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Michael R. Kosorok

Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, U.S.A

Kernel Assisted Learning for Personalized Dose Finding


Jul 19, 2020
Liangyu Zhu, Wenbin Lu, Michael R. Kosorok, Rui Song

* Accepted for KDD 2020 

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Missing Data Imputation for Classification Problems


Feb 25, 2020
Arkopal Choudhury, Michael R. Kosorok

* 27 pages, 5 figures 

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Technical Background for "A Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight Loss Treatments for Overweight and Obese Adults with Knee Osteoarthritis"


Feb 20, 2020
Xiaotong Jiang, Amanda E. Nelson, Rebecca J. Cleveland, Daniel P. Beavers, Todd A. Schwartz, Liubov Arbeeva, Carolina Alvarez, Leigh F. Callahan, Stephen Messier, Richard Loeser, Michael R. Kosorok


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A Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight Loss Treatments for Overweight and Obese Adults with Knee Osteoarthritis


Jan 27, 2020
Xiaotong Jiang, Amanda E. Nelson, Rebecca J. Cleveland, Daniel P. Beavers, Todd A. Schwartz, Liubov Arbeeva, Carolina Alvarez, Leigh F. Callahan, Stephen Messier, Richard Loeser, Michael R. Kosorok


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Estimating heterogeneous treatment effects with right-censored data via causal survival forests


Jan 27, 2020
Yifan Cui, Michael R. Kosorok, Stefan Wager, Ruoqing Zhu


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High dimensional precision medicine from patient-derived xenografts


Dec 13, 2019
Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen, Michael T. Lawson, Longshaokan Wang, Yunshu Zhang, Eric B. Laber, Yufeng Liu, Jen Jen Yeh, Donglin Zeng, Michael R. Kosorok


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Testing Independence with the Binary Expansion Randomized Ensemble Test


Dec 11, 2019
Duyeol Lee, Kai Zhang, Michael R. Kosorok


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Estimating Individualized Treatment Regimes from Crossover Designs


Feb 05, 2019
Crystal T. Nguyen, Daniel J. Luckett, Anna R. Kahkoska, Grace E. Shearrer, Donna Spruijt-Metz, Jaimie N. Davis, Michael R. Kosorok


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Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines


Jul 17, 2018
Daniel J. Luckett, Eric B. Laber, Samer S. El-Kamary, Cheng Fan, Ravi Jhaveri, Charles M. Perou, Fatma M. Shebl, Michael R. Kosorok


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Estimation and Optimization of Composite Outcomes


Feb 13, 2018
Daniel J. Luckett, Eric B. Laber, Michael R. Kosorok


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Causal nearest neighbor rules for optimal treatment regimes


Nov 22, 2017
Xin Zhou, Michael R. Kosorok


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Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning


Oct 14, 2017
Daniel J. Luckett, Eric B. Laber, Anna R. Kahkoska, David M. Maahs, Elizabeth Mayer-Davis, Michael R. Kosorok


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Biclustering Via Sparse Clustering


Jul 11, 2014
Qian Liu, Guanhua Chen, Michael R. Kosorok, Eric Bair

* 40 pages, 8 figures, 10 tables 

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Support Vector Regression for Right Censored Data


Jan 12, 2013
Yair Goldberg, Michael R. Kosorok

* In this version, we strengthened the theoretical results and corrected a few mistakes 

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