Shen X - Search Results

1

A New Semiparametric Approach to Finite Mixture of Regressions using Penalized Regression via Fusion.

Austin E, Pan W, Shen X. Austin E, et al. Among authors: shen x. Stat Sin. 2020 Apr;30(2):783-807. doi: 10.5705/ss.202016.0531. Stat Sin. 2020. PMID: 34824523 Free PMC article.

2

Semi-supervised learning via penalized mixture model with application to microarray sample classification.

Pan W, Shen X, Jiang A, Hebbel RP. Pan W, et al. Among authors: shen x. Bioinformatics. 2006 Oct 1;22(19):2388-95. doi: 10.1093/bioinformatics/btl393. Epub 2006 Jul 26. Bioinformatics. 2006. PMID: 16870935

3

Variable selection in penalized model-based clustering via regularization on grouped parameters.

Xie B, Pan W, Shen X. Xie B, et al. Among authors: shen x. Biometrics. 2008 Sep;64(3):921-930. doi: 10.1111/j.1541-0420.2007.00955.x. Epub 2007 Dec 20. Biometrics. 2008. PMID: 18162109

4

Network-based support vector machine for classification of microarray samples.

Zhu Y, Shen X, Pan W. Zhu Y, et al. Among authors: shen x. BMC Bioinformatics. 2009 Jan 30;10 Suppl 1(Suppl 1):S21. doi: 10.1186/1471-2105-10-S1-S21. BMC Bioinformatics. 2009. PMID: 19208121 Free PMC article.

5

Incorporating predictor network in penalized regression with application to microarray data.

Pan W, Xie B, Shen X. Pan W, et al. Among authors: shen x. Biometrics. 2010 Jun;66(2):474-84. doi: 10.1111/j.1541-0420.2009.01296.x. Epub 2009 Jul 23. Biometrics. 2010. PMID: 19645699 Free PMC article.

6

Penalized model-based clustering with cluster-specific diagonal covariance matrices and grouped variables.

Xie B, Pan W, Shen X. Xie B, et al. Among authors: shen x. Electron J Stat. 2008;2:168-212. doi: 10.1214/08-EJS194. Electron J Stat. 2008. PMID: 19920875 Free PMC article.

7

Test selection with application to detecting disease association with multiple SNPs.

Pan W, Han F, Shen X. Pan W, et al. Among authors: shen x. Hum Hered. 2010;69(2):120-30. doi: 10.1159/000264449. Epub 2009 Dec 4. Hum Hered. 2010. PMID: 19996609 Free PMC article.

8

Penalized mixtures of factor analyzers with application to clustering high-dimensional microarray data.

Xie B, Pan W, Shen X. Xie B, et al. Among authors: shen x. Bioinformatics. 2010 Feb 15;26(4):501-8. doi: 10.1093/bioinformatics/btp707. Epub 2009 Dec 23. Bioinformatics. 2010. PMID: 20031967 Free PMC article.

9

On large margin hierarchical classification with multiple paths.

Wang J, Shen X, Pan W. Wang J, et al. Among authors: shen x. J Am Stat Assoc. 2009 Sep 1;104(487):1213. doi: 10.1198/jasa.2009.tm08084. J Am Stat Assoc. 2009. PMID: 20148190 Free PMC article.

10

Support Vector Machines with Disease-gene-centric Network Penalty for High Dimensional Microarray Data.

Zhu Y, Pan W, Shen X. Zhu Y, et al. Among authors: shen x. Stat Interface. 2009 Summer;2(3):257-269. doi: 10.4310/sii.2009.v2.n3.a1. Stat Interface. 2009. PMID: 20401316 Free PMC article.

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