Shen, Gao, Witten, and Han (2020) Optimal estimation of variance in non-parametric regression with random design. <i>Annals of Statistics</i> 48(6): 3589-3618.
Shen, Han, and Witten (2020) Exponential inequalities for dependent V-statistics via random Fourier features. <i>Electronic Journal of Probability</i> 25(7): 1-18.
Zdeblick, Shea-Brown, Witten, and Buice (2019). Data-driven discovery of functional cell types that improve models of neural activity. <i>NeurIPS Neuro-AI Workshop</i>.
de Vries, Lecoq, Buice, . . . , Witten, . . . and Koch (2020) A large-scale, standardized physiological survey reveals higher order... <i>Nature Neuroscience</I> 23: 138-151.
Gao, Witten, and Bien (2022) Testing for association in multi-view network data. <i>Biometrics</i> 78(3): 1018-1030.
Yu, Witten, and Bien (2022) Controlling costs: feature selection on a budget. <i>STAT</i> 11(1): e427.
Jewell, Fearnhead, and Witten (2022) Testing for a change in mean after changepoint detection. <i>Journal of the Royal Statistical Society, Series B</i> 84(4): 1082-1104.
Padilla, Sharpnack, Chen, and Witten (2020) Adaptive non-parametric regression with the K-NN fused lasso. <i>Biometrika</i> 107(2): 293-310.
Martin, Witten, and Willis (2019) Modeling microbial abundances and dysbiosis with beta-binomial regression. <i> Annals of Applied Statistics</i> 14(1): 94-115.
Inoue et al. (2017) A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity. <i>Genome Research</i> 27(1): 38-52.
James, Witten, Hastie, and Tibshirani (2013) An Introduction to Statistical Learning. <i>Springer Series in Statistics.</i> 426 pages.
Rentzsch et al. (2019) CADD: Predicting the deleteriousness of variants throughout the human genome. <i>Nucleic Acids Research</i> 47(D1): D886- D894.
Chou et al. (2008) Postoperative pain following foot and ankle surgery: a prospective study. <i>Foot and Ankle International</i> 29(11): 1064-1069
Wu and Witten (2019) Flexible and interpretable models for survival data. <i>Journal of Computational and Graphical Statistics</i> 28(4): 954-966.
Gao, Bien, and Witten (2020) Are clusterings of multiple data views independent? <i>Biostatistics</i> 21(4): 692–708.
Jewell, Hocking, Fearnhead, and Witten (2020) Fast non-convex deconvolution of calcium imaging data. <i>Biostatistics</i> 21(4): 709–726.
Yu, Bien, and Witten (2019) Discussion of “Covariate-assisted ranking and screening for large-scale ...” <i>Journal of the Royal Statistical Society, Series B</i> 81(2): 229-231.
Jewell and Witten (2019) Discussion of “Gene hunting with hidden Markov model knockoffs”. <i>Biometrika</i> 106(1): 23-26.
Petersen and Witten (2018) Data-adaptive additive modeling. <i>Statistics in Medicine</i> 38(4): 583-600.
Morrison, Simon, and Witten (2017) Simultaneous detection and estimation of trait associations with genomic phenotypes. <i>Biostatistics</i> 18(1): 147-164.