JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES von Lock, Eric F., Hoadley, Katherine A., Marron, J. S., Nobel, Andrew B.

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Reconstruction of a low-rank matrix in the presence of Gaussian noise von Shabalin, Andrey A., Nobel, Andrew B.

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Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes von PARKER, Joel S, MULLINS, Michael, QUACKENBUSH, John F, STIJLEMAN, Inge J, PALAZZO, Juan, MARRON, J. S, NOBEL, Andrew B, MARDIS, Elaine, NIELSEN, Torsten O, ELLIS, Matthew J, PEROU, Charles M, BERNARD, Philip S, CHEANG, Maggie C. U, LEUNG, Samuel, VODUC, David, VICKERY, Tammi, DAVIES, Sherri, FAURON, Christiane, XIAPING HE, ZHIYUAN HU

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HT-eQTL: integrative expression quantitative trait loci analysis in a large number of human tissues von Li, Gen, Jima, Dereje, Wright, Fred A, Nobel, Andrew B

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Merging two gene-expression studies via cross-platform normalization von Shabalin, Andrey A., Tjelmeland, Håkon, Fan, Cheng, Perou, Charles M., Nobel, Andrew B.

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Heading down the wrong pathway: on the influence of correlation within gene sets von Gatti, Daniel M, Barry, William T, Nobel, Andrew B, Rusyn, Ivan, Wright, Fred A

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I-Boost: an integrative boosting approach for predicting survival time with multiple genomics platforms von Wong, Kin Yau, Fan, Cheng, Tanioka, Maki, Parker, Joel S, Nobel, Andrew B, Zeng, Donglin, Lin, Dan-Yu, Perou, Charles M

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Significance-based community detection in weighted networks von Palowitch, John, Bhamidi, Shankar, Nobel, Andrew B

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EMPIRICAL RISK MINIMIZATION AND COMPLEXITY OF DYNAMICAL MODELS von McGoff, Kevin, Nobel, Andrew B.

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The Set2/Rpd3S pathway suppresses cryptic transcription without regard to gene length or transcription frequency von Lickwar, Colin R, Rao, Bhargavi, Shabalin, Andrey A, Nobel, Andrew B, Strahl, Brian D, Lieb, Jason D

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Community Extraction in Multilayer Networks with Heterogeneous Community Structure von Wilson, James D, Palowitch, John, Bhamidi, Shankar, Nobel, Andrew B

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Alignment and comparison of directed networks via transition couplings of random walks von Yi, Bongsoo, O’Connor, Kevin, McGoff, Kevin, Nobel, Andrew B

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Gibbs posterior convergence and the thermodynamic formalism von McGoff, Kevin, Mukherjee, Sayan, Nobel, Andrew B.

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ACTOR: a latent Dirichlet model to compare expressed isoform proportions to a reference panel von McCabe, Sean D, Nobel, Andrew B, Love, Michael I

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permutation approach for selecting the penalty parameter in penalized model selection von Sabourin, Jeremy A, Valdar, William, Nobel, Andrew B

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Concordance among Gene-Expression–Based Predictors for Breast Cancer von Fan, Cheng, Oh, Daniel S, Wessels, Lodewyk, Weigelt, Britta, Nuyten, Dimitry S.A, Nobel, Andrew B, van't Veer, Laura J, Perou, Charles M

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A Statistical Framework for Testing Functional Categories in Microarray Data von Barry, William T., Nobel, Andrew B., Wright, Fred A.

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Supervised singular value decomposition and its asymptotic properties von Li, Gen, Yang, Dan, Nobel, Andrew B., Shen, Haipeng

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An empirical Bayes approach for multiple tissue eQTL analysis von Li, Gen, Shabalin, Andrey A, Rusyn, Ivan, Wright, Fred A, Nobel, Andrew B

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Fine-Mapping Additive and Dominant SNP Effects Using Group-LASSO and Fractional Resample Model Averaging von Sabourin, Jeremy, Nobel, Andrew B., Valdar, William

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