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Backward multiple imputation estimation of the conditional lifetime expectancy function with application to censored human longevity data. Kong J, Klein BEK, Klein R, Wahba G. Proceedings of the National Academy of Sciences USA 112(39):12069–12074, 2015.

Hematopoietic signaling mechanism revealed from a stem/progenitor cell cistrome. Hewitt KJ, Kim DH, Devadas P, Prathibha R, Zuo C, Sanalkumar R, Johnson D, Kang Y-A, Kim J-S, Dewey CN, Keles S, Bresnick EH. Molecular Cell 9(1):62–74, 2015.

Manifold-valued Dirichlet processes. Kim HJ, Xu J, Vemuri BC, Singh V. Proceedings of International Conference on Machine Learning, 2015.

Statistical inference models for image datasets with systematic variations. Kim WH, Bendlin BB, Chung MK, Johnson SC, Singh V. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2015.

Gaze-enabled egocentric video summarization via constrained submodular maximization. Xu J, Mukherjee L, Li Y, Warner J, Rehg JM, Singh V. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2015.

EBSeq-HMM: A Bayesian approach for identifying gene-expression changes in ordered RNA-seq experiments. Leng N, Li Y, McIntosh BE, Nguyen BK, Duffin B, Tian S, Thomson JA, Dewey C, Stewart R, Kendziorski C. Bioinformatics 31(16):2614-2622, 2015.

Predicting malignancy from mammography findings and image-guided core biopsies. Ferreira P, Fonseca NA, Dutra I, Woods R, Burnside E. International Journal of Data Mining and Bioinformatics 11(3):257-276, 2015.

Multiset statistics for gene set analysis. Newton MA, Wang Z. Annual Review of Statistics and Its Application 2:95-111, 2015.

Making the cut: improved ranking and selection for large-scale inference. Henderson NC, Newton MA. Journal of the Royal Statistical Society Series B, doi: 10.1111/rssb.12131, 2015.

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