Marie Davidian
#134,150
Most Influential Person Across History
American biostatistician
Marie Davidian's AcademicInfluence.com Rankings
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Mathematics
Marie Davidian's Degrees
- PhD Statistics University of North Carolina at Chapel Hill
- Masters Statistics University of North Carolina at Chapel Hill
- Bachelors Mathematics University of North Carolina at Chapel Hill
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Why Is Marie Davidian Influential?
(Suggest an Edit or Addition)According to Wikipedia, Marie Davidian is an American biostatistician known for her work in longitudinal data analysis and precision medicine. She is the J. Stuart Hunter Distinguished Professor of Statistics at North Carolina State University. She was president of the American Statistical Association for 2013.
Marie Davidian's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study (2004) (1401)
- Variance Function Estimation (1987) (685)
- Doubly robust estimation of causal effects. (2011) (644)
- Joint modelling of longitudinal and time-to-event data: an overview (2004) (573)
- Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. (2008) (501)
- Nonlinear Models for Repeated Measurement Data (1995) (489)
- A Robust Method for Estimating Optimal Treatment Regimes (2012) (392)
- Nonlinear models for repeated measurement data: An overview and update (2003) (373)
- Hierarchical Linear Models: Applications and Data Analysis Methods (2003) (317)
- A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error (2001) (309)
- Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data (2009) (303)
- Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data (2001) (301)
- Covariate adjustment for two‐sample treatment comparisons in randomized clinical trials: A principled yet flexible approach (2008) (278)
- A Semiparametric Likelihood Approach to Joint Modeling of Longitudinal and Time‐to‐Event Data (2002) (252)
- Estimating optimal treatment regimes from a classification perspective (2012) (240)
- HIV dynamics: Modeling, data analysis, and optimal treatment protocols (2005) (237)
- The Nonlinear Mixed Effects Model with a Smooth Random Effects Density (1993) (236)
- The analysis of multivariate longitudinal data: A review (2014) (228)
- Improving Efficiency of Inferences in Randomized Clinical Trials Using Auxiliary Covariates (2008) (205)
- Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes (2012) (189)
- Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. (2013) (169)
- Estimating the parameters in the Cox model when covariate variables are measured with error. (1998) (158)
- Estimation of Survival Distributions of Treatment Policies in Two‐Stage Randomization Designs in Clinical Trials (2002) (137)
- Marginal structural models for analyzing causal effects of time-dependent treatments: an application in perinatal epidemiology. (2004) (131)
- An estimator for the proportional hazards model with multiple longitudinal covariates measured with error. (2002) (125)
- Randomized COMparison of Platelet Inhibition With Abciximab, TiRofiban and Eptifibatide During Percutaneous Coronary Intervention in Acute Coronary Syndromes: The COMPARE Trial (2002) (124)
- Timing of HAART initiation and clinical outcomes in human immunodeficiency virus type 1 seroconverters. (2011) (121)
- Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study with Missing Data. (2005) (112)
- A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution. (2002) (103)
- An Inverse Problem Statistical Methodology Summary (2009) (102)
- Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine (1992) (93)
- Using decision lists to construct interpretable and parsimonious treatment regimes (2015) (90)
- Population pharmacokinetic/pharmacodynamic methodology and applications: a bibliography. (1994) (86)
- Some general estimation methods for nonlinear mixed-effects models. (1993) (83)
- Survival Benefit of Lung Transplantation in the Modern Era of Lung Allocation (2016) (83)
- Variance functions and the minimum detectable concentration in assays. Technical report, August 1985-August 1986 (1988) (83)
- Ten Simple Rules for Effective Statistical Practice (2016) (78)
- Semiparametric Estimation of Treatment Effect in a Pretest‐Posttest Study (2003) (74)
- A Two-Step Approach to Measurement Error in Time-Dependent Covariates in Nonlinear Mixed-Effects Models, with Application to IGF-I Pharmacokinetics (1997) (70)
- Some Simple Methods for Estimating Intraindividual Variability in Nonlinear Mixed Effects Models (1993) (70)
- A Note on Extended Quasi-Likelihood (1988) (67)
- Modelling HIV immune response and validation with clinical data (2008) (63)
- Consequences of misspecifying assumptions in nonlinear mixed effects models (2000) (63)
- Nonlinear Mixed Effects Models (2011) (61)
- On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: Sequential trials, random sample sizes, and missing data (2014) (57)
- Gene‐Trait Similarity Regression for Multimarker‐Based Association Analysis (2009) (56)
- Regression and calibration with nonconstant error variance (1990) (54)
- “Smooth” Semiparametric Regression Analysis for Arbitrarily Censored Time‐to‐Event Data (2008) (53)
- Conditional Estimation for Generalized Linear Models When Covariates Are Subject‐Specific Parameters in a Mixed Model for Longitudinal Measurements (2004) (51)
- Interpretable Dynamic Treatment Regimes (2016) (50)
- The effect of serial dilution error on calibration inference in immunoassay. (1998) (50)
- Improved Doubly Robust Estimation When Data Are Monotonely Coarsened, with Application to Longitudinal Studies with Dropout (2011) (47)
- On estimation of optimal treatment regimes for maximizing t‐year survival probability (2014) (45)
- A note on covariate measurement error in nonlinear mixed effects models (1996) (42)
- Model fitting and prediction with HIV treatment interruption data (2005) (41)
- Differential Treatment Benefit of Platelet Glycoprotein IIb/IIIa Inhibition With Percutaneous Coronary Intervention Versus Medical Therapy for Acute Coronary Syndromes: Exploration of Methods (2004) (37)
- Mixed model analysis of censored longitudinal data with flexible random-effects density. (2012) (35)
- Estimating Data Transformations in Nonlinear Mixed Effects Models (2000) (34)
- Nonlinear Models for Longitudinal Data (2009) (33)
- Latent-model robustness in structural measurement error models (2006) (33)
- Dynamic Treatment Regimes (2019) (32)
- Joint models for longitudinal data: Introduction and overview (2008) (31)
- Strati cation and weighting via the propensity score in estimation of causal treatment e ects : a comparative study (2004) (30)
- The effect of variance function estimation on nonlinear calibration inference in immunoassay data. (1996) (30)
- Bootstrap-Adjusted Calibration Confidence Intervals for Immunoassay (1997) (29)
- Smoothing Spline‐Based Score Tests for Proportional Hazards Models (2006) (28)
- Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection. (2007) (28)
- Handbooks of Modern Statistical Methods Longitudinal Data Analysis (2008) (26)
- Assays for recombinant proteins: a problem in non-linear calibration. (1994) (26)
- Robust Two‐Stage Estimation in Hierarchical Nonlinear Models (2001) (25)
- Estimation and Prediction With HIV-Treatment Interruption Data (2007) (25)
- Correcting for Measurement Error in Individual‐Level Covariates in Nonlinear Mixed Effects Models (2000) (25)
- Latent‐Model Robustness in Joint Models for a Primary Endpoint and a Longitudinal Process (2009) (24)
- Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART. (2017) (24)
- A Moment‐Adjusted Imputation Method for Measurement Error Models (2011) (22)
- Using pilot data to size a two‐arm randomized trial to find a nearly optimal personalized treatment strategy (2016) (22)
- Optimal two‐stage dynamic treatment regimes from a classification perspective with censored survival data (2018) (21)
- Estimation of variance functions in assays with possibly unequal replication and nonnormal data (1990) (21)
- Aren't we data science? (2013) (20)
- Why Statistics? (2012) (19)
- A model for HCMV infection in immunosuppressed patients (2009) (19)
- Non-linear mixed-effects models (2008) (18)
- Estimating optimal treatment regimes from a classification perspective (2016) (17)
- Linear Mixed Effects Models with Flexible Generalized Skew-Elliptical Random Effects (2004) (17)
- Assessing the Causal Effect of Organ Transplantation on the Distribution of Residual Lifetime (2013) (17)
- Estimation After a Group Sequential Trial (2015) (15)
- ‘Smooth’ inference for survival functions with arbitrarily censored data (2008) (14)
- Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial. (2011) (14)
- Likelihood and pseudo-likelihood methods for semiparametric joint models for a primary endpoint and longitudinal data (2007) (13)
- A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants. (2021) (13)
- Generalized Sensitivities and Optimal Experimental Design (2009) (12)
- Analysis of repeated measurement data using the nonlinear mixed effects model (1993) (11)
- Testing homogeneity of intra-run variance parameters in immunoassay. (1997) (11)
- Estimating vaccine efficacy over time after a randomized study is unblinded (2021) (11)
- Calibration inference based on multiple runs of an immunoassay. (1997) (11)
- Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules. (2016) (10)
- Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data (2004) (9)
- Variable selection for covariate‐adjusted semiparametric inference in randomized clinical trials (2012) (9)
- Non-linear Models for Longitudinal Data. (2009) (8)
- Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats (2003) (6)
- Experimental statistics for biological sciences. (2010) (6)
- The International Year of Statistics: A Celebration and A Call to Action (2013) (6)
- Dynamic treatment regimes, past, present, and future: A conversation with experts (2017) (6)
- SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models. (2014) (6)
- Al-Qāyinī on the Duration of Dawn and Twilight (1961) (6)
- Discussion of “Combining biomarkers to optimize patient treatment recommendation” (2014) (5)
- Report of the Editors – 2007 (2008) (5)
- Introducing a SAS® macro for doubly robust estimation (2007) (5)
- Nonlinear Models for Repeated Data Measurement (1996) (4)
- Sample Size Calculations for SMARTs (2019) (4)
- Development of structured treatment interruption strategies for HIV infection (2006) (4)
- Regression-based multi-marker analysis for genome-wide association studies using haplotype similarity (2007) (4)
- Al-Bīrūnī on the Time of Day from Shadow Lengths@@@Al-Biruni on the Time of Day from Shadow Lengths (1960) (3)
- Some Simple Methods for Estimating Intraindividual Variability in Nonlinear Random Effects Models (2008) (3)
- Pharmacokinetic and pharmacodynamic analysis (2017) (3)
- Discussion of two important missing data issues (2004) (3)
- Moment adjusted imputation for multivariate measurement error data with applications to logistic regression (2013) (3)
- Sizing a phase II trial to find a nearly optimal personalized treatment strategy (2014) (3)
- The analysis of multivariate longitudinal data: A review (2017) (3)
- Doctoral training in statistics and biostatistics: Where are we headed? (2013) (2)
- An Introduction to the Analysis of Longitudinal Data (2003) (2)
- Report of the Editors—2008 (2009) (2)
- Joint models for longitudinal data (2008) (2)
- Surgeons’ Economic Profiles: Can We Get the “Right” Answers? (2005) (2)
- Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia. (2019) (2)
- Simulation Study of Estimators for Treatment Efiect in a Pretest-Posttest Study with Posttest Response Missing at Random (2004) (2)
- Discussion of "Connections Between Survey Calibration Estimators and Semiparametric Models for Incomplete Data" by T. Lumley, P.A. Shaw & J.Y. Dai. (2011) (2)
- Discussion of joint modeling longitudinal and survival data (2004) (2)
- Research Methods for Clinical Trials in Personalized Medicine: A Systematic Review (2012) (2)
- Joint models for continuous and discrete longitudinal data (2008) (2)
- Constrained four parameter logistic model. (2002) (2)
- Collaboration To Meet the Statistical Needs in the Chemistry Curriculum (2014) (2)
- Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia. (2019) (2)
- Chapter 9: Value search estimators for optimal dynamic treatment regimes (2015) (1)
- NONLINEAR MIXED EFFECTS MODELS An Overview and Update (2004) (1)
- Bias Reduction in Logistic Regression with Estimated Variance Predictors (2013) (1)
- Response to reader reaction (2015) (1)
- THE INTERNATIONAL YEAR OF STATISTICS, THE AMERICAN STATISTICAL ASSOCIATION, AND A NEW COLLABORATION (2013) (1)
- Computational approaches for maximum likelihood estimation for nonlinear mixed models (2000) (1)
- Nonlinear regression models for individual data (2017) (1)
- Variance function estimation in heteroscedastic regression models (1986) (1)
- Sequential Multiple Assignment Randomized Trials (2015) (1)
- Biometrics, JABES and the International Biometric Society (2017) (1)
- Estimation of the odds ratio in a proportional odds model with censored time-lagged outcome in a randomized clinical trial. (2021) (1)
- Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions (2022) (1)
- Implementation of generalized least squares (2009) (0)
- Biometrics, JABES and the International Biometric Society (2017) (0)
- Regimes Based on Time-to-Event Outcomes (2019) (0)
- Rule 3 : Plan Ahead , Really Ahead (2016) (0)
- Behavioral cancer pain intervention dosing: results of a Sequential Multiple Assignment Randomized Trial. (2023) (0)
- 2015 CHARLES L. ODOROFF MEMORIAL LECTURE (2015) (0)
- The work of Raymond J. Carroll : the impact and influence of a statistician (2014) (0)
- Smooth Nonparametric Maximum Likelihood Estimation (2016) (0)
- 26 Nested Markov models of directed acyclic mixed graphs (2012) (0)
- Title Connections between Survey Calibration Estimators and Semiparametric Models for Incomplete Data Discussion (2011) (0)
- Multiple Decision Treatment Regimes: Formal Framework (2019) (0)
- 10 Quadratic vs . linear estimating equations for β 10 . 1 (2009) (0)
- SPEED Sessions come to JSM (2013) (0)
- Hierarchical nonlinear models (2017) (0)
- Interim monitoring of sequential multiple assignment randomized trials using partial information. (2022) (0)
- Multiple Decision Treatment Regimes: Overview (2019) (0)
- Calibration and Regression with Nonconstant Error Variance (2008) (0)
- Discussion on "Statistical Issues Arising in the Women's Health Initiative" (2005) (0)
- Estimation After a Group Sequential Trial (2014) (0)
- Hierarchical linear models (2017) (0)
- Inference based on linearization (2017) (0)
- Optimal Multiple Decision Treatment Regimes (2019) (0)
- Single Decision Treatment Regimes: Fundamentals (2019) (0)
- Optimal Dynamic Treatment Regimes (2016) (0)
- Not just a New Year... An International Year of Statistics (2013) (0)
- Estimating Weights in Heteroscedastic Regression Models by Applying Least Squares to Squared or Absolute Residuals. (1985) (0)
- Discussions (1874) (0)
- Inference based on individual estimates (2017) (0)
- A Study of Estimation in a Normal Heteroscedastic Regression Model with Type I Censored Data (1989) (0)
- Publishing without perishing and other career advice (2014) (0)
- Report of the Editors—2011 (2012) (0)
- A general framework for subgroup detection via one-step value difference estimation. (2022) (0)
- Aggregate Data and Inverse Problems (2009) (0)
- Preliminaries (2019) (0)
- Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data (2021) (0)
- 7 Detection and modeling of nonconstant variance 7 . 1 (2009) (0)
- Inverse Problems and the Iterative Modeling Process MA-ST 810 Fall, 2009 (2009) (0)
- DAVIDIAN 4 Introduction to modeling longitudinal data (0)
- Demystifying double Rogbustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Comment. (2007) (0)
- Building the Biostatistics Pipeline: Summer Institutes for Training in Biostatistics (SIBS) (2013) (0)
- Extending the Linear Mixed Effects Model Worked Examples (2007) (0)
- JSM 2013: A postscript (2013) (0)
- Rejoinder: Estimating vaccine efficacy over time after a randomized study is unblinded (2021) (0)
- Variance Function Estimation. Revision. (1987) (0)
- Additional Topics (2019) (0)
- Report of the Editors—2009 (2010) (0)
- Some distributions arising from a sequence of observations and their applications (1960) (0)
- 4 Generalized ( non ) linear models 4 . 1 (2009) (0)
- Open problems and discussion (2017) (0)
- Group sequential methods for interim monitoring of randomized clinical trials with time‐lagged outcome (2022) (0)
- Nonparametric and semiparametric inference (2017) (0)
- Introduction (2019) (0)
- Professional Ethics for Statisticians: Issues and advice (2011) (0)
- Report of the Editors—2017 (2018) (0)
- Practice of Epidemiology Doubly Robust Estimation of Causal Effects (2011) (0)
- Special Issue of Journal of Biopharmaceutical Statistics dedicated to 2016 Trends and Innovations in Clinical Trial Statistics (TICTS) Conference (2017) (0)
- Building the Statistical Work Force: Increasing the Pipeline of U.S. Students (2013) (0)
- CONNECTION OF MEASURING APPARATUS TO A COMPUTER. (1969) (0)
- Report of the Editors—2010 (2011) (0)
- Statistical Inference (2019) (0)
- 135 Documenting variability in indoor allergen ELISAs (1996) (0)
- Single Decision Treatment Regimes: Additional Methods (2019) (0)
- The Relationship Between Transformation and Weighting in Regression , With Application to Biological and Physical Science (2008) (0)
- 3 Random Vectors and Multivariate Normal Distribution 3.1 Preliminaries (0)
- Analysis of assay data (2017) (0)
- Statistics and scientists: Raising Awareness Through AAAS (2013) (0)
- Traditional and Generalized Sensitivity Functions and Their Uses in Biomathematical Models (2009) (0)
- Web-based Supplementary Materials for “ Improving efficiency of inferences on treatment effect in two-arm randomized trials using auxiliary covariates ” (2007) (0)
- ASA Delegation to Cuba (2013) (0)
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