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M. Davidian · SciRah

Researcher profile · Semantic Scholar

M. Davidian

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M. Davidian — researcher profile on SciRah

h-index: 55
Works: 227
Citations: 15K

Most-cited papers

A Robust Method for Estimating Optimal Treatment Regimes
Ba-Qun Zhang, A. Tsiatis, Eric B. Laber, M. Davidian
2012Biometrics431 citations Open access
Semantic Scholar
The analysis of multivariate longitudinal data: A review
G. Verbeke, S. Fieuws, G. Molenberghs, M. Davidian
2012Statistical Methods in Medical Research282 citations Open access
Semantic Scholar
Estimating Optimal Treatment Regimes from a Classification Perspective
Ba-Qun Zhang, A. Tsiatis, M. Davidian, Min Zhang +1 more
2012Stat277 citations Open access
Semantic Scholar
Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes
Phillip J. Schulte, A. Tsiatis, Eric B. Laber, M. Davidian
2012Statistical Science249 citations Open access
Semantic Scholar
Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions
Ba-Qun Zhang, A. Tsiatis, Eric B. Laber, M. Davidian
2013Biometrika228 citations Open access
Semantic Scholar
Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes
Yi-Chi Zhang, Eric B. Laber, A. Tsiatis, M. Davidian
2015Biometrics108 citations Open access
Semantic Scholar
Survival Benefit of Lung Transplantation in the Modern Era of Lung Allocation
D. Vock, M. Durheim, W. Tsuang, Ashley C. Finlen Copeland +5 more
2016Annals of the American Thoracic Society101 citations Open access
Semantic Scholar
Ten Simple Rules for Effective Statistical Practice
R. Kass, B. Caffo, M. Davidian, Xiao-Li Meng +2 more
2016PLoS Comput. Biol.95 citations Open access
Semantic Scholar
Generalized estimating equations for longitudinal data analysis from : Longitudinal Data Analysis , Handbooks of Modern Statistical Methods
G. Fitzmaurice, M. Davidian, G. Verbeke, G. Molenberghs +1 more
201889 citations
Semantic Scholar
Interpretable Dynamic Treatment Regimes
Yi-Chi Zhang, Eric B. Laber, M. Davidian, A. Tsiatis
2016Journal of the American Statistical Association81 citations Open access
Semantic Scholar
Dynamic Treatment Regimes
A. Tsiatis, M. Davidian, Shannon T. Holloway, Eric B. Laber
201977 citations
Semantic Scholar
On Estimation of Optimal Treatment Regimes For Maximizing t-Year Survival Probability
Runchao Jiang, Wen-Bin Lu, Rui Song, M. Davidian
2014Journal of The Royal Statistical Society Series B-statistical Methodology70 citations Open access
Semantic Scholar
A Placebo‐Controlled, Prospective, Randomized Clinical Trial of Polyethylene Glycol and Methylprednisolone Sodium Succinate in Dogs with Intervertebral Disk Herniation
Natasha J. Olby, Audrey C. Muguet-Chanoit, Ji-Hey Lim, M. Davidian +9 more
2015Journal of Veterinary Internal Medicine66 citations Open access
Semantic Scholar
Estimating optimal treatment regimes from a classification perspective
Ba-Qun Zhang, A. Tsiatis, M. Davidian, M. Zhang +1 more
201660 citations Open access
Semantic Scholar
Why Statistics?
M. Davidian, T. Louis
2012Science53 citations
Semantic Scholar
On Random Sample Size, Ignorability, Ancillarity, Completeness, Separability, and Degeneracy: Sequential Trials, Random Sample Sizes, and Missing Data
G. Molenberghs, M. Kenward, M. Aerts, G. Verbeke +3 more
2012Statistical Methods in Medical Research53 citations Open access
Semantic Scholar
Mixed model analysis of censored longitudinal data with flexible random-effects density.
D. Vock, M. Davidian, A. Tsiatis, A. Muir
2012Biostatistics36 citations Open access
Semantic Scholar
A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants
Janice L. Krieger, J. Neil, Kyle A. Duke, Mohan S Zalake +10 more
2021American Journal of Preventive Medicine34 citations Open access
Semantic Scholar
Optimizing Delivery of a Behavioral Pain Intervention in Cancer Patients Using a Sequential Multiple Assignment Randomized Trial SMART
S. Kelleher, Caroline S. Dorfman, Jennifer C. Plumb Vilardaga, C. Majestic +13 more
2017Contemporary Clinical Trials33 citations Open access
Semantic Scholar
Optimal Two-Stage Dynamic Treatment Regimes from a Classification Perspective with Censored Survival Data
Rebecca Hager, A. Tsiatis, M. Davidian
2018Biometrics30 citations Open access
Semantic Scholar
A Moment Adjusted Imputation Method for Measurement Error Models
L. Thomas, L. Stefanski, M. Davidian
2011Biometrics27 citations Open access
Semantic Scholar
Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy
Eric B. Laber, Ying‐Qi Zhao, Todd Regh, M. Davidian +5 more
2015Statistics in Medicine23 citations Open access
Semantic Scholar
Estimating vaccine efficacy over time after a randomized study is unblinded
A. Tsiatis, M. Davidian
2021Biometrics21 citations Open access
Semantic Scholar
Aren't we data science?
M. Davidian
201321 citations
Semantic Scholar
The analysis of multivariate longitudinal data: A review
G. Verbeke, S. Fieuws, G. Molenberghs, M. Davidian
2017Statistical Methods in Medical Research19 citations
Semantic Scholar
Behavioral Cancer Pain Intervention Dosing: Results of a Sequential Multiple Assignment Randomized Trial
Tamara J. Somers, Joseph G. Winger, H. Fisher, Kelly A. Hyland +10 more
2023Pain18 citations
Semantic Scholar
Estimation After a Group Sequential Trial
E. Milanzi, G. Molenberghs, A. Alonso, M. Kenward +3 more
2014Statistics in Biosciences17 citations Open access
Semantic Scholar
Assessing the Causal Effect of Organ Transplantation on the Distribution of Residual Lifetime
D. Vock, A. Tsiatis, M. Davidian, Eric B. Laber +3 more
2013Biometrics16 citations Open access
Semantic Scholar
Dynamic treatment regimes, past, present, and future: A conversation with experts
Eric B. Laber, M. Davidian
2017Statistical Methods in Medical Research12 citations Open access
Semantic Scholar
Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials
Shuai Yuan, Hao Helen Zhang, M. Davidian
2012Statistics in Medicine12 citations Open access
Semantic Scholar
Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia.
A. Ruppert, Jun Yin, M. Davidian, A. Tsiatis +3 more
2019Annals of Oncology11 citations Open access
Semantic Scholar
Sample Size Calculations for SMARTs
Eric J Rose, Eric B. Laber, M. Davidian, A. Tsiatis +2 more
201910 citations
Semantic Scholar
Book Reviews
Ejaz Ahmed, A. Smajgl, Raymond J. Carroll, M. Davidian +2 more
201510 citations
Semantic Scholar
Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules
E. Milanzi, G. Molenberghs, A. Alonso, M. Kenward +3 more
2016Journal of Biometrics & Biostatistics9 citations Open access
Semantic Scholar
Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions
Eric J. Cooks, Kyle A. Duke, J. Neil, M. Vilaro +9 more
2022Journal of Clinical and Translational Science8 citations Open access
Semantic Scholar
Group sequential methods for interim monitoring of randomized clinical trials with time‐lagged outcome
A. Tsiatis, M. Davidian
2022Statistics in Medicine6 citations Open access
Semantic Scholar
Interim monitoring of sequential multiple assignment randomized trials using partial information
Cole Manschot, Eric B. Laber, M. Davidian
2022Biometrics6 citations Open access
Semantic Scholar
The International Year of Statistics: A Celebration and A Call to Action
M. Davidian
20136 citations Open access
Semantic Scholar
Moment Adjusted Imputation for Multivariate Measurement Error Data with Applications to Logistic Regression
L. Thomas, L. Stefanski, M. Davidian
2013Computational Statistics & Data Analysis6 citations Open access
Semantic Scholar
Adaptive randomization methods for sequential multiple assignment randomized trials (smarts) via thompson sampling
P. Norwood, M. Davidian, Eric B. Laber
2024Biometrics5 citations Open access
Semantic Scholar
Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data
M. Davidian
2021Annual Review of Statistics and Its Application5 citations
Semantic Scholar
SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models
D. Vock, M. Davidian, A. Tsiatis
2014Journal of Statistical Software5 citations Open access
Semantic Scholar
Collaboration To Meet the Statistical Needs in the Chemistry Curriculum
M. Davidian, C. Kutal
20144 citations
Semantic Scholar
Independent Increments and Group Sequential Tests
A. Tsiatis, M. Davidian
2025Statistics in Medicine3 citations Open access
Semantic Scholar
A generalized logrank-type test for comparison of treatment regimes in sequential multiple assignment randomized trials
A. Tsiatis, M. Davidian
2024Biometrics3 citations Open access
Semantic Scholar
Estimation of the odds ratio in a proportional odds model with censored time‐lagged outcome in a randomized clinical trial
A. Tsiatis, M. Davidian, Shannon T. Holloway
2021Biometrics3 citations Open access
Semantic Scholar
Cost-Effectiveness Analysis Evaluating Delivery Strategies for Pain Coping Skills Training in Women with Breast Cancer
Yan-Hong Li, S. Reed, Joseph G. Winger, Kelly A. Hyland +7 more
2023Journal of Pain2 citations
Semantic Scholar
Sequential Multiple Assignment Randomized Trials
A. Tsiatis, M. Davidian, Shannon T. Holloway, Eric B. Laber
20152 citations
Semantic Scholar
Sizing a phase II trial to find a nearly optimal personalized treatment strategy
Eric B. Laber, Ying‐Qi Zhao, Todd Regh, M. Davidian +4 more
20142 citations
Semantic Scholar
Doctoral training in statistics and biostatistics: Where are we headed?
M. Davidian
20132 citations
Semantic Scholar

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