Works (67)

Updated: April 11th, 2023 10:13

2023 article

Interim monitoring of sequential multiple assignment randomized trials using partial information

Manschot, C., Laber, E., & Davidian, M. (2023, March 22). BIOMETRICS, Vol. 3.

By: C. Manschot, E. Laber & M. Davidian

author keywords: augmented inverse probability weighting; clinical trials; double robustness; dynamic treatment regimes; early stopping; group sequential analysis
Sources: Web Of Science, ORCID
Added: April 4, 2023

2022 article

Effectiveness of the SMART Sex Ed program among 13-18 year old English and Spanish speaking adolescent men who have sex with men

Mustanski, B., Saber, R., Macapagal, K., Matson, M., Laber, E., Rodrgiuez-Diaz, C., … Newcomb, M. E. (2022, August 11). AIDS AND BEHAVIOR.

By: B. Mustanski*, R. Saber*, K. Macapagal*, M. Matson*, E. Laber, C. Rodrgiuez-Diaz*, K. Moran*, A. Carrion*, D. Moskowitz*, M. Newcomb*

author keywords: Adolescent; MSM; HIV prevention; sexual health education; online
Source: Web Of Science
Added: August 29, 2022

2022 journal article

Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions

JOURNAL OF CLINICAL AND TRANSLATIONAL SCIENCE, 6(1).

By: E. Cooks*, K. Duke, J. Neil*, M. Vilaro*, D. Wilson-Howard*, F. Modave*, T. George*, F. Odedina* ...

author keywords: Cancer health disparities; colorectal cancer screening; telehealth; virtual human technology; precision prevention
Sources: Web Of Science, ORCID
Added: May 23, 2022

2021 article

A spatiotemporal recommendation engine for malaria control

Guan, Q., Reich, B. J., & Laber, E. B. (2021, April 10). BIOSTATISTICS, Vol. 4.

By: Q. Guan, B. Reich & E. Laber

author keywords: Infectious disease; Malaria; Resource allocation; Sequential optimization; Satiotemporal model
Sources: Web Of Science, ORCID
Added: March 28, 2022

2021 article

Introduction to the Theory and Methods Special Issue on Precision Medicine and Individualized Policy Discovery

Kosorok, M. R., Laber, E. B., Small, D. S., & Zeng, D. (2021, March 3). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 116, pp. 159–161.

By: M. Kosorok*, E. Laber, D. Small* & D. Zeng*

author keywords: Actionable artificial intelligence; Causal inference; Machine learning
Source: Web Of Science
Added: April 19, 2021

2021 journal article

Novel approach to modeling high-frequency activity data to assess therapeutic effects of analgesics in chronic pain conditions

SCIENTIFIC REPORTS, 11(1).

By: Z. Xu, E. Laber, A. Staicu & B. Lascelles n

Sources: Web Of Science, ORCID
Added: June 10, 2021

2021 journal article

Receiver operating characteristic curves and confidence bands for support vector machines

BIOMETRICS, 77(4), 1422–1430.

By: D. Luckett*, E. Laber, S. El-Kamary*, C. Fan*, R. Jhaveri*, C. Perou*, F. Shebl*, M. Kosorok*

author keywords: classification; diagnostic medicine; machine learning; outcome weighted learning
Source: Web Of Science
Added: September 28, 2020

2021 article

Reinforced Risk Prediction With Budget Constraint Using Irregularly Measured Data From Electronic Health Records

Pan, Y., Laber, E. B., Smith, M. A., & Zhao, Y.-Q. (2021, November 24). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.

By: Y. Pan*, E. Laber, M. Smith* & Y. Zhao*

author keywords: Classification with reject option; Cost-effective; Electronic health records; Functional principal component analysis; Reinforcement learning
Source: Web Of Science
Added: December 6, 2021

2021 article

Variance Decompositions for Extensive-Form Games

2021 IEEE CONFERENCE ON GAMES (COG), pp. 380–387.

By: A. Cloud & E. Laber

author keywords: luck and skill in games; descriptive statistics; variance decomposition
Source: Web Of Science
Added: September 6, 2022

2020 journal article

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

STATISTICS IN MEDICINE, 39(25), 3503–3520.

By: L. Dong n, E. Laber, Y. Goldberg*, R. Song & S. Yang

author keywords: augmented inverse probability weighting; dynamic treatment regimes; monotonic coarseness; outcome weighted learning; Q-learning
Sources: Web Of Science, ORCID
Added: August 17, 2020

2020 journal article

Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1066–1078.

By: Q. Guan, B. Reich, E. Laber & D. Bandyopadhyay*

author keywords: Dirichlet process prior; Dynamic treatment regimes; Observational data; Periodontal disease; Practice-based setting; Precision medicine; Sequential optimization
Sources: Web Of Science, ORCID
Added: October 28, 2019

2020 journal article

Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 692–706.

By: D. Luckett*, E. Laber, A. Kahkoska*, D. Maahs*, E. Mayer-Davis* & M. Kosorok*

author keywords: Markov decision processes; Precision medicine; Reinforcement learning; Type 1 diabetes
Source: Web Of Science
Added: May 20, 2019

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).

By: B. Mustanski*, D. Moskowitz*, K. Moran*, M. Newcomb*, K. Macapagal*, C. Rodriguez-Diaz*, H. Rendina*, E. Laber ...

author keywords: HIV prevention; eHealth; adolescents; men who have sex with men; implementation science; mobile phone
Source: Web Of Science
Added: October 5, 2020

2020 journal article

Global forensic geolocation with deep neural networks

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 69(4), 909–929.

By: N. Grantham, B. Reich, E. Laber, K. Pacifici, R. Dunn, N. Fierer*, M. Gebert*, J. Allwood, S. Faith

author keywords: Citizen science; Machine learning; Microbiome; Non-homogeneous Poisson process; Spatial point pattern
Sources: Web Of Science, ORCID
Added: July 6, 2020

2020 journal article

High-Dimensional Precision Medicine From Patient-Derived Xenografts

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 116(535), 1140–1154.

By: N. Rashid*, D. Luckett*, J. Chen*, M. Lawson*, L. Wang n, Y. Zhang, E. Laber, Y. Liu* ...

author keywords: Biomarkers; Deep learning autoencoders; Machine learning; Outcome weighted learning; Precision medicine; Q-learning
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, Vol. 7, pp. 279–301.

By: J. Clifton & E. Laber

author keywords: reinforcement learning; dynamic treatment regimes; model-free; causal inference; policy search
Source: Web Of Science
Added: March 23, 2020

2020 journal article

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

FORENSIC SCIENCE INTERNATIONAL, 310.

By: J. Allwood, N. Fierer*, R. Dunn, M. Breen, B. Reich, E. Laber, J. Clifton, N. Grantham, S. Faith

author keywords: Forensic microbiology; Bioinformatics; Metabarcoding; Sample provenance
Sources: Web Of Science, ORCID
Added: May 26, 2020

2019 journal article

Assessing Tuning Parameter Selection Variability in Penalized Regression

TECHNOMETRICS, 61(2), 154–164.

By: W. Hu n, E. Laber, C. Barker* & L. Stefanski n

author keywords: Conditional distribution; Lasso; Prediction sets
Source: Web Of Science
Added: July 22, 2019

2019 book

Dynamic Treatment Regimes

By: A. Tsiatis, M. Davidian, S. Holloway & E. Laber

Source: Crossref
Added: January 22, 2022

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.

By: B. Jiang*, R. Song, J. Li*, D. Zeng n, W. Lu, X. He, S. Xu, J. Wang ...

author keywords: Dynamic treatment regime; entropy learning; personalized medicine
Sources: Web Of Science, ORCID
Added: September 30, 2019

2019 article

Precision Medicine

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

By: M. Kosorok*, E. Laber & T. Louis

author keywords: data-driven decision science; dynamic treatment regimes; machine learning; patient heterogeneity; statistical inference
Source: Web Of Science
Added: April 2, 2019

2019 journal article

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

Journal of Neurotrauma, 36(9), 1428–1434.

By: M. Lewis, E. Laber & N. Olby

author keywords: canine; chronic SCI; motor neuron pool excitability; potassium channel antagonist; spasticity
Sources: Web Of Science, ORCID, Crossref
Added: December 31, 2018

2019 journal article

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

Psychiatric Services, 70(11), 1006–1012.

By: S. Zottola, S. Desmarais, S. Neupert, L. Dong*, E. Laber, E. Lowder, R. Van Dorn

Sources: Web Of Science, ORCID, Crossref
Added: November 25, 2019

2018 journal article

Functional Feature Construction for Individualized Treatment Regimes

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

By: E. Laber & A. Staicu

author keywords: Functional data; Personalized medicine; Regression; Treatment regimes
Sources: Web Of Science, ORCID
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.

By: E. Laber, F. Wu n, C. Munera*, I. Lipkovich*, S. Colucci* & S. Ripa*

author keywords: chronic pain; flexible dosing trials; policy-search; precision medicine; Q-learning; treatment dosing regimes
Source: Crossref
Added: January 13, 2020

2018 journal article

Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules

BIOMETRICS, 74(1), 18–26.

By: E. Butler*, E. Laber, S. Davis* & M. Kosorok*

author keywords: Competing outcomes; Individualized treatment rules; Item response theory; Precision medicine
Source: Web Of Science
Added: August 6, 2018

2018 journal article

Interpretable Dynamic Treatment Regimes

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

By: Y. Zhang, E. Laber, M. Davidian & A. Tsiatis

author keywords: Decision lists; Interpretability; Precision medicine; Research-practice gap; Treatment regimes; Tree-based methods
Sources: Web Of Science, ORCID
Added: February 18, 2019

2017 journal article

A multiple imputation strategy for sequential multiple assignment randomized trials

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

By: S. Shortreed, E. Laber, T. Scott Stroup, J. Pineau & S. Murphy*

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.

By: J. Fenn*, E. Laber, K. Williams, C. Rousse n, P. Early, C. Mariani, K. Munana, S. Decker* ...

author keywords: Anesthesia; Canine; Intervertebral disk extrusion; Prognosis; Spinal cord injury
Sources: Web Of Science, ORCID, Crossref
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.

By: E. Laber & M. Davidian

author keywords: Optimal dynamic treatment regime; sequential multiple assignment randomized trial; mHealth; clinical trials; treatment sequence
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Interactive Q-Learning for Quantiles

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 112(518), 638–649.

By: K. Linn*, E. Laber & L. Stefanski n

author keywords: Dynamic treatment regime; Personalized medicine; Sequential decision making; Sequential multiple assignment randomized trial
Source: Web Of Science
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.

By: S. Kelleher*, C. Dorfman*, J. Plumb Vilardaga*, C. Majestic*, J. Winger*, V. Gandhi*, C. Nunez*, A. Van Denburg* ...

author keywords: Smart; Novel trial designs; Breast cancer; Pain; Pain coping skills training; Symptom management
Sources: Crossref, ORCID, NC State University Libraries
Added: August 6, 2018

2017 journal article

Quantifying center of pressure variability in chondrodystrophoid dogs

The Veterinary Journal, 226, 26–31.

By: S. Blau, L. Davis n, A. Gorney, C. Dohse, K. Williams, J. Lim, W. Pfitzner n, E. Laber, G. Sawicki, N. Olby

author keywords: Locomotion; Kinematics; Center of gravity
Sources: Web Of Science, Crossref, ORCID
Added: August 6, 2018

2017 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, Vol. 112, pp. 902–904.

By: E. Laber & K. Shedden*

Source: Web Of Science
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).

By: E. Laber, K. Shedden* & Y. Yang*

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.

By: Q. Guan, E. Laber & B. Reich

Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Comment

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

By: Q. Guan n, E. Laber & B. Reich

Sources: Crossref, ORCID
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.

By: B. Zhang*, A. Tsiatis, M. Davidian, M. Zhang* & E. Laber

Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

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

Journal of Machine Learning Research, 17.

By: D. Lizotte & E. Laber

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.

By: Y. Huang* & E. Laber

author keywords: Adaptive bootstrap; Biomarker; Cost-benefit; Semiparametric location-scale model; Subject-specific expected benefit; Treatment selection
Source: Web Of Science
Added: August 6, 2018

2016 article

Preface

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 45, pp. 2657–2657.

By: P. Rodrigues & E. Laber

Source: Web Of Science
Added: August 6, 2018

2015 journal article

Characterizing expected benefits of biomarkers in treatment selection

BIOSTATISTICS, 16(2), 383–399.

By: Y. Huang, E. Laber & H. Janes

author keywords: Adaptive bootstrap; Biomarker; Expected benefit; Potential outcomes; Treatment selection
Source: Web Of Science
Added: August 6, 2018

2015 journal article

Comment

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

By: Y. Zhang* & E. Laber

Source: Crossref
Added: January 13, 2020

2015 journal article

Fungi Identify the Geographic Origin of Dust Samples

PLOS ONE, 10(4), e0122605.

By: N. Grantham, B. Reich, K. Pacifici, E. Laber, H. Menninger, J. Henley*, A. Barberán*, J. Leff*, N. Fierer*, R. Dunn

Ed(s): A. Rokas

Sources: Web Of Science, ORCID, Crossref
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.

By: Y. Zhao*, D. Zeng*, E. Laber & M. Kosorok*

author keywords: Classification; Personalized medicine; Q-learning; Reinforcement learning; Risk bound; Support vector machine
Source: Web Of Science
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.

By: R. Song, M. Kosorok*, D. Zeng*, Y. Zhao*, E. Laber & M. Yuan*

author keywords: penalization; personalized medicine; support vector machine
Sources: Crossref, ORCID
Added: January 13, 2020

2015 journal article

Tree-based methods for individualized treatment regimes

BIOMETRIKA, 102(3), 501–514.

By: E. Laber & Y. Zhao

author keywords: Continuous treatment; Exploratory analysis; Personalized medicine; Treatment regime; Tree-based method
Source: Web Of Science
Added: August 6, 2018

2015 journal article

Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes

BIOMETRICS, 71(4), 895–904.

By: Y. Zhang, E. Laber, A. Tsiatis & M. Davidian

author keywords: Decision lists; Exploratory analyses; Interpretability; Personalized medicine; Treatment regimes
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 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.

By: E. Laber, Y. Zhao*, T. Regh*, M. Davidian, A. Tsiatis, J. Stanford*, D. Zeng*, R. Song, M. Kosorok*

author keywords: personalized medicine; sample size calculation; treatment regimes; nonregular asymptotics; projection confidence region
Sources: Web Of Science, Crossref, ORCID
Added: August 6, 2018

2015 journal article

iqLearn: Interactive Q-Learning in R

Journal of Statistical Software, 64(1).

By: K. Linn, E. Laber & L. Stefanski

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.

By: S. Shortreed*, E. Laber, T. Scott Stroup*, J. Pineau* & S. Murphy*

author keywords: sequential multiple assignment randomized trials; missing data; multiple imputation; dynamic treatment regimes; individualized treatment; treatment policies
Source: Crossref
Added: February 24, 2020

2014 article

Combining Biomarkers to Optimize Patient Treatment Recommendations Discussions

Laber, E. B., Tsiatis, A. A., Davidian, M., & Holloway, S. T. (2014, September). BIOMETRICS, Vol. 70, pp. 707–710.

By: E. Laber, A. Tsiatis, M. Davidian & S. Holloway

Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

Doubly robust learning for estimating individualized treatment with censored data

Biometrika, 102(1), 151–168.

By: Y. Zhao*, D. Zeng*, E. Laber, R. Song, M. Yuan* & M. Kosorok*

author keywords: Censored data; Doubly robust estimator; Individualized treatment rule; Risk bound; Support vector machine
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2014 article

Estimation of optimal dynamic treatment regimes

Zhao, Y.-Q., & Laber, E. B. (2014, August). CLINICAL TRIALS, Vol. 11, pp. 400–407.

By: Y. Zhao* & E. Laber

Source: Web Of Science
Added: August 6, 2018

2014 article

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

Chakraborty, B., Laber, E. B., & Zhao, Y.-Q. (2014, August). CLINICAL TRIALS, Vol. 11, pp. 408–417.

Source: Web Of Science
Added: August 6, 2018

2014 journal article

Interactive model building for Q-learning

BIOMETRIKA, 101(4), 831–847.

By: E. Laber, K. Linn & L. Stefanski

author keywords: Dynamic treatment regime; Personalized medicine; Treatment selection
Source: Web Of Science
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).

By: J. Lim, A. Muguet-Chanoit, D. Smith, E. Laber & N. Olby

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.

By: P. Schulte*, A. Tsiatis, E. Laber & M. Davidian

author keywords: Advantage learning; bias-variance trade-off; model misspecification; personalized medicine; potential outcomes; sequential decision-making
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

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

Electronic Journal of Statistics, 8, 1312–1321.

By: E. Laber, D. Lizotte, M. Qian, W. Pelham & S. Murphy

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.

By: E. Laber, D. Lizotte* & B. Ferguson

author keywords: Competing outcomes; Composite outcomes; Dynamic treatment regimes; Personalized medicine; Preference elicitation
Source: Web Of Science
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.

By: D. Vock*, A. Tsiatis, M. Davidian, E. Laber, W. Tsuang*, C. Copeland*, S. Palmer*

author keywords: Causal inference; G-estimation; Lung transplantation; Martingale theory; Structural nested failure time models
Sources: Web Of Science, ORCID
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.

By: B. Chakraborty*, E. Laber & Y. Zhao*

author keywords: Dynamic Treatment Regime; m-Out-of-n Bootstrap; Nonregularity; Q-learning
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

BIOMETRIKA, 100(3), 681–694.

By: B. Zhang*, A. Tsiatis, E. Laber & M. Davidian

author keywords: A-learning; Double robustness; Outcome regression; Propensity score; Q-learning
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

A Robust Method for Estimating Optimal Treatment Regimes

BIOMETRICS, 68(4), 1010–1018.

By: B. Zhang n, A. Tsiatis, E. Laber & M. Davidian

author keywords: Doubly robust estimator; Inverse probability weighting; Outcome regression; Personalized medicine; Potential outcomes; Propensity score
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Estimating optimal treatment regimes from a classification perspective

Stat, 1(1), 103–114.

By: B. Zhang*, A. Tsiatis, M. Davidian, M. Zhang* & E. Laber

author keywords: classification; doubly robust estimator; inverse probability weighting; personalized medicine; potential outcomes; propensity score
Sources: Crossref, ORCID
Added: January 23, 2020

2011 journal article

Adaptive confidence intervals for the test error in classification rejoinder

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

By: E. Laber & S. Murphy

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.

By: S. Shortreed*, E. Laber, D. Lizotte*, T. Stroup*, J. Pineau* & S. Murphy*

Source: Crossref
Added: February 24, 2020