Is this your profile?

Claim your Citation Index profile in order to display more information about you and gain access to Libraries services. Just create or connect your ORCID iD.

Create or connect your ORCID iD

2020 article

Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness

*STATISTICS IN MEDICINE*.

Source: Web Of Science

Added: August 17, 2020

2020 journal article

Evaluation of a Stepped-Care eHealth HIV Prevention Program for Diverse Adolescent Men Who Have Sex With Men: Protocol for a Hybrid Type 1 Effectiveness Implementation Trial of SMART

*JMIR RESEARCH PROTOCOLS*, *9*(8).

Source: Web Of Science

Added: October 5, 2020

2020 article

Global forensic geolocation with deep neural networks

*JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS*.

Source: Web Of Science

Added: July 6, 2020

2020 article

High-Dimensional Precision Medicine From Patient-Derived Xenografts

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: November 30, 2020

2020 article

Q-Learning: Theory and Applications

*ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 7, 2020*, pp. 279–301.

Source: Web Of Science

Added: March 23, 2020

2020 article

Receiver operating characteristic curves and confidence bands for support vector machines

*BIOMETRICS*.

Source: Web Of Science

Added: September 28, 2020

2020 journal article

Use of standardized bioinformatics for the analysis of fungal DNA signatures applied to sample provenance

*FORENSIC SCIENCE INTERNATIONAL*, *310*.

Source: Web Of Science

Added: May 26, 2020

2019 journal article

Assessing Tuning Parameter Selection Variability in Penalized Regression

*TECHNOMETRICS*, *61*(2), 154–164.

Source: Web Of Science

Added: July 22, 2019

2019 article

Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: October 28, 2019

2019 article

ENTROPY LEARNING FOR DYNAMIC TREATMENT REGIMES

Jiang, B., Song, R., Li, J., Zeng, D., Lu, W., He, X., … Kallus, N. (2019, October). *STATISTICA SINICA*, Vol. 29, pp. 1633–1710.

Source: Web Of Science

Added: September 30, 2019

2019 article

Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: May 20, 2019

2019 article

Precision Medicine

*ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6*, pp. 263–286.

Source: Web Of Science

Added: April 2, 2019

2019 journal article

Results of the Brief Jail Mental Health Screen Across Repeated Jail Bookings

*PSYCHIATRIC SERVICES*, *70*(11), 1006–1012.

Source: Web Of Science

Added: November 25, 2019

2018 journal article

Functional Feature Construction for Individualized Treatment Regimes

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *113*(523), 1219–1227.

Source: NC State University Libraries

Added: October 29, 2018

2018 journal article

Identifying optimal dosage regimes under safety constraints: An application to long term opioid treatment of chronic pain

*Statistics in Medicine*, *37*(9), 1407–1418.

Source: Crossref

Added: January 13, 2020

2018 journal article

Incorporating patient preferences into estimation of optimal individualized treatment rules

*Biometrics*, *74*(1), 18–26.

Source: NC State University Libraries

Added: August 6, 2018

2018 journal article

Interpretable Dynamic Treatment Regimes

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *113*(524), 1541–1549.

Source: NC State University Libraries

Added: February 18, 2019

2018 journal article

Predictors of Response to 4-Aminopyridine in Chronic Canine Spinal Cord Injury

*JOURNAL OF NEUROTRAUMA*.

Source: NC State University Libraries

Added: December 31, 2018

2017 journal article

A multiple imputation strategy for sequential multiple assignment randomized trials

*Statistics in Medicine*, *36*(23), 3760–3760.

Source: Crossref

Added: January 13, 2020

2017 journal article

Associations between anesthetic variables and functional outcome in dogs with thoracolumbar intervertebral disk extrusion undergoing decompressive hemilaminectomy

*Journal of Veterinary Internal Medicine*, *31*(3), 814–824.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Dynamic treatment regimes, past, present, and future: A conversation with experts

*Statistical Methods in Medical Research*, *26*(4), 1605–1610.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Interactive Q-learning for quantiles

*Journal of the American Statistical Association*, *112*(518), 638–649.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART

*Contemporary Clinical Trials*, *57*, 51–57.

Sources: NC State University Libraries, Crossref

Added: August 6, 2018

2017 journal article

Quantifying center of pressure variability in chondrodystrophoid dogs

*Veterinary Journal*, *226*, 26–31.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Statistical significance and the dichotomization of evidence: The relevance of the ASA statement on statistical significance and p-values for statisticians

*Journal of the American Statistical Association*, *112*(519), 902–904.

Source: NC State University Libraries

Added: August 6, 2018

2016 chapter

An Imputation Method for Estimating the Learning Curve in Classification Problems

In *Statistical Analysis for High-Dimensional Data* (pp. 189–209).

Source: Crossref

Added: January 13, 2020

2016 journal article

Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition times comment

*Journal of the American Statistical Association*, *111*(515), 936–942.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Comment

*Journal of the American Statistical Association*, *111*(515), 936–942.

Source: Crossref

Added: January 13, 2020

2016 article

Estimating optimal treatment regimes from a classification perspective (vol 1, pg 103, 2012)

*Stat*, Vol. 5, pp. 278–278.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Multi-objective markov decision processes for data-driven decision support

*Journal of Machine Learning Research*, *17*.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Personalized evaluation of biomarker value: A cost-benefit perspective

*Statistics in Biosciences*, *8*(1), 43–65.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Preface

*Communications in Statistics. Simulation and Computation*, *45*(7), 2657–2657.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

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

*Statistics in Medicine*, *35*(8), 1245–1256.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Characterizing expected benefits of biomarkers in treatment selection

*Biostatistics (Oxford, England)*, *16*(2), 383–399.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Comment

*Journal of the American Statistical Association*, *110*(512), 1451–1454.

Source: Crossref

Added: January 13, 2020

2015 journal article

Doubly robust learning for estimating individualized treatment with censored data

*Biometrika*, *102*(1), 151–168.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Fungi identify the geographic origin of dust samples

*PLoS One*, *10*(4).

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

New statistical learning methods for estimating optimal dynamic treatment regimes

*Journal of the American Statistical Association*, *110*(510), 583–598.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning

*Stat*, *4*(1), 59–68.

Source: Crossref

Added: January 13, 2020

2015 journal article

Tree-based methods for individualized treatment regimes

*Biometrika*, *102*(3), 501–514.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Using decision lists to construct interpretable and parsimonious treatment regimes

*Biometrics*, *71*(4), 895–904.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

iqLearn: Interactive Q-Learning in R

*Journal of Statistical Software*, *64*(1).

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

A multiple imputation strategy for sequential multiple assignment randomized trials

*Statistics in Medicine*, *33*(24), 4202–4214.

Source: Crossref

Added: February 24, 2020

2014 journal article

Combining biomarkers to optimize patient treatment recommendations discussions

*Biometrics*, *70*(3), 707–710.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Estimation of optimal dynamic treatment regimes

*Clinical Trials*, *11*(4), 400–407.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Inference about the expected performance of a data-driven dynamic treatment regime

*Clinical Trials*, *11*(4), 408–417.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Interactive model building for Q-learning

*Biometrika*, *101*(4), 831–847.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Potassium channel antagonists 4-aminopyridine and the t-butyl carbamate derivative of 4-aminopyridine improve hind limb function in chronically non-ambulatory dogs; a blinded, placebo-controlled trial

*PLoS One*, *9*(12).

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Q- and A-learning methods for estimating optimal dynamic treatment regimes

*Statistical Science*, *29*(4), 640–661.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Rejoinder of "Dynamic treatment regimes: Technical challenges and applications"

*Electronic Journal of Statistics*, *8*, 1312–1321.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Set-valued dynamic treatment regimes for competing outcomes

*Biometrics*, *70*(1), 53–61.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Assessing the causal effect of organ transplantation on the distribution of residual lifetime

*Biometrics*, *69*(4), 820–829.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme

*Biometrics*, *69*(3), 714–723.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

*Biometrika*, *100*(3), 681–694.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

A robust method for estimating optimal treatment regimes

*Biometrics*, *68*(4), 1010–1018.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Estimating optimal treatment regimes from a classification perspective

*Stat*, *1*(1), 103–114.

Source: Crossref

Added: February 24, 2020

2011 journal article

Adaptive confidence intervals for the test error in classification rejoinder

*Journal of the American Statistical Association*, *106*(495), 940–945.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Informing sequential clinical decision-making through reinforcement learning: an empirical study

*Machine Learning*, *84*(1-2), 109–136.

Source: Crossref

Added: February 24, 2020