivariate Spike-and-Slab LASSO-Reference-Cited by-同舟云学术

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Simultaneous Variable and Covariance Selection With the Multivariate Spike-and-Slab LASSO

Published:2019-05-17 Issue:4 Volume:28 Page:921-931
ISSN:1061-8600
Container-title:Journal of Computational and Graphical Statistics
language:en
Short-container-title:Journal of Computational and Graphical Statistics

Author:

Deshpande Sameer K.¹^ORCID,Ročková Veronika²,George Edward I.³

Affiliation:

1. Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA;

2. Department of Econometrics and Statistics at Booth School of Business, University of Chicago, Chicago, IL;

3. Department of Statistics, University of Pennsylvania, Philadelphia, PA

Funder

Division of Mathematical Sciences

NSF

Publisher

Informa UK Limited

Subject

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

Link

https://www.tandfonline.com/doi/pdf/10.1080/10618600.2019.1593179

Reference50 articles.

1. Sparse time series chain graphical models for reconstructing genetic networks

2. Bayesian structure learning in graphical models

3. Joint High‐Dimensional Bayesian Variable and Covariance Selection with an Application to eQTL Analysis

4. Predicting Multivariate Responses in Multiple Linear Regression

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