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Directional FDR Control for Sub-Gaussian Sparse GLMs


May 02, 2021
Chang Cui, Jinzhu Jia, Yijun Xiao, Huiming Zhang

* 37 pages 

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Elastic-net regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signals Detection


Jan 26, 2018
Huiming Zhang, Jinzhu Jia

* 43 pages 

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Concise comparative summaries (CCS) of large text corpora with a human experiment


Apr 29, 2014
Jinzhu Jia, Luke Miratrix, Bin Yu, Brian Gawalt, Laurent El Ghaoui, Luke Barnesmoore, Sophie Clavier

* Annals of Applied Statistics 2014, Vol. 8, No. 1, 499-529 
* Published in at http://dx.doi.org/10.1214/13-AOAS698 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org

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Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs


Jan 27, 2014
Yangbo He, Jinzhu Jia, Bin Yu

* Annals of Statistics 2013, Vol. 41, No. 4, 1742-1779 
* Published in at http://dx.doi.org/10.1214/13-AOS1125 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

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Supplement to "Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs"


Aug 10, 2013
Yangbo He, Jinzhu Jia, Bin Yu

* 14 papges 

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On pattern recovery of the fused Lasso


Nov 22, 2012
Junyang Qian, Jinzhu Jia

* 25 pages, 5 figures 

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The Lasso under Heteroscedasticity


Nov 03, 2010
Jinzhu Jia, Karl Rohe, Bin Yu

* 39 pages, 2 figures 

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