Daniela Witten

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Martin BD, Witten D, Willis AD. (2020) MODELING MICROBIAL ABUNDANCES AND DYSBIOSIS WITH BETA-BINOMIAL REGRESSION. The Annals of Applied Statistics. 14: 94-115
Wu J, Witten D. (2019) Flexible and Interpretable Models for Survival Data. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 28: 954-966
Jewell S, Witten D. (2018) EXACT SPIKE TRAIN INFERENCE VIA ℓ OPTIMIZATION. The Annals of Applied Statistics. 12: 2457-2482
Petersen A, Simon N, Witten D. (2018) SCALPEL: EXTRACTING NEURONS FROM CALCIUM IMAGING DATA. The Annals of Applied Statistics. 12: 2430-2456
Petersen A, Witten D. (2018) Data-adaptive additive modeling. Statistics in Medicine
Haris A, Witten D, Simon N. (2016) Convex Modeling of Interactions with Strong Heredity. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 25: 981-1004
Petersen A, Witten D, Simon N. (2016) Fused Lasso Additive Model. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 25: 1005-1025
Petersen A, Simon N, Witten D. (2016) Convex Regression with Interpretable Sharp Partitions. Journal of Machine Learning Research : Jmlr. 17
Morrison J, Simon N, Witten D. (2016) Simultaneous detection and estimation of trait associations with genomic phenotypes. Biostatistics (Oxford, England)
Sheng E, Witten D, Zhou XH. (2016) Hypothesis testing for differentially correlated features. Biostatistics (Oxford, England)