Bayesian model choice and information criteria in sparse generalized linear models

23 December 2011

Papers citing "Bayesian model choice and information criteria in sparse generalized linear models"

11 / 11 papers shown

Title
Selection Consistency of EBIC for GLIM with Non-canonical Links and Diverging Number of Parameters S. Luo Zehua Chen 63 9 0 13 Dec 2011
Extended BIC for linear regression models with diverging number of relevant features and high or ultra-high feature spaces S. Luo Zehua Chen 49 46 0 13 Jul 2011
Consistency of Bayesian Linear Model Selection With a Growing Number of Parameters Zuofeng Shang M. Clayton 50 29 0 04 Feb 2011
Extended Bayesian Information Criteria for Gaussian Graphical Models Rina Foygel Mathias Drton 82 866 0 30 Nov 2010
Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem James G. Scott J. Berger 94 581 0 10 Nov 2010
Consistency of objective Bayes factors as the model dimension grows E. Moreno Javier Girón George Casella 65 91 0 19 Oct 2010
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 144 957 0 02 Oct 2010
Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models Han Liu Kathryn Roeder Larry A. Wasserman 62 484 0 16 Jun 2010
$High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence$ High-dimensional covariance estimation by minimizing $\ell_1$ -penalized log-determinant divergence Pradeep Ravikumar Martin J. Wainwright Garvesh Raskutti Bin Yu 161 874 0 21 Nov 2008
On the "degrees of freedom" of the lasso H. Zou Trevor Hastie Robert Tibshirani 130 1,040 0 06 Dec 2007
Bayesian variable selection for high dimensional generalized linear models: convergence rates of the fitted densities Wenxin Jiang 375 93 0 18 Oct 2007