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List of works by Michael R. Kosorok

ASYMPTOTICS FOR CHANGE-POINT MODELS UNDER VARYING DEGREES OF MIS-SPECIFICATION.

scientific article

Additive risk models for survival data with high-dimensional covariates

scientific article

An extended proportional hazards model for interval-censored data subject to instantaneous failures

scientific article published on 23 February 2019

Assessment of a Precision Medicine Analysis of a Behavioral Counseling Strategy to Improve Adherence to Diabetes Self-management Among Youth: A Post Hoc Analysis of the FLEX Trial

scientific article published on 03 May 2019

Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens

scientific article published on 05 June 2018

Biclustering via sparse clustering

scientific article published on 14 October 2019

Biclustering with heterogeneous variance

scientific article published on 08 July 2013

Characterizing the weight-glycemia phenotypes of type 1 diabetes in youth and young adulthood

scientific article published on 01 January 2020

Comment

scholarly article published in 2016

Comment on "Adaptive Confidence Intervals for the Test Error in Classification"

scientific article published on July 2011

Comment on "Dynamic treatment regimes: technical challenges and applications"

scientific article

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data

scientific article

Detecting Disease Outbreaks Using Local Spatiotemporal Methods ⬇️

scientific article published on March 18, 2011

Dietary intake on days with and without hypoglycemia in youth with type 1 diabetes: The Flexible Lifestyle Empowering Change trial

scientific article published on 27 September 2020

Discussion of Laber et al. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease"

Discussion of combining biomarkers to optimize patient treatment recommendations

scientific article

Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning

scientific article published on 17 April 2019

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

scientific article published on September 2012

Estimating individualized treatment regimes from crossover designs

scientific article published on 19 November 2019

FEATURE ELIMINATION IN KERNEL MACHINES IN MODERATELY HIGH DIMENSIONS

scientific article published on 01 February 2019

Identification of clinically relevant dysglycemia phenotypes based on continuous glucose monitoring data from youth with type 1 diabetes and elevated hemoglobin A1c

scientific article published on 29 April 2019

Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules.

scientific article

Latent Supervised Learning.

scientific article published on July 2013

Longitudinal Phenotypes of Type 1 Diabetes in Youth Based on Weight and Glycemia and Their Association With Complications

scientific article published on 01 December 2019

Medical Records-Based Postmarketing Safety Evaluation of Rare Events with Uncertain Status ⬇️

scientific article published on January 1, 2013

Medical records-based postmarketing safety evaluation of rare events with uncertain status

scientific article published on 01 January 2013

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

scientific article published on January 2015

Nonconvex Optimization

Nonparametric association analysis of exchangeable clustered competing risks data

scientific article

On Asymptotically Optimal Tests Under Loss of Identifiability in Semiparametric Models

scientific article published on October 2009

On Sparse representation for Optimal Individualized Treatment Selection with Penalized Outcome Weighted Learning.

scientific article published on January 2015

Personalized Dose Finding Using Outcome Weighted Learning

scientific article

Q-LEARNING WITH CENSORED DATA.

scientific article

Receiver operating characteristic curves and confidence bands for support vector machines

scientific article published on 31 August 2020

Recursively Imputed Survival Trees.

scientific article published on 6 December 2011

Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer ⬇️

scientific article published on March 8, 2011

Reinforcement Learning Trees

scientific article published on 16 April 2015

Reinforcement learning design for cancer clinical trials

scientific article

Residual Weighted Learning for Estimating Individualized Treatment Rules.

scientific article published on 3 May 2017

Robust covariate-adjusted log-rank statistics and corresponding sample size formula for recurrent events data

scientific article

Robust semiparametric microarray normalization and significance analysis

scientific article published on 01 June 2006

Simultaneous inferences on the contrast of two hazard functions with censored observations

article

Study design with staggered sampling times for evaluating sustained unresponsiveness to peanut sublingual immunotherapy

scientific article published on 05 July 2018

THE INTERACTIVE DECISION COMMITTEE FOR CHEMICAL TOXICITY ANALYSIS.

scientific article published on January 2012

The Change-Plane Cox Model

scientific article published on 17 October 2018

The effects of state psychiatric hospital waitlist policies on length of stay and time to readmission.

scientific article published on May 2015

The precision interventions for severe and/or exacerbation-prone asthma (PrecISE) adaptive platform trial: statistical considerations

scientific article published on 17 September 2020

Tree based weighted learning for estimating individualized treatment rules with censored data

scientific article published on 18 October 2017

Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy

scientific article

Weighted NPMLE for the Subdistribution of a Competing Risk ⬇️

scientific article published on 09 July 2018

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