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2017

Estimating personalized diagnostic rules depending on individualized characteristics

Liu, Y., Wang, Y., Huang, C. & Zeng, D. Mar 30 2017 In : Statistics in Medicine. 36, 7, p. 1099-1117 19 p.

Research output: Contribution to journalArticle

Screening
Diagnostics
Modality
Imaging
Diffusion Tensor Imaging

Joint partially linear model for longitudinal data with informative drop-outs

Kim, S., Zeng, D. & Taylor, J. M. G. Mar 1 2017 In : Biometrics. 73, 1, p. 72-82 11 p.

Research output: Contribution to journalArticle

dropouts
Partially Linear Model
Drop out
Longitudinal Data
Biomarkers
4 Citations

Mammographic Density Change With Estrogen and Progestin Therapy and Breast Cancer Risk

Byrne, C., Ursin, G., Martin, C. F., Peck, J. D., Cole, E. B., Zeng, D., Kim, E., Yaffe, M. D., Boyd, N. F., Heiss, G., McTiernan, A., Chlebowski, R. T., Lane, D. S., Manson, J. A. E., Wactawski-Wende, J. & Pisano, E. D. Sep 1 2017 In : Journal of the National Cancer Institute. 109, 9, djx001

Research output: Contribution to journalArticle

Progestins
Estrogens
Breast Neoplasms
Odds Ratio
Confidence Intervals

On inference of control-based imputation for analysis of repeated binary outcomes with missing data

Gao, F., Liu, G., Zeng, D., Diao, G., Heyse, J. F. & Ibrahim, J. G. May 4 2017 In : Journal of Biopharmaceutical Statistics. 27, 3, p. 358-372 15 p.

Research output: Contribution to journalArticle

Binary Outcomes
Imputation
Missing Data
Clinical Trials
Biased

Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression

Chen, H., Zeng, D. & Wang, Y. Jan 1 2017 In : Biometrics. 73, 4, p. 1343-1354 12 p.

Research output: Contribution to journalArticle

Nonlinear Mixed Effects Model
Biomarkers
Progression
disease course
Disease Progression

Principal components adjusted variable screening

Liu, Z., Song, R., Zeng, D. & Zhang, J. Jun 1 2017 In : Computational Statistics and Data Analysis. 110, p. 134-144 11 p.

Research output: Contribution to journalArticle

Principal Components
Screening
Rats
Marginal Model
Model Misspecification

Proportional hazards model with a change point for clustered event data

Deng, Y., Zeng, D., Zhao, J. & Cai, J. Sep 1 2017 In : Biometrics. 73, 3, p. 835-845 11 p.

Research output: Contribution to journalArticle

Proportional Hazards Model
Change Point
Proportional Hazards Models
Hazards
risk factors

Semiparametric regression analysis of interval-censored competing risks data

Mao, L., Lin, D. Y. & Zeng, D. Sep 1 2017 In : Biometrics. 73, 3, p. 857-865 9 p.

Research output: Contribution to journalArticle

Semiparametric Regression
Competing Risks
Regression Analysis
Regression analysis
regression analysis

Sequential multiple assignment randomization trials with enrichment design

Liu, Y., Wang, Y. & Zeng, D. Jun 1 2017 In : Biometrics. 73, 2, p. 378-390 13 p.

Research output: Contribution to journalArticle

Random Allocation
Randomisation
Assignment
dropouts
Therapeutics

Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects

Diao, G., Zeng, D., Ibrahim, J. G., Rong, A., Lee, O., Zhang, K. & Chen, Q. Nov 2 2017 In : Journal of biopharmaceutical statistics. 27, 6, p. 933-944 12 p.

Research output: Contribution to journalArticle

Non-inferiority
Treatment Effects
Clinical Trials
Guidelines
Pharmaceutical Preparations

Structural social support and cardiovascular disease risk factors in Hispanic/Latino adults with diabetes: results from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL)

Hernandez, R., Carnethon, M., Giachello, A. L., Penedo, F. J., Wu, D., Birnbaum-Weitzman, O., Giacinto, R. E., Gallo, L. C., Isasi, C. R., Schneiderman, N., Teng, Y., Zeng, D. & Daviglus, M. L. Feb 24 2017 (Accepted/In press) In : Ethnicity and Health. p. 1-15 15 p.

Research output: Contribution to journalArticle

Hispanic Americans
Social Support
chronic illness
social support
Cardiovascular Diseases

Targeting physical activity interventions for adults: When should intervention occur?

Holliday, K. M., Lin, D. Y., Chakladar, S., Castañeda, S. F., Daviglus, M. L., Evenson, K. R., Marquez, D. X., Qi, Q., Shay, C. M., Sotres-Alvarez, D., Vidot, D. C., Zeng, D. & Avery, C. L. Apr 1 2017 In : Preventive Medicine. 97, p. 13-18 6 p.

Research output: Contribution to journalArticle

Exercise
Hispanic Americans
Confidence Intervals
Demography
Population
2016

Comment

Chen, J., Liu, Y., Zeng, D., Song, R., Zhao, Y. & Kosorok, M. R. Jul 2 2016 In : Journal of the American Statistical Association. 111, 515, p. 942-947 6 p.

Research output: Contribution to journalComment/debate

Q-learning
Model Misspecification
Leukemia
Chemotherapy
Bayesian Model
2 Citations

Dedicated Three-dimensional Breast Computed Tomography: Lesion Characteristic Perception by Radiologists

Kuzmiak, C., Cole, E., Zeng, D., Tuttle, L., Steed, D. & Pisano, E. Jan 1 2016 In : Journal of Clinical Imaging Science. 6, 1, 14

Research output: Contribution to journalArticle

Breast
Tomography
Information Systems
Radiologists
Research Ethics Committees
1 Citations

Disparities in early transitions to obesity in contemporary multi-ethnic U.S. populations

Avery, C. L., Holliday, K. M., Chakladar, S., Engeda, J. C., Hardy, S. T., Reis, J. P., Schreiner, P. J., Shay, C. M., Daviglus, M. L., Heiss, G., Lin, D. Y. & Zeng, D. Jun 1 2016 In : PLoS ONE. 11, 6, e0158025

Research output: Contribution to journalArticle

Mexican Americans
obesity
Obesity
Nutrition
Extrapolation

Estimating Treatment Effects for Recurrent Events in the Presence of Rescue Medications: An Application to the Immune Thrombocytopenia Study

Gao, F., Zeng, D., Wei, H., Wang, X. & Ibrahim, J. G. Aug 29 2016 (Accepted/In press) In : Statistics in Biosciences. p. 1-17 17 p.

Research output: Contribution to journalArticle

Recurrent Events
Idiopathic Thrombocytopenic Purpura
Treatment Effects
Platelets
Hemorrhage
6 Citations

Maximum likelihood estimation for semiparametric transformation models with interval-censored data

Zeng, D., Mao, L. & Lin, D. Y. Jun 23 2016 In : Biometrika. 103, 2, p. 253-271 19 p.

Research output: Contribution to journalArticle

Time-dependent Covariates
Interval-censored Data
Transformation Model
Maximum likelihood estimation
Semiparametric Model
1 Citations

Personalized Dose Finding Using Outcome Weighted Learning

Chen, G., Zeng, D. & Kosorok, M. R. Oct 1 2016 In : Journal of the American Statistical Association. 111, 516, p. 1509-1521 13 p.

Research output: Contribution to journalArticle

Dose Finding
Dose
Cohort Study
Randomized Trial
Continuous Distributions

Quantile regression models for current status data

Ou, F. S., Zeng, D. & Cai, J. Nov 1 2016 In : Journal of Statistical Planning and Inference. 178, p. 112-127 16 p.

Research output: Contribution to journalArticle

Current Status Data
Quantile Regression
Failure Time
Regression Model
Epidemiology

Rejoinder

Chen, G., Zeng, D. & Kosorok, M. R. Oct 1 2016 In : Journal of the American Statistical Association. 111, 516, p. 1543-1547 5 p.

Research output: Contribution to journalComment/debate

Reply to Comments

Zeng, D., Gao, F., Ibrahim, J. G., Hu, K. & Jia, C. Apr 30 2016 In : Statistics in Medicine. 35, 9, p. 1560 1 p.

Research output: Contribution to journalLetter

Sample Size
Human
Counting Process
Support Vector
Hazard
Hazards
Hazard Function
2 Citations

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

Laber, E. B., Zhao, Y. Q., Regh, T., Davidian, M., Tsiatis, A., Stanford, J. B., Zeng, D., Song, R. & Kosorok, M. R. Apr 15 2016 In : Statistics in medicine. 35, 8, p. 1245-1256 12 p.

Research output: Contribution to journalArticle

Randomized Trial
Randomized Clinical Trial
Generative Models
Sample Size
Therapeutics
1 Citations

Variable selection for case-cohort studies with failure time outcome

Ni, A., Cai, J. & Zeng, D. Sep 1 2016 In : Biometrika. 103, 3, p. 547-562 16 p.

Research output: Contribution to journalArticle

Cohort Study
Failure Time
Variable Selection
Case-cohort Design
selection methods
2015
1 Citations

A counterfactual P -Value approach for benefit-risk assessment in clinical trials

Zeng, D., Chen, M. H., Ibrahim, J. G., Wei, R., Ding, B., Ke, C. & Jiang, Q. Jan 1 2015 In : Journal of Biopharmaceutical Statistics. 25, 3, p. 508-524 17 p.

Research output: Contribution to journalArticle

Risk Assessment
Clinical Trials
p-Value
Weights and Measures
Efficacy
3 Citations

Analysis of Sequence Data Under Multivariate Trait-Dependent Sampling

Tao, R., Zeng, D., Franceschini, N., North, K. E., Boerwinkle, E. & Lin, D. Y. Apr 3 2015 In : Journal of the American Statistical Association. 110, 510, p. 560-572 13 p.

Research output: Contribution to journalArticle

Linear regression
Sequencing
Dependent
Simultaneous Inference
Genetic Association

Analysis of the Proportional Hazards Model With Sparse Longitudinal Covariates

Cao, H., Churpek, M. M., Zeng, D. & Fine, J. P. Jul 3 2015 In : Journal of the American Statistical Association. 110, 511, p. 1187-1196 10 p.

Research output: Contribution to journalArticle

Proportional Hazards Model
Covariates
Kernel Estimation
Kernel Methods
Time-varying Covariates
14 Citations

Doubly robust learning for estimating individualized treatment with censored data

Zhao, Y. Q., Zeng, D., Laber, E. B., Song, R., Yuan, M. & Kosorok, M. R. 2015 In : Biometrika. 102, 1, p. 151-168 18 p.

Research output: Contribution to journalArticle

Censored Data
learning
Learning
Censoring
Survival
3 Citations

Hypothesis testing for two-stage designs with over or under enrollment

Zeng, D., Gao, F., Hu, K., Jia, C. & Ibrahim, J. G. Jul 20 2015 In : Statistics in Medicine. 34, 16, p. 2417-2426 10 p.

Research output: Contribution to journalArticle

Two-stage Design
Hypothesis Testing
Sample Size
Type I error
Normal Approximation
11 Citations

Impact of a rapid microarray-based assay for identification of positive blood cultures for treatment optimization for patients with streptococcal and enterococcal bacteremia

Roshdy, D. G., Tran, A., LeCroy, N., Zeng, D., Oud, F. S., Daniels, L. M., Weber, D. J., Alby, K. & Miller, M. B. Jan 1 2015 In : Journal of Clinical Microbiology. 53, 4, p. 1411-1414 4 p.

Research output: Contribution to journalArticle

Bacteremia
Anti-Bacterial Agents
Viridans Streptococci
Therapeutics
Blood Culture
2 Citations

Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration

Chen, T., Zeng, D. & Wang, Y. Dec 1 2015 In : Biometrics. 71, 4, p. 918-928 11 p.

Research output: Contribution to journalArticle

Data integration
Data Integration
Random Effects
learning
Learning
25 Citations

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Zhao, Y. Q., Zeng, D., Laber, E. B. & Kosorok, M. R. Apr 3 2015 In : Journal of the American Statistical Association. 110, 510, p. 583-598 16 p.

Research output: Contribution to journalArticle

Statistical Learning
Q-learning
Smoking
Nonparametric Estimator
Decision Rules
17 Citations

Novel metabolic markers for the risk of diabetes development in American Indians

Zhao, J., Zhu, Y., Hyun, N., Zeng, D., Uppal, K., Tran, V. T., Yu, T., Jones, D., He, J., Lee, E. T. & Howard, B. V. Jan 1 2015 In : Diabetes Care. 38, 2, p. 220-227 8 p.

Research output: Contribution to journalArticle

North American Indians
Type 2 Diabetes Mellitus
Fasting
Metabolomics
Liquid Chromatography
6 Citations

On random-effects meta-analysis

Zeng, D. & Lin, D. Y. 2015 In : Biometrika. 102, 2, p. 281-294 14 p.

Research output: Contribution to journalArticle

Normal distribution
Random Effects
meta-analysis
Maximum likelihood
Meta-Analysis
6 Citations

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

Song, R., Kosorok, M., Zeng, D., Zhao, Y., Laber, E. & Yuan, M. Feb 8 2015 In : Stat. 4, 1, p. 59-68 10 p.

Research output: Contribution to journalArticle

Sparse Representation
Variable Selection
Medicine
Estimator
Learning
6 Citations

Penalized Q-learning for dynamic treatment regimens

Song, R., Wang, W., Zeng, D. & Kosorok, M. R. Jul 1 2015 In : Statistica Sinica. 25, 3, p. 901-920 20 p.

Research output: Contribution to journalArticle

Q-learning
Statistical Inference
Clinical Trials
Longitudinal Data
Numerical Study

Quantifying the average of the time-varying hazard ratio via a class of transformations

Chen, Q., Zeng, D., Ibrahim, J. G., Chen, M. H., Pan, Z. & Xue, X. 2015 In : Lifetime Data Analysis. 21, 2, p. 259-279 21 p.

Research output: Contribution to journalArticle

Hazard
Time-varying
Hazards
Proportional Hazards Models
Cox Model
2 Citations

Regression analysis of sparse asynchronous longitudinal data

Cao, H., Zeng, D. & Fine, J. P. Sep 1 2015 In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 77, 4, p. 755-776 22 p.

Research output: Contribution to journalArticle

Longitudinal Data
Regression Analysis
Covariates
Weighted Estimating Equations
Invariant
7 Citations

Reinforcement Learning Trees

Zhu, R., Zeng, D. & Kosorok, M. R. Oct 2 2015 In : Journal of the American Statistical Association. 110, 512, p. 1770-1784 15 p.

Research output: Contribution to journalArticle

Reinforcement Learning
Random Forest
Threefolds
Asymptotic Properties
Reinforcement learning
1 Citations

Semiparametric transformation models for multiple continuous biomarkers in ROC analysis

Kim, E., Zeng, D. & Zhou, X. H. Sep 1 2015 In : Biometrical Journal. 57, 5, p. 808-833 26 p.

Research output: Contribution to journalArticle

Transformation Model
Operating Characteristics
Semiparametric Model
Biomarkers
ROC Curve
7 Citations

Whole Breast Ultrasound: Comparison of the Visibility of Suspicious Lesions with Automated Breast Volumetric Scanning Versus Hand-Held Breast Ultrasound.

Kuzmiak, C. M., Ko, E. Y., Tuttle, L. A., Steed, D., Zeng, D. & Yoon, S. C. Jul 1 2015 In : Academic Radiology. 22, 7, p. 870-879 10 p.

Research output: Contribution to journalArticle

Breast
Hand
Information Systems
Biopsy
Research Ethics Committees
2014

A Likelihood-Based Framework for Association Analysis of Allele-Specific Copy Numbers

Hu, Y. J., Lin, D. Y., Sun, W. & Zeng, D. Oct 2 2014 In : Journal of the American Statistical Association. 109, 508, p. 1533-1545 13 p.

Research output: Contribution to journalArticle

Likelihood
Single nucleotide Polymorphism
Measurement Error
Genome
Framework
4 Citations

An overview of semiparametric models in survival analysis

Guo, S. & Zeng, D. Jan 1 2014 In : Journal of Statistical Planning and Inference. 151-152, p. 1-16 16 p.

Research output: Contribution to journalReview article

Survival Analysis
Semiparametric Model
Linear Transformation Model
Proportional Odds Model
Censored Observations
1 Citations

Assessing temporal agreement between central and local progression-free survival times

Zeng, D., Cornea, E., Dong, J., Pan, J. & Ibrahim, J. G. Feb 28 2014 In : Statistics in Medicine. 34, 5, p. 844-858 15 p.

Research output: Contribution to journalArticle

Survival Time
Progression
Disease-Free Survival
Censoring
Clinical Trials
1 Citations

Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome

Chen, M. H., Ibrahim, J. G., Zeng, D., Hu, K. & Jia, C. Jan 1 2014 In : Biometrics. 70, 4, p. 1003-1013 11 p.

Research output: Contribution to journalArticle

Bayesian Design
Recurrent Events
Myelodysplastic Syndromes
Clinical Trials
hemorrhage
10 Citations

Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching

Zhang, Y., Chen, M. H., Ibrahim, J. G., Zeng, D., Chen, Q., Pan, Z. & Xue, X. Jan 2014 In : Lifetime Data Analysis. 20, 1, p. 76-105 30 p.

Research output: Contribution to journalArticle

Deviance Information Criterion
Colorectal Cancer
Frailty Model
Competing Risks
Survival Data
1 Citations

Censored quantile regression with varying coefficients

Yin, G., Zeng, D. & Li, H. Apr 1 2014 In : Statistica Sinica. 24, 2, p. 855-870 16 p.

Research output: Contribution to journalArticle

Cumulative Hazard Function
Random Censoring
Censored Regression
Generalized Method of Moments
Regression Estimate

Comment

Chen, H. & Zeng, D. Oct 2 2014 In : Journal of the American Statistical Association. 109, 508, p. 1350-1353 4 p.

Research output: Contribution to journalComment/debate

3 Citations

Comment on “Dynamic treatment regimes: Technical challenges and applications”

Goldberg, Y., Song, R., Zeng, D. & Kosorok, M. R. 2014 In : Electronic Journal of Statistics. 8, p. 1290-1300 11 p.

Research output: Contribution to journalArticle

Estimator
Penalization
Smoothing
Alternatives
9 Citations

Comparison of a stationary digital breast tomosynthesis system to magnified 2d mammography using breast tissue specimens

Tucker, A. W., Calliste, J., Gidcumb, E. M., Wu, J., Kuzmiak, C. M., Hyun, N., Zeng, D., Lu, J., Zhou, O. & Lee, Y. Z. Dec 1 2014 In : Academic Radiology. 21, 12, p. 1547-1552 6 p.

Research output: Contribution to journalArticle

Mammography
Breast
Calcinosis
Neoplasms
Carbon Nanotubes