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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

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