Eric Laber : rechercher sur Z-Library

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1

Precision Medicine

Kosorok, Michael R., Laber, Eric B.

Journal:

Annual Review of Statistics and Its Application

Année:

2019

Langue:

english

Fichier:

PDF, 498 KB

english, 2019

2

Q-Learning: Theory and Applications

Clifton, Jesse, Laber, Eric

Journal:

Annual Review of Statistics and Its Application

Année:

2020

Fichier:

PDF, 377 KB

2020

3

Informing sequential clinical decision-making through

Susan M. Shortreed, Eric Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy

Journal:

Machine Learning

Année:

2011

Langue:

english

Fichier:

PDF, 1.09 MB

english, 2011

4

A Robust Method for Estimating Optimal Treatment Regimes

Baqun Zhang, Anastasios A. Tsiatis, Eric B. Laber, Marie Davidian

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 965 KB

english, 2012

5

$\mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Schulte, Phillip J., Tsiatis, Anastasios A., Laber, Eric B., Davidian, Marie

Journal:

Statistical Science

Année:

2014

Langue:

english

Fichier:

PDF, 617 KB

english, 2014

6

Statistical Significance and the Dichotomization of Evidence: The Relevance of the ASA Statement on Statistical Significance and p-Values for Statisticians

Laber, Eric B., Shedden, Kerby

Journal:

Journal of the American Statistical Association

Année:

2017

Langue:

english

Fichier:

PDF, 553 KB

english, 2017

7

Adaptive Confidence Intervals for the Test Error in Classification

Laber, Eric B., Murphy, Susan A.

Journal:

Journal of the American Statistical Association

Année:

2011

Langue:

english

Fichier:

PDF, 356 KB

english, 2011

8

Set-valued dynamic treatment regimes for competing outcomes

Laber, Eric B., Lizotte, Daniel J., Ferguson, Bradley

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 309 KB

english, 2014

9

Personalized Evaluation of Biomarker Value: A Cost-Benefit Perspective

Huang, Ying, Laber, Eric

Journal:

Statistics in Biosciences

Année:

2016

Langue:

english

Fichier:

PDF, 296 KB

english, 2016

10

Who will benefit from antidepressants in the acute treatment of bipolar depression? A reanalysis of the STEP-BD study by Sachs et al. 2007, using Q-learning

Wu, Fan, Laber, Eric B, Lipkovich, Ilya A, Severus, Emanuel

Journal:

International Journal of Bipolar Disorders

Année:

2015

Langue:

english

Fichier:

PDF, 655 KB

english, 2015

11

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Zhao, Ying-Qi, Zeng, Donglin, Laber, Eric B., Kosorok, Michael R.

Journal:

Journal of the American Statistical Association

Année:

2015

Langue:

english

Fichier:

PDF, 736 KB

english, 2015

12

Preface

Rodrigues, Paulo C., Laber, Eric

Journal:

Communications in Statistics - Simulation and Computation

Année:

2016

Langue:

english

Fichier:

PDF, 300 KB

english, 2016

13

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

Laber, Eric B., Wu, Fan, Munera, Catherine, Lipkovich, Ilya, Colucci, Salvatore, Ripa, Steve

Journal:

Statistics in Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2018

14

Time course and prognostic value of serum GFAP, pNFH, and S100β concentrations in dogs with complete spinal cord injury because of intervertebral disc extrusion

Olby, Natasha J., Lim, Ji-Hey, Wagner, Nikki, Zidan, Natalia, Early, Peter J., Mariani, Christopher L., Muñana, Karen R., Laber, Eric

Journal:

Journal of Veterinary Internal Medicine

Année:

2019

Langue:

english

Fichier:

PDF, 687 KB

english, 2019

15

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

Zottola, Samantha A., Desmarais, Sarah L., Neupert, Shevaun D., Dong, Lin, Laber, Eric, Lowder, Evan M., Van Dorn, Richard A.

Journal:

Psychiatric Services

Année:

2019

Langue:

english

Fichier:

PDF, 537 KB

english, 2019

16

Rainfall intensity–duration thresholds for postfire debris-flow emergency-response planning

Susan H. Cannon, Eric M. Boldt, Jayme L. Laber, Jason W. Kean, Dennis M. Staley

Journal:

Natural Hazards

Année:

2011

Langue:

english

Fichier:

PDF, 938 KB

english, 2011

17

Estimating optimal treatment regimes from a classification perspective

Zhang, Baqun, Tsiatis, Anastasios A., Davidian, Marie, Zhang, Min, Laber, Eric

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 136 KB

english, 2012

18

Assessing the Causal Effect of Organ Transplantation on the Distribution of Residual Lifetime

Vock, David M., Tsiatis, Anastasios A., Davidian, Marie, Laber, Eric B., Tsuang, Wayne M., Finlen Copeland, C. Ashley, Palmer, Scott M.

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 251 KB

english, 2013

19

Rejoinder

Laber, Eric B., Murphy, Susan A.

Journal:

Journal of the American Statistical Association

Année:

2011

Langue:

english

Fichier:

PDF, 144 KB

english, 2011

20

Inference for Optimal Dynamic Treatment Regimes Using an Adaptive m -Out-of- n Bootstrap Scheme

Chakraborty, Bibhas, Laber, Eric B., Zhao, Yingqi

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 237 KB

english, 2013

21

A multiple imputation strategy for sequential multiple assignment randomized trials

Shortreed, Susan M., Laber, Eric, Scott Stroup, T., Pineau, Joelle, Murphy, Susan A.

Journal:

Statistics in Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 296 KB

english, 2014

22

Discussion of “Combining biomarkers to optimize patient treatment recommendation”

Laber, Eric B., Tsiatis, Anastasios A., Davidian, Marie, Holloway, Shannon T.

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 608 KB

english, 2014

23

The ecology of microscopic life in household dust

Barberán, Albert, Dunn, Robert R., Reich, Brian J., Pacifici, Krishna, Laber, Eric B., Menninger, Holly L., Morton, James M., Henley, Jessica B., Leff, Jonathan W., Miller, Shelly L., Fierer, Noah

Journal:

Proceedings Biological Sciences

Année:

2015

Langue:

english

Fichier:

PDF, 3.92 MB

english, 2015

24

Comment

Zhang, Yichi, Laber, Eric B.

Journal:

Journal of the American Statistical Association

Année:

2015

Langue:

english

Fichier:

PDF, 360 KB

english, 2015

25

Interactive Q-learning for Quantiles

Linn, Kristin A., Laber, Eric B., Stefanski, Leonard A.

Journal:

Journal of the American Statistical Association

Année:

2016

Langue:

english

Fichier:

PDF, 688 KB

english, 2016

26

Using decision lists to construct interpretable and parsimonious treatment regimes

Zhang, Yichi, Laber, Eric B., Tsiatis, Anastasios, Davidian, Marie

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 461 KB

english, 2015

27

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

Laber, Eric B., Zhao, Ying-Qi, Regh, Todd, Davidian, Marie, Tsiatis, Anastasios, Stanford, Joseph B., Zeng, Donglin, Song, Rui, Kosorok, Michael R.

Journal:

Statistics in Medicine

Année:

2016

Langue:

english

Fichier:

PDF, 517 KB

english, 2016

28

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

Song, Rui, Kosorok, Michael, Zeng, Donglin, Zhao, Yingqi, Laber, Eric, Yuan, Ming

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 122 KB

english, 2015

29

Estimating optimal treatment regimes from a classification perspective

Zhang, Baqun, A. Tsiatis, Anastasios, Davidian, Marie, Zhang, Min, Laber, Eric

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 38 KB

english, 2016

30

Dynamic treatment regimes: Technical challenges and applications

Laber, Eric B., Lizotte, Daniel J., Qian, Min, Pelham, William E., Murphy, Susan A.

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 2.02 MB

english, 2014

31

Rejoinder of “Dynamic treatment regimes: Technical challenges and applications”

Laber, Eric B., Lizotte, Daniel J., Qian, Min, Pelham, William E., Murphy, Susan A.

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 171 KB

english, 2014

32

Comment

Guan, Qian, Laber, Eric B., Reich, Brian J.

Journal:

Journal of the American Statistical Association

Année:

2016

Langue:

english

Fichier:

PDF, 779 KB

english, 2016

33

A multiple imputation strategy for sequential multiple assignment randomized trials

Shortreed, Susan M., Laber, Eric, Scott Stroup, T., Pineau, Joelle, Murphy, Susan A.

Journal:

Statistics in Medicine

Année:

2017

Fichier:

PDF, 30 KB

2017

34

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

Laber, Eric B, Davidian, Marie

Journal:

Statistical Methods in Medical Research

Année:

2017

Langue:

english

Fichier:

PDF, 120 KB

english, 2017

35

Functional feature construction for individualized treatment regimes

Laber, Eric B., Staicu, Ana-Maria

Journal:

Journal of the American Statistical Association

Année:

2017

Langue:

english

Fichier:

PDF, 1.07 MB

english, 2017

36

Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules

Butler, Emily L., Laber, Eric B., Davis, Sonia M., Kosorok, Michael R.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 194 KB

english, 2017

37

Estimation of Optimal Treatment Regimes Using Lists

Zhang, Yichi, Laber, Eric B., Davidian, Marie, Tsiatis, Anastasios A.

Journal:

Journal of the American Statistical Association

Année:

2017

Langue:

english

Fichier:

PDF, 720 KB

english, 2017

38

Optimal treatment allocations in space and time for on-line control of an emerging infectious disease

Laber, Eric B., Meyer, Nick J., Reich, Brian J., Pacifici, Krishna, Collazo, Jaime A., Drake, John M.

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Année:

2018

Langue:

english

Fichier:

PDF, 1.71 MB

english, 2018

39

Predictors of response to 4-aminopyridine in chronic canine spinal cord injury

Lewis, Melissa, Laber, Eric B, Olby, Natasha

Journal:

Journal of Neurotrauma

Année:

2018

Langue:

english

Fichier:

PDF, 321 KB

english, 2018

40

Assessing Tuning Parameter Selection Variability in Penalized Regression

Hu, Wenhao, Laber, Eric B., Barker, Clay, Stefanski, Leonard A.

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 767 KB

english, 2018

41

Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning

Luckett, Daniel J., Laber, Eric B., Kahkoska, Anna R., Maahs, David M., Mayer-Davis, Elizabeth, Kosorok, Michael R.

Journal:

Journal of the American Statistical Association

Année:

2018

Langue:

english

Fichier:

PDF, 681 KB

english, 2018

42

Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals

Guan, Qian, Reich, Brian J., Laber, Eric B., Bandyopadhyay, Dipankar

Journal:

Journal of the American Statistical Association

Année:

2019

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2019

43

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

Allwood, Julia S., Fierer, Noah, Dunn, Robert R., Breen, Matthew, Reich, Brian J., Laber, Eric B., Clifton, Jesse, Grantham, Neal S., Faith, Seth A.

Journal:

Forensic Science International

Année:

2020

Fichier:

PDF, 1.88 MB

2020

44

Global forensic geolocation with deep neural networks

Grantham, Neal S., Reich, Brian J., Laber, Eric B., Pacifici, Krishna, Dunn, Robert R., Fierer, Noah, Gebert, Matthew, Allwood, Julia S., Faith, Seth A.

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Année:

2020

Fichier:

PDF, 6.56 MB

2020

45

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

Dong, Lin, Laber, Eric, Goldberg, Yair, Song, Rui, Yang, Shu

Journal:

Statistics in Medicine

Année:

2020

Fichier:

PDF, 1.13 MB

2020

46

Receiver operating characteristic curves and confidence bands for support vector machines

Luckett, Daniel J., Laber, Eric B., ElâKamary, Samer S., Fan, Cheng, Jhaveri, Ravi, Perou, Charles M., Shebl, Fatma M., Kosorok, Michael R.

Journal:

Année:

2020

Fichier:

PDF, 731 KB

2020

47

High dimensional precision medicine from patient-derived xenografts

Rashid, Naim U., Luckett, Daniel J., Chen, Jingxiang, Lawson, Michael T., Wang, Longshaokan, Zhang, Yunshu, Laber, Eric B., Liu, Yufeng, Yeh, Jen Jen, Zeng, Donglin, Kosorok, Michael R.

Journal:

Journal of the American Statistical Association

Année:

2020

Fichier:

PDF, 960 KB

2020