Lista de obras -

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

artículo científico publicado en 2015

Additive risk models for survival data with high-dimensional covariates

artículo científico publicado en 2006

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

artículo científico publicado en 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

artículo científico publicado en 2018

Biclustering via sparse clustering

scientific article published on 14 October 2019

Biclustering with heterogeneous variance

artículo científico publicado en 2013

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

artículo científico publicado en 2020

Comment

scholarly article published in 2016

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

artículo científico publicado en 2011

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

artículo científico publicado en 2014

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data

artículo científico publicado en 2016

Detecting Disease Outbreaks Using Local Spatiotemporal Methods ⬇️

artículo científico publicado el 18 de marzo de 2011

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

artículo científico publicado en 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

artículo científico publicado en 2014

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

artículo científico publicado en 2012

Estimating individualized treatment regimes from crossover designs

scientific article published on 19 November 2019

FEATURE ELIMINATION IN KERNEL MACHINES IN MODERATELY HIGH DIMENSIONS

artículo científico publicado en 2019

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

artículo científico publicado en 2019

Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules.

artículo científico publicado en 2017

Latent Supervised Learning.

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2015

Nonconvex Optimization

Nonparametric association analysis of exchangeable clustered competing risks data

artículo científico publicado en 2008

On Asymptotically Optimal Tests Under Loss of Identifiability in Semiparametric Models

artículo científico publicado en 2009

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

artículo científico publicado en 2015

Personalized Dose Finding Using Outcome Weighted Learning

artículo científico publicado en 2016

Q-LEARNING WITH CENSORED DATA.

artículo científico publicado en 2012

Receiver operating characteristic curves and confidence bands for support vector machines

scientific article published on 31 August 2020

Recursively Imputed Survival Trees.

artículo científico publicado en 2011

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

artículo científico publicado el 8 de marzo de 2011

Reinforcement Learning Trees

artículo científico publicado en 2015

Reinforcement learning design for cancer clinical trials

artículo científico publicado en 2009

Residual Weighted Learning for Estimating Individualized Treatment Rules.

artículo científico publicado en 2017

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

artículo científico publicado en 2007

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

artículo científico publicado en 2018

THE INTERACTIVE DECISION COMMITTEE FOR CHEMICAL TOXICITY ANALYSIS.

artículo científico publicado en 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.

artículo científico publicado en 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

artículo científico publicado en 2017

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

artículo científico publicado en 2015

Weighted NPMLE for the Subdistribution of a Competing Risk ⬇️

scientific article published on 09 July 2018

Lista de obras de

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

Additive risk models for survival data with high-dimensional covariates

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

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

Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens

Biclustering via sparse clustering

Biclustering with heterogeneous variance

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

Comment

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

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

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data

Detecting Disease Outbreaks Using Local Spatiotemporal Methods ⬇️

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

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

Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

Estimating individualized treatment regimes from crossover designs

FEATURE ELIMINATION IN KERNEL MACHINES IN MODERATELY HIGH DIMENSIONS

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

Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules.

Latent Supervised Learning.

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

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

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

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Nonconvex Optimization

Nonparametric association analysis of exchangeable clustered competing risks data

On Asymptotically Optimal Tests Under Loss of Identifiability in Semiparametric Models

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

Personalized Dose Finding Using Outcome Weighted Learning

Q-LEARNING WITH CENSORED DATA.

Receiver operating characteristic curves and confidence bands for support vector machines

Recursively Imputed Survival Trees.

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

Reinforcement Learning Trees

Reinforcement learning design for cancer clinical trials

Residual Weighted Learning for Estimating Individualized Treatment Rules.

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

Robust semiparametric microarray normalization and significance analysis

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

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

THE INTERACTIVE DECISION COMMITTEE FOR CHEMICAL TOXICITY ANALYSIS.

The Change-Plane Cox Model

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

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

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

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

Weighted NPMLE for the Subdistribution of a Competing Risk ⬇️