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Neural interval-censored Cox regression with feature selection



Carlos García Meixide , Marcos Matabuena , Michael R. Kosorok


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Discussion of Multiscale Fisher's Independence Test for Multivariate Dependence



Duyeol Lee , Helal El-Zaatari , Michael R. Kosorok , Xinyi Li , Kai Zhang


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Kernel Assisted Learning for Personalized Dose Finding



Liangyu Zhu , Wenbin Lu , Michael R. Kosorok , Rui Song

* Accepted for KDD 2020 

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Missing Data Imputation for Classification Problems



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"



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



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



Yifan Cui , Michael R. Kosorok , Stefan Wager , Ruoqing Zhu


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High dimensional precision medicine from patient-derived xenografts



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



Duyeol Lee , Kai Zhang , Michael R. Kosorok


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