Eric Laber

Works (42)

2019 journal article

Assessing Tuning Parameter Selection Variability in Penalized Regression

TECHNOMETRICS, 61(2), 154–164.

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

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.

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

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.

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

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.

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

Source: Web Of Science
Added: May 20, 2019

2019 article

Precision Medicine

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6.

By: M. Kosorok & E. Laber

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.

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

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.

By: E. Laber & A. Staicu

Source: NC State University Libraries
Added: October 29, 2018

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

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.

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

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.

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

Source: NC State University Libraries
Added: December 31, 2018

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, P. Early, C. Mariani, K. Munana, S. De Decker, H. Volk, N. Olby

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.

By: E. Laber & M. Davidian

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.

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

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.

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

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

2017 journal article

Quantifying center of pressure variability in chondrodystrophoid dogs

Veterinary Journal, 226, 26–31.

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

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.

By: E. Laber & K. Shedden

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

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 article

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

Stat.

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

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.

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

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

2016 journal article

Preface

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

By: P. Rodrigues & E. Laber

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.

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

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.

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

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

2015 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

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

2015 journal article

Fungi identify the geographic origin of dust samples

PLoS One, 10(4).

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

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.

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

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

2015 journal article

Tree-based methods for individualized treatment regimes

Biometrika, 102(3), 501–514.

By: E. Laber & Y. Zhao

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.

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

Source: NC State University Libraries
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

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.

By: Y. Zhao & E. Laber

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.

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

Source: NC State University Libraries
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

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).

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

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.

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

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.

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

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.

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

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.

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

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.

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

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

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