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Functional Graphical Models

Published:2018-08-15 Issue:525 Volume:114 Page:211-222
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Qiao Xinghao¹,Guo Shaojun²,James Gareth M.³

Affiliation:

1. Department of Statistics, London School of Economics, London, UK

2. Institute of Statistics and Big Data, Renmin University of China, Beijing, P.R. China

3. Department of Data Sciences and Operations, University of Southern California, Los Angeles, CA

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2017.1390466

Reference37 articles.

1. Linear Processes in Function Spaces

2. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

3. A Constrainedℓ1Minimization Approach to Sparse Precision Matrix Estimation

4. The Dantzig selector: Statistical estimation when p is much larger than n

5. The joint graphical lasso for inverse covariance estimation across multiple classes

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