Eric F. Lock, Ph.D. - Publications

Affiliations: 
2012 Statistics University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Statistics, Biostatistics Biology

16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Samorodnitsky S, Hoadley KA, Lock EF. A Pan-Cancer and Polygenic Bayesian Hierarchical Model for the Effect of Somatic Mutations on Survival. Cancer Informatics. 19: 1176935120907399. PMID 32116467 DOI: 10.1177/1176935120907399  0.307
2019 Park JY, Lock EF. Integrative Factorization of Bidimensionally Linked Matrices. Biometrics. PMID 31444786 DOI: 10.1111/Biom.13141  0.397
2018 O'Connell MJ, Lock EF. Linked Matrix Factorization. Biometrics. PMID 30516272 DOI: 10.1111/Biom.13010  0.332
2018 Lock EF. Tensor-on-tensor regression. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 27: 638-647. PMID 30337798 DOI: 10.1080/10618600.2017.1401544  0.314
2018 Zhu H, Li G, Lock EF. Generalized integrative principal component analysis for multi-type data with block-wise missing structure. Biostatistics (Oxford, England). PMID 30247540 DOI: 10.1093/Biostatistics/Kxy052  0.504
2018 Lock EF, Li G. Supervised multiway factorization. Electronic Journal of Statistics. 12: 1150-1180. PMID 29675120 DOI: 10.1214/18-Ejs1421  0.464
2017 Kaplan A, Lock EF. Prediction With Dimension Reduction of Multiple Molecular Data Sources for Patient Survival. Cancer Informatics. 16: 1176935117718517. PMID 28747816 DOI: 10.1177/1176935117718517  0.381
2017 Lyu T, Lock EF, Eberly LE. Discriminating sample groups with multi-way data. Biostatistics (Oxford, England). PMID 28115314 DOI: 10.1093/Biostatistics/Kxw057  0.362
2017 Lock EF, Dunson DB. Bayesian genome- and epigenome-wide association studies with gene level dependence. Biometrics. PMID 28083869 DOI: 10.1111/Biom.12649  0.319
2016 O'Connell MJ, Lock EF. R.JIVE for exploration of multi-source molecular data. Bioinformatics (Oxford, England). PMID 27273669 DOI: 10.1093/Bioinformatics/Btw324  0.365
2015 Lock EF, Dunson DB. Shared kernel Bayesian screening. Biometrika. 102: 829-842. PMID 27046939 DOI: 10.1093/Biomet/Asv032  0.321
2015 Kuligowski J, Pérez-Guaita D, Sánchez-Illana Á, León-González Z, de la Guardia M, Vento M, Lock EF, Quintás G. Analysis of multi-source metabolomic data using joint and individual variation explained (JIVE). The Analyst. 140: 4521-9. PMID 25988771 DOI: 10.1039/C5An00706B  0.381
2014 Markunas CA, Lock E, Soldano K, Cope H, Ding CK, Enterline DS, Grant G, Fuchs H, Ashley-Koch AE, Gregory SG. Identification of Chiari Type I Malformation subtypes using whole genome expression profiles and cranial base morphometrics. Bmc Medical Genomics. 7: 39. PMID 24962150 DOI: 10.1186/1755-8794-7-39  0.352
2013 Lock EF, Hoadley KA, Marron JS, Nobel AB. JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES. The Annals of Applied Statistics. 7: 523-542. PMID 23745156 DOI: 10.1214/12-Aoas597  0.586
2012 Lock EF, Abdo N, Huang R, Xia M, Kosyk O, O'Shea SH, Zhou YH, Sedykh A, Tropsha A, Austin CP, Tice RR, Wright FA, Rusyn I. Quantitative high-throughput screening for chemical toxicity in a population-based in vitro model. Toxicological Sciences : An Official Journal of the Society of Toxicology. 126: 578-88. PMID 22268004 DOI: 10.1093/Toxsci/Kfs023  0.302
2011 Lock EF, Nobel AB, Marron JS. Comment Journal of the American Statistical Association. 106: 798-802. DOI: 10.1198/jasa.2011.ap11236  0.48
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