Laber, Eric: search on Z-Library

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1

Precision Medicine

Kosorok, Michael R., Laber, Eric B.

Journal:

Annual Review of Statistics and Its Application

Year:

2019

Language:

english

File:

PDF, 498 KB

english, 2019

2

Q-Learning: Theory and Applications

Clifton, Jesse, Laber, Eric

Journal:

Annual Review of Statistics and Its Application

Year:

2020

File:

PDF, 377 KB

2020

3

A Robust Method for Estimating Optimal Treatment Regimes

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

Journal:

Year:

2012

Language:

english

File:

PDF, 965 KB

english, 2012

4

$\mathbf{Q}$- 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

Year:

2014

Language:

english

File:

PDF, 617 KB

english, 2014

5

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

Year:

2017

Language:

english

File:

PDF, 553 KB

english, 2017

6

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

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

7

Adaptive Confidence Intervals for the Test Error in Classification

Laber, Eric B., Murphy, Susan A.

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 356 KB

english, 2011

8

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

Year:

2015

Language:

english

File:

PDF, 655 KB

english, 2015

9

Personalized Evaluation of Biomarker Value: A Cost-Benefit Perspective

Huang, Ying, Laber, Eric

Journal:

Statistics in Biosciences

Year:

2016

Language:

english

File:

PDF, 296 KB

english, 2016

10

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

Year:

2015

Language:

english

File:

PDF, 736 KB

english, 2015

11

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

Year:

2019

Language:

english

File:

PDF, 537 KB

english, 2019

12

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

Year:

2019

Language:

english

File:

PDF, 687 KB

english, 2019

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

Year:

2018

Language:

english

File:

PDF, 1.31 MB

english, 2018

14

Set-valued dynamic treatment regimes for competing outcomes

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

Journal:

Year:

2014

Language:

english

File:

PDF, 309 KB

english, 2014

15

Estimating optimal treatment regimes from a classification perspective

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

Journal:

Year:

2016

Language:

english

File:

PDF, 38 KB

english, 2016

16

Discussion of “Combining biomarkers to optimize patient treatment recommendation”

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

Journal:

Year:

2014

Language:

english

File:

PDF, 608 KB

english, 2014

17

Interactive Q-learning for Quantiles

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

Journal:

Journal of the American Statistical Association

Year:

2016

Language:

english

File:

PDF, 688 KB

english, 2016

18

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

Year:

2014

Language:

english

File:

PDF, 2.02 MB

english, 2014

19

Comment

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

Journal:

Journal of the American Statistical Association

Year:

2016

Language:

english

File:

PDF, 779 KB

english, 2016

20

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)

Year:

2018

Language:

english

File:

PDF, 1.71 MB

english, 2018

21

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

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

Journal:

Journal of Neurotrauma

Year:

2018

Language:

english

File:

PDF, 321 KB

english, 2018

22

Rejoinder

Laber, Eric B., Murphy, Susan A.

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 144 KB

english, 2011

23

Assessing Tuning Parameter Selection Variability in Penalized Regression

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

Journal:

Year:

2018

Language:

english

File:

PDF, 767 KB

english, 2018

24

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

Year:

2014

Language:

english

File:

PDF, 171 KB

english, 2014

25

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

Laber, Eric B, Davidian, Marie

Journal:

Statistical Methods in Medical Research

Year:

2017

Language:

english

File:

PDF, 120 KB

english, 2017

26

Using decision lists to construct interpretable and parsimonious treatment regimes

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

Journal:

Year:

2015

Language:

english

File:

PDF, 461 KB

english, 2015

27

Estimation of Optimal Treatment Regimes Using Lists

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

Journal:

Journal of the American Statistical Association

Year:

2017

Language:

english

File:

PDF, 720 KB

english, 2017

28

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

Year:

2018

Language:

english

File:

PDF, 681 KB

english, 2018

29

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)

Year:

2020

File:

PDF, 6.56 MB

2020

30

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

Year:

2011

Language:

english

File:

PDF, 938 KB

english, 2011

31

Preface

Rodrigues, Paulo C., Laber, Eric

Journal:

Communications in Statistics - Simulation and Computation

Year:

2016

Language:

english

File:

PDF, 300 KB

english, 2016

32

Functional feature construction for individualized treatment regimes

Laber, Eric B., Staicu, Ana-Maria

Journal:

Journal of the American Statistical Association

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

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

Year:

2017

File:

PDF, 30 KB

2017

34

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

Year:

2019

Language:

english

File:

PDF, 1.11 MB

english, 2019

35

Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules

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

Journal:

Year:

2017

Language:

english

File:

PDF, 194 KB

english, 2017

36

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

Year:

2020

File:

PDF, 960 KB

2020

37

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:

Year:

2020

File:

PDF, 731 KB

2020

38

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

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

Journal:

Year:

2013

Language:

english

File:

PDF, 237 KB

english, 2013

39

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

Year:

2015

Language:

english

File:

PDF, 3.92 MB

english, 2015

40

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:

Year:

2015

Language:

english

File:

PDF, 122 KB

english, 2015

41

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

Year:

2016

Language:

english

File:

PDF, 517 KB

english, 2016

42

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

Year:

2020

File:

PDF, 1.13 MB

2020

43

Comment

Zhang, Yichi, Laber, Eric B.

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 360 KB

english, 2015

44

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

Year:

2014

Language:

english

File:

PDF, 296 KB

english, 2014

45

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

Year:

2020

File:

PDF, 1.88 MB

2020

46

Estimating optimal treatment regimes from a classification perspective

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

Journal:

Year:

2012

Language:

english

File:

PDF, 136 KB

english, 2012

47

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:

Year:

2013

Language:

english

File:

PDF, 251 KB

english, 2013

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