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Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 10/2018, Volume 56, Issue 10, pp. 5910 - 5922
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 06/2010, Volume 105, Issue 490, pp. 713 - 726
Journal Article
The Annals of Statistics, ISSN 0090-5364, 6/2006, Volume 34, Issue 3, pp. 1436 - 1462
.... Covariance selection aims at estimating those structural zeros from data. We show that neighborhood selection with the Lasso is a computationally attractive alternative to standard covariance selection for sparse high-dimensional graphs... 
Maximum likelihood estimation | Gaussian distributions | Neighborhoods | Covariance | Linear regression | Connectivity | Random variables | Covariance matrices | Consistent estimators | Oracles | Graphical Model Methods in Statistics | Gaussian graphical models | Penalized regression | Covariance selection | REGRESSION | covariance selection | MODEL SELECTION | ESTIMATORS | linear regression | STATISTICS & PROBABILITY | penalized regression | 62J07 | 62H20 | 62F12
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 6/2012, Volume 74, Issue 3, pp. 593 - 622
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 02/2014, Volume 124, pp. 451 - 464
Heckman selection model is the most popular econometric model in analysis of data with sample selection... 
Data augmentation | Sample selection | Heavy-tailedness | Restricted covariance matrix | Parameter expansion | MULTINOMIAL PROBIT MODEL | STATISTICS & PROBABILITY | Analysis | Econometric models | Models
Journal Article
Source Code for Biology and Medicine, ISSN 1751-0473, 12/2008, Volume 3, Issue 1, pp. 17 - 17
.... There are several variable selection algorithms in existence. Those methods are mechanical and as such carry some limitations... 
Logistic regression | Usage | Algorithms | Research | Analysis of covariance | Methods
Journal Article
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 6/2009, Volume 71, Issue 3, pp. 549 - 592
Journal Article