Kang J - Search Results

1

Across-Platform Imputation of DNA Methylation Levels Incorporating Nonlocal Information Using Penalized Functional Regression.

Zhang G, Huang KC, Xu Z, Tzeng JY, Conneely KN, Guan W, Kang J, Li Y. Zhang G, et al. Among authors: kang j. Genet Epidemiol. 2016 May;40(4):333-40. doi: 10.1002/gepi.21969. Epub 2016 Apr 7. Genet Epidemiol. 2016. PMID: 27061717 Free PMC article.

2

AbCD: arbitrary coverage design for sequencing-based genetic studies.

Kang J, Huang KC, Xu Z, Wang Y, Abecasis GR, Li Y. Kang J, et al. Bioinformatics. 2013 Mar 15;29(6):799-801. doi: 10.1093/bioinformatics/btt041. Epub 2013 Jan 28. Bioinformatics. 2013. PMID: 23357921 Free PMC article.

3

Partition-based ultrahigh-dimensional variable screening.

Kang J, Hong HG, Li YI. Kang J, et al. Biometrika. 2017 Nov;104(4):785-800. doi: 10.1093/biomet/asx052. Epub 2017 Oct 9. Biometrika. 2017. PMID: 29643546 Free PMC article.

4

The Lq- NORM LEARNING FOR ULTRAHIGH-DIMENSIONAL SURVIVAL DATA: AN INTEGRATIVE FRAMEWORK.

Hong HG, Chen X, Kang J, Li Y. Hong HG, et al. Among authors: kang j. Stat Sin. 2020 Jul;30(3):1213-1233. doi: 10.5705/ss.202017.0537. Stat Sin. 2020. PMID: 32742137 Free PMC article.

5

Missing value imputation for LC-MS metabolomics data by incorporating metabolic network and adduct ion relations.

Jin Z, Kang J, Yu T. Jin Z, et al. Among authors: kang j. Bioinformatics. 2018 May 1;34(9):1555-1561. doi: 10.1093/bioinformatics/btx816. Bioinformatics. 2018. PMID: 29272352 Free PMC article.

6

A spatial Bayesian latent factor model for image-on-image regression.

Guo C, Kang J, Johnson TD. Guo C, et al. Among authors: kang j. Biometrics. 2022 Mar;78(1):72-84. doi: 10.1111/biom.13420. Epub 2021 Jan 13. Biometrics. 2022. PMID: 33368210 Free PMC article.

7

Penalized deep partially linear cox models with application to CT scans of lung cancer patients.

Sun Y, Kang J, Haridas C, Mayne N, Potter A, Yang CF, Christiani DC, Li Y. Sun Y, et al. Among authors: kang j. Biometrics. 2024 Jan 29;80(1):ujad024. doi: 10.1093/biomtc/ujad024. Biometrics. 2024. PMID: 38412302

8

A selective overview of feature screening methods with applications to neuroimaging data.

He K, Xu H, Kang J. He K, et al. Among authors: kang j. Wiley Interdiscip Rev Comput Stat. 2019 Mar-Apr;11(2):e1454. doi: 10.1002/wics.1454. Epub 2018 Sep 21. Wiley Interdiscip Rev Comput Stat. 2019. PMID: 32435328 Free PMC article.

9

Efficient pairwise composite likelihood estimation for spatial-clustered data.

Bai Y, Kang J, Song PX. Bai Y, et al. Among authors: kang j. Biometrics. 2014 Sep;70(3):661-70. doi: 10.1111/biom.12199. Epub 2014 Jun 19. Biometrics. 2014. PMID: 24945876 Free PMC article.

10

A BAYESIAN NONPARAMETRIC MIXTURE MODEL FOR SELECTING GENES AND GENE SUBNETWORKS.

Zhao Y, Kang J, Yu T. Zhao Y, et al. Among authors: kang j. Ann Appl Stat. 2014 Jun;8(2):999-1021. doi: 10.1214/14-AOAS719. Ann Appl Stat. 2014. PMID: 25984253 Free PMC article.

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