Neufeld and Witten (2021) From two cultures to one. <i>Observational Studies</i> 7(1): 171-174. [paper] Read More 2021Daniela WittenJuly 6, 2021
Neufeld, Gao, and Witten (2022) Tree-values: Selective inference for regression trees. <i>Journal of Machine Learning Research</i>: 23(305): 1-43. [paper] [software] Read More 2022Daniela WittenJuly 1, 2021
Chen, Jewell, and Witten (2023) Quantifying uncertainty in spikes estimated from calcium imaging data. <i> Biostatistics</i> 24(2): 481-501. [paper] [software] Read More 2023Daniela WittenJune 4, 2021
Fleming, Jewell, Engelhard, Witten, and Witten (2021) Inferring spikes from calcium imaging in dopamine neurons. <i>PLoS ONE</i> 16(6): e0252345. [paper] [software and data] Read More 2021Daniela WittenDecember 23, 2020
Gao, Bien, and Witten (2022) Selective inference for hierarchical clustering. To appear in <i>Journal of the American Statistical Association</i>. [paper] [software] Read More 2022Daniela WittenDecember 23, 2020
Nofallah, Mehta, Mercan, . . . and Shapiro. (2021) Machine learning techniques for mitoses classification. <i>Computerized Medical Imaging and Graphics</i> 87: 101832. [paper] Read More 2021Daniela WittenDecember 23, 2020
Zhao, Witten, and Shojaie (2021) In defense of the indefensible: a very naive approach to high-dimensional inference. <i>Statistical Science</i> 36(4): 562-577. [paper] Read More 2021Daniela WittenOctober 29, 2020
Xia, Ma, Cui, Bzdok, Thirion, Bassett, Satterthwaite, Shinohara, Witten (2020) Multi-Scale Network Regression .... <i>Human Brain Mapping</i> 41: 2553-2566. [paper] Read More 2020Daniela WittenJune 25, 2020
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. [paper] Read More 2020Daniela WittenJanuary 20, 2020
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. [paper] Read More 2020Daniela WittenJanuary 20, 2020
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>. [paper] Read More 2019Daniela WittenJanuary 20, 2020
de Vries, Lecoq, Buice, . . . , Witten, . . . and Koch (2020) A large-scale, standardized physiological survey reveals higher order... <i>Nature Neuroscience</I> 23: 138-151. [paper] Read More 2020Daniela WittenOctober 15, 2019
Gao, Witten, and Bien (2022) Testing for association in multi-view network data. <i>Biometrics</i> 78(3): 1018-1030. [paper] [software] Read More 2022Daniela WittenOctober 15, 2019
Yu, Witten, and Bien (2022) Controlling costs: feature selection on a budget. <i>STAT</i> 11(1): e427. [paper] Read More 2022Daniela WittenOctober 15, 2019
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. [paper] [software] Read More 2022Daniela WittenOctober 15, 2019
Padilla, Sharpnack, Chen, and Witten (2020) Adaptive non-parametric regression with the K-NN fused lasso. <i>Biometrika</i> 107(2): 293-310. [paper] Read More 2020Daniela WittenJuly 8, 2019
Martin, Witten, and Willis (2019) Modeling microbial abundances and dysbiosis with beta-binomial regression. <i> Annals of Applied Statistics</i> 14(1): 94-115. [paper] [software] Read More 2019Daniela WittenJuly 3, 2019
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. [paper] Read More 2017Daniela WittenMay 21, 2019
James, Witten, Hastie, and Tibshirani (2013) An Introduction to Statistical Learning. <i>Springer Series in Statistics.</i> 426 pages. [website] [amazon] Read More 2013Daniela WittenMay 20, 2019
Rentzsch et al. (2019) CADD: Predicting the deleteriousness of variants throughout the human genome. <i>Nucleic Acids Research</i> 47(D1): D886- D894. [paper] [software] Read More 2019Daniela WittenMay 20, 2019
