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Sandra E. Sinisi, Ph.D. - Publications

Affiliations: 
2006 University of California, Berkeley, Berkeley, CA, United States 
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8 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
2009 Bembom O, Petersen ML, Rhee SY, Fessel WJ, Sinisi SE, Shafer RW, van der Laan MJ. Biomarker discovery using targeted maximum-likelihood estimation: application to the treatment of antiretroviral-resistant HIV infection. Statistics in Medicine. 28: 152-72. PMID 18825650 DOI: 10.1002/Sim.3414  0.64
2008 Petersen ML, Molinaro AM, Sinisi SE, van der Laan MJ. Cross-Validated Bagged Learning. Journal of Multivariate Analysis. 25: 260-266. PMID 19255599 DOI: 10.1016/J.Jmva.2007.07.004  0.706
2007 Sinisi SE, Polley EC, Petersen ML, Rhee SY, van der Laan MJ. Super learning: an application to the prediction of HIV-1 drug resistance. Statistical Applications in Genetics and Molecular Biology. 6: Article7. PMID 17402922 DOI: 10.2202/1544-6115.1240  0.709
2006 Sinisi SE, Neugebauer R, van der Laan MJ. Cross-validated bagged prediction of survival. Statistical Applications in Genetics and Molecular Biology. 5: Article12. PMID 16676466 DOI: 10.2202/1544-6115.1180  0.672
2006 Petersen ML, Sinisi SE, van der Laan MJ. Estimation of direct causal effects. Epidemiology (Cambridge, Mass.). 17: 276-84. PMID 16617276 DOI: 10.1097/01.Ede.0000208475.99429.2D  0.653
2005 Birkner MD, Sinisi SE, van der Laan MJ. Multiple testing and data adaptive regression: an application to HIV-1 sequence data. Statistical Applications in Genetics and Molecular Biology. 4: Article8. PMID 16646861 DOI: 10.2202/1544-6115.1110  0.661
2004 Sinisi SE, van der Laan MJ. Deletion/substitution/addition algorithm in learning with applications in genomics. Statistical Applications in Genetics and Molecular Biology. 3: Article18. PMID 16646796 DOI: 10.2202/1544-6115.1069  0.644
2003 Dudoit S, van der Laan MJ, Keleş S, Molinaro AM, Sinisi SE, Teng SL. Loss-based estimation with cross-validation Acm Sigkdd Explorations Newsletter. 5: 56-68. DOI: 10.1145/980972.980981  0.713
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