Works (139)

2020 book

Dynamic Treatment Regimes: Statistical Methods for Precision Medicine

Boca Raton: Chapman & Hall/CRC Press.

By: A. Tsiatis, M. Davidian, E. Laber & S. Holloway

Source: NC State University Libraries
Added: January 27, 2020

2019 review

Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia

[Review of ]. ANNALS OF ONCOLOGY, 30(4), 542–550.

By: A. Ruppert, J. Yin, M. Davidian, A. Tsiatis, J. Byrd, J. Woyach, S. Mandrekar

Sources: Web Of Science, ORCID
Added: June 17, 2019

2019 book

Dynamic Treatment Regimes: Statistical Methods for Precision Medicine

In CRC Press. Boca Raton, FL: CRC Press.

By: A. Tsiatis, M. Davidian, S. Holloway & E. Laber

Event: at Boca Raton, FL

Source: ORCID
Added: January 23, 2020

2018 journal article

Interpretable Dynamic Treatment Regimes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(524), 1541–1549.

By: Y. Zhang, E. Laber, M. Davidian & A. Tsiatis

Sources: NC State University Libraries, ORCID
Added: February 18, 2019

2018 journal article

Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data

BIOMETRICS, 74(4), 1180–1192.

By: R. Hager, A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: February 25, 2019

2018 entry reference

Q-Learning

By: E. Laber, E. Rose, M. Davidian & A. Tsiatis

Sources: Crossref, ORCID
Added: January 19, 2020

2017 journal article

Biometrics, JABES and the International Biometric Society

Journal of Agricultural, Biological and Environmental Statistics, 22(3), 221–223.

By: E. Thompson, M. Davidian & S. Buckland

Sources: Crossref, ORCID
Added: January 13, 2020

2017 journal article

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

Statistical Methods in Medical Research, 26(4), 1605–1610.

By: E. Laber & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2017 journal article

On estimation of optimal treatment regimes for maximizing t-year survival probability

Journal of the Royal Statistical Society. Series B, Statistical Methodology, 79(4), 1165–1185.

By: R. Jiang, W. Lu, R. Song & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2017 journal article

Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART

Contemporary Clinical Trials, 57, 51–57.

By: S. Kelleher, C. Dorfman, J. Plumb Vilardaga, C. Majestic, J. Winger, V. Gandhi, C. Nunez, A. Van Denburg ...

Sources: NC State University Libraries, Crossref, ORCID
Added: August 6, 2018

2017 journal article

Special issue of journal of biopharmaceutical statistics dedicated to 2016 trends and innovations in clinical trial statistics (TICTS) conference

Journal of Biopharmaceutical Statistics, 27(3), 357–357.

By: M. Davidian, A. Ivanova & O. Marchenko

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2017 journal article

Survival benefit of lung transplantation in the modern era of lung allocation

Annals of the American Thoracic Society, 14(2), 172–181.

By: D. Vock, M. Durheim, W. Tsuang, C. Copeland, A. Tsiatis, M. Davidian, M. Neely, D. Lederer, S. Palmer

Source: NC State University Libraries
Added: August 6, 2018

2017 article

The Analysis of multivariate longitudinal data: a review: response to letter of m. Gebregziabher

Statistical Methods in Medical Research, Vol. 26, pp. 112–112.

By: G. Verbeke, S. Fieuws, G. Molenberghs & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2016 journal article

A placebo-controlled, prospective, randomized clinical trial of polyethylene glycol and methylprednisolone sodium succinate in dogs with intervertebral disk herniation

Journal of Veterinary Internal Medicine, 30(1), 206–214.

By: N. Olby, A. Muguet-Chanoit, J. Lim, M. Davidian, C. Mariani, A. Freeman, S. Platt, J. Humphrey ...

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2016 chapter

Dynamic treatment regimes

In S. L. George, X. Wang, & H. Pang (Eds.), Cancer Clinical Trials: Current and Controversial Issues in Design and Analysis (pp. 409–446). Boca Raton: Chapman & Hall/CRC Press.

By: M. Davidian, A. Tsiatis & E. Laber

Ed(s): S. George, X. Wang & H. Pang

Source: NC State University Libraries
Added: January 27, 2020

2016 article

Estimating optimal treatment regimes from a classification perspective (vol 1, pg 103, 2012)

Stat, Vol. 5, pp. 278–278.

By: B. Zhang, A. Tsiatis, M. Davidian, M. Zhang & E. Laber

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2016 entry reference

Optimal Dynamic Treatment Regimes

By: M. Davidian, A. Tsiatis & E. Laber

Sources: Crossref, ORCID
Added: January 19, 2020

2016 journal article

Ten Simple Rules for Effective Statistical Practice

PLOS Computational Biology, 12(6), e1004961.

By: R. Kass, B. Caffo, M. Davidian, X. Meng, B. Yu & N. Reid

Ed(s): F. Lewitter

Sources: NC State University Libraries, Crossref, ORCID
Added: August 6, 2018

2015 journal article

A robust method for estimating optimal treatment regimes

Biometrics, 71, 271–273.

By: B. Zhang, A. Tsiatis, E. Laber & M. Davidian

Sources: Crossref, ORCID
Added: January 27, 2020

2015 chapter

Chapter 9: Value search estimators for optimal dynamic treatment regimes

In Adaptive Treatment Strategies in Practice (pp. 135–155).

By: M. Davidian, A. Tsiatis & E. Laber

Sources: Crossref, ORCID
Added: January 22, 2020

2015 journal article

Estimation after a group sequential trial

Statistics in Biosciences, 7(2), 187–205.

By: E. Milanzi, G. Molenberghs, A. Alonso, M. Kenward, A. Tsiatis, M. Davidian, G. Verbeke

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2015 journal article

Properties of Estimators in Exponential Family Settings with Observationbased Stopping Rules

Journal of Biometrics & Biostatistics, 07(01).

By: E. Milanzi & G. Molenberghs

Sources: Crossref, ORCID
Added: January 19, 2020

2015 journal article

Using decision lists to construct interpretable and parsimonious treatment regimes

Biometrics, 71(4), 895–904.

By: Y. Zhang, E. Laber, A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2015 journal article

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

Statistics in Medicine, 35(8), 1245–1256.

By: E. Laber, Y. Zhao, T. Regh, M. Davidian, A. Tsiatis, J. Stanford, D. Zeng, R. Song, M. Kosorok

Sources: Crossref, ORCID
Added: January 13, 2020

2014 article

Collaboration to meet the statistical needs in the chemistry curriculum

Journal of Chemical Education, Vol. 91, pp. 12–12.

By: M. Davidian & C. Kutal

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 journal article

Combining biomarkers to optimize patient treatment recommendations discussions

Biometrics, 70(3), 707–710.

By: E. Laber, A. Tsiatis, M. Davidian & S. Holloway

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 chapter

Missing data methods: A semiparametric perspective

In G. Fitzmaurice, M. Kenward, G. Molenberghs, A. A. Tsiatis, & G. Verbeke (Eds.), Handbook of Missing Data. Boca Raton: Chapman & Hall/CRC Press.

By: A. Tsiatis & M. Davidian

Ed(s): G. Fitzmaurice, M. Kenward, G. Molenberghs, A. Tsiatis & G. Verbeke

Source: NC State University Libraries
Added: January 27, 2020

2014 journal article

On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: Sequential trials, random sample sizes, and missing data

Statistical Methods in Medical Research, 23(1), 11–41.

By: G. Molenberghs, M. Kenward, M. Aerts, G. Verbeke, A. Tsiatis, M. Davidian, D. Rizopoulos

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 journal article

Publishing without perishing and other career advice

Past, Present, and Future of Statistical Science, 581–591.

By: M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2014 journal article

Q- and A-learning methods for estimating optimal dynamic treatment regimes

Statistical Science, 29(4), 640–661.

By: P. Schulte, A. Tsiatis, E. Laber & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 chapter

Research Methods for Clinical Trials in Personalized Medicine: A Systematic Review

In Lost in Translation (pp. 659–684).

By: Z. Ren, M. Davidian, S. George, R. Goldberg, F. Wright, A. Tsiatis, M. Kosorok

Sources: Crossref, ORCID
Added: January 22, 2020

2014 journal article

SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models

Journal of Statistical Software, 56(Code Snippet 2).

By: D. Vock, M. Davidian & A. Tsiatis

Sources: Crossref, ORCID
Added: January 22, 2020

2014 book

The Work of Raymond J. Carroll

Ed(s): M. Davidian, X. Lin, J. Morris & L. Stefanski

Sources: Crossref, ORCID
Added: August 6, 2018

2014 journal article

The analysis of multivariate longitudinal data: A review

Statistical Methods in Medical Research, 23(1), 42–59.

By: G. Verbeke, S. Fieuws, G. Molenberghs & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2013 journal article

Assessing the causal effect of organ transplantation on the distribution of residual lifetime

Biometrics, 69(4), 820–829.

By: D. Vock, A. Tsiatis, M. Davidian, E. Laber, W. Tsuang, C. Copeland, S. Palmer

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2013 chapter

Bias Reduction in Logistic Regression with Estimated Variance Predictors

In ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers (pp. 33–51).

By: L. Thomas, L. Stefanski & M. Davidian

Sources: Crossref, ORCID
Added: March 13, 2020

2013 journal article

Building the Biostatistics Pipeline: Summer Institutes for Training in Biostatistics (SIBS)

CHANCE, 26(1), 4–9.

By: L. Sullivan, M. Davidian, A. DeStefano & R. Stone

Sources: Crossref, ORCID
Added: January 23, 2020

2013 journal article

Moment adjusted imputation for multivariate measurement error data with applications to logistic regression

Computational Statistics & Data Analysis, 67, 15–24.

By: L. Thomas, L. Stefanski & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2013 journal article

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

Biometrika, 100(3), 681–694.

By: B. Zhang, A. Tsiatis, E. Laber & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2013 journal article

The international year of statistics: A celebration and a call to action

Journal of the American Statistical Association, 108(504), 1141–1146.

By: M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2012 journal article

A robust method for estimating optimal treatment regimes

Biometrics, 68(4), 1010–1018.

By: B. Zhang, A. Tsiatis, E. Laber & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2012 journal article

Estimating optimal treatment regimes from a classification perspective

Stat, 1(1), 103–114.

By: B. Zhang, A. Tsiatis, M. Davidian, M. Zhang & E. Laber

Sources: ORCID, Crossref
Added: January 23, 2020

2012 journal article

Mixed model analysis of censored longitudinal data with flexible random-effects density

Biostatistics (Oxford, England), 13(1), 61–73.

By: D. Vock, M. Davidian, A. Tsiatis & A. Muir

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2012 journal article

Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials

Statistics in Medicine, 31(29), 3789–3804.

By: S. Yuan, H. Zhang & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2012 journal article

Why statistics?

Science, 336(6077), 12–12.

By: M. Davidian & T. Louis

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2011 journal article

A moment-adjusted imputation method for measurement error models

Biometrics, 67(4), 1461–1470.

By: L. Thomas, L. Stefanski & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2011 journal article

Connections between survey calibration estimators and semiparametric models for incomplete data discussion

International Statistical Review, 79(2), 221–223.

By: A. Tsiatis & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Doubly robust estimation of causal effects

American Journal of Epidemiology, 173(7), 761–767.

By: M. Funk, D. Westreich, C. Wiesen, T. Sturmer, M. Brookhart & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2011 journal article

Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout

Biometrics, 67(2), 536–545.

By: A. Tsiatis, M. Davidian & W. Cao

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2011 journal article

Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial

Biostatistics (Oxford, England), 12(2), 258–269.

By: M. Zhang, A. Tsiatis, M. Davidian, K. Pieper & K. Mahaffey

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2011 journal article

Timing of HAART initiation and clinical outcomes in human immunodeficiency virus type 1 seroconverters

Archives of Internal Medicine, 171(17), 1560–1569.

By: M. Funk, J. Fusco, S. Cole, J. Thomas, K. Porter, J. Kaufman, M. Davidian, A. White, K. Hartmann, J. Eron

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Demographic and historical findings, including exposure to environmental tobacco smoke, in dogs with chronic cough

Journal of Veterinary Internal Medicine, 24(4), 825–831.

By: E. Hawkins, L. Clay, J. Bradley & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2010 chapter

Doubly robust estimation of treatment effects

In D. Faries, A. Leon, J. M. Haro, & R. Obenchain (Eds.), Analysis of Observational Health-Care Data Using SAS. Cary, NC: SAS Press.

By: M. Jonsson Funk, D. Westreich, C. Weisen & M. Davidian

Ed(s): D. Faries, A. Leon, J. Haro & R. Obenchain

Source: NC State University Libraries
Added: January 27, 2020

2010 chapter

Experimental Statistics for biological sciences

In H. Bang, X. K. Zhou, H. L. Van Epps, & M. Mazumdar (Eds.), Statistical Methods in Molecular Biology (pp. 3–104). New York: Springer (Humana Press).

By: H. Bang & M. Davidian

Ed(s): H. Bang, X. Zhou, H. Van Epps & M. Mazumdar

Source: NC State University Libraries
Added: January 27, 2020

2009 journal article

A model for HCMV infection in immunosuppressed patients

Mathematical and Computer Modelling, 49(7-8), 1653–1663.

By: G. Kepler, H. Banksa, M. Davidian & E. Rosenberg

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2009 chapter

An Inverse Problem Statistical Methodology Summary

In Mathematical and Statistical Estimation Approaches in Epidemiology (pp. 249–302).

By: H. Banks, M. Davidian, J. Samuels & K. Sutton

Sources: Crossref, ORCID
Added: January 23, 2020

2009 journal article

Gene-Trait Similarity Regression for Multimarker-Based Association Analysis

Biometrics, 65(3), 822–832.

By: J. Tzeng, D. Zhang, S. Chang, D. Thomas & M. Davidian

Sources: NC State University Libraries, ORCID, Crossref
Added: August 6, 2018

2009 journal article

Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data

Biometrika, 96(3), 723–734.

By: W. Cao, A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2009 journal article

Latent-model robustness in joint models for a primary endpoint and a longitudinal process

Biometrics, 65(3), 719–727.

By: X. Huang, L. Stefanski & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2009 journal article

Nonlinear models for longitudinal data

American Statistician, 63(4), 378–388.

By: J. Serroyen, G. Molenberghs, G. Verbeke & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2008 journal article

"Smooth" semiparametric regression analysis for arbitrarily censored time-to-event data

Biometrics, 64(2), 567–576.

By: M. Zhang & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2008 journal article

'Smooth' inference for survival functions with arbitrarily censored data

Statistics in Medicine, 27(26), 5421–5439.

By: K. Doehler & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2008 conference paper

Covariate adjustment for two-sample treatment comparisons in randomized clinical trials: A principled yet flexible approach

Statistics in Medicine, 27(23), 4658–4677.

By: A. Tsiatis, M. Davidian, M. Zhang & X. Lu

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2008 journal article

Improving efficiency of inferences in randomized clinical trials using auxiliary covariates

Biometrics, 64(3), 707–715.

By: M. Zhang, A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2008 chapter

Joint models for longitudinal data

In Chapman & Hall/CRC Handbooks of Modern Statistical Methods (pp. 319–326).

By: G. Verbeke & M. Davidian

Sources: Crossref, ORCID
Added: January 23, 2020

2008 book

Longitudinal Data Analysis

In Chapman & Hall/CRC, Taylor & Francis Group. Boca Raton, FL: Chapman & Hall/CRC.

By: G. Fitzmaurice, M. Davidian, G. Verbeke & G. Molenberghs

Event: at Boca Raton, FL

Source: ORCID
Added: January 23, 2020

2008 book

Longitudinal Data Analysis

Ed(s): G. Fitzmaurice, M. Davidian, G. Verbeke & G. Molenberghs

Source: Crossref
Added: January 23, 2020

2008 journal article

Modelling HIV immune response and validation with clinical data

Journal of Biological Dynamics, 2(4), 357–385.

By: H. Banks, M. Davidian, S. Hu, G. Kepler & E. Rosenberg

Sources: Crossref, ORCID
Added: January 23, 2020

2008 chapter

Non-linear mixed-effects models

In Chapman & Hall/CRC Handbooks of Modern Statistical Methods (pp. 107–141).

By: M. Davidian

Sources: Crossref, ORCID
Added: January 19, 2020

2007 journal article

Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data

Statistical Science, 22(4), 569–573.

By: A. Tsiatis & M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

2007 journal article

Estimation and prediction with HIV-treatment interruption data

Bulletin of Mathematical Biology, 69(2), 563–584.

By: B. Adams, H. Banks, M. Davidian & E. Rosenberg

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2007 journal article

Likelihood and pseudo-likelihood methods for semiparametric joint models for a primary endpoint and longitudinal data

Computational Statistics & Data Analysis, 51(12), 5776–5790.

By: E. Li, D. Zhang & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2007 journal article

Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection

Drug and Alcohol Dependence, 88, S41–51.

By: E. Rosenberg, M. Davidian & H. Banks

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2006 entry reference

Dose Calibration

By: M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

2006 journal article

Latent-model robustness in structural measurement error models

Biometrika, 93(1), 53–64.

By: X. Huang, L. Stefanski & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2006 journal article

Smoothing spline-based score tests for proportional hazards models

Biometrics, 62(3), 803–812.

By: J. Lin, D. Zhang & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2005 entry reference

Biometrics

By: M. Davidian & C. McGilchrist

Sources: Crossref, ORCID
Added: January 24, 2020

2005 journal article

HIV dynamics: Modeling, data analysis, and optimal treatment protocols

Journal of Computational and Applied Mathematics, 184(1), 10–49.

By: B. Adams, H. Banks, M. Davidian, H. Kwon, H. Tran, S. Wynne, E. Rosenberg

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2005 journal article

Semiparametric estimation of treatment effect in a pretest-posttest study with missing data

Statistical Science, 20(3), 261–282.

By: M. Davidian, A. Tsiatis & S. Leon

Source: NC State University Libraries
Added: August 6, 2018

2005 journal article

Statistical issues arising in the Women's Health Initiative - Discussion

Biometrics, 61(4), 933–935.

By: A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2005 journal article

Surgeons? Economic Profiles: Can We Get the ?Right? Answers?

Journal of Medical Systems, 29(2), 111–124.

By: E. Eisenstein, C. Bethea, L. Muhlbaier, M. Davidian, E. Peterson, J. Stafford, D. Mark

Sources: Crossref, ORCID
Added: January 24, 2020

2004 journal article

Conditional estimation for generalized linear models when covariates are subject-specific parameters in a mixed model for longitudinal measurements

Biometrics, 60(1), 07-.

By: E. Li, D. Zhang & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Differential Treatment Benefit of Platelet Glycoprotein IIb/IIIa Inhibition With Percutaneous Coronary Intervention Versus Medical Therapy for Acute Coronary Syndromes

Circulation, 109(5), 641–646.

By: K. Pieper, A. Tsiatis, M. Davidian, V. Hasselblad, N. Kleiman, E. Boersma, W. Chang, J. Griffin ...

Sources: Crossref, ORCID
Added: January 24, 2020

2004 journal article

Discussion of nonparametric and semiparametric regression

Statistica Sinica, 14(3), 615–629.

By: J. Marron, H. Muller, J. Rice, J. Wang, N. Wang, Y. Wang, M. Davidian, P. Diggle ...

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Emerging issues in longitudinal and functional data analysis - Introduction

Statistica Sinica, 14(3), 613–614.

By: M. Davidian, X. Lin & J. Wang

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Growth, mortality, and hatchdate distributions of larval and juvenile spotted seatrout (Cynoscion nebulosus) in Florida Bay, Everglades National Park

Fishery Bulletin (Washington, D.C.), 102(1), 142–155.

By: A. Powell, R. Cheshire, E. Laban, J. Colvocoresses, P. O'Donnell & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Joint modeling of longitudinal and time-to-event data: An overview

Statistica Sinica, 14(3), 809–834.

By: M. Davidian & A. Tsiatis

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2004 journal article

Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data

Journal of Multivariate Analysis, 91(1), 90–106.

By: D. Zhang & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2004 chapter

Linear mixed effects models with flexible generalized skew-elliptical random effects

In Skew-elliptical distibutions and their applications: A journey beyond normality. Boca Raton, FL: Chapman & Hall/CRC.

By: Y. Ma, M. Genton & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Marginal structural models for analyzing causal effects of time-dependent treatments: An application in perinatal epidemiology

American Journal of Epidemiology, 159(10), 926–934.

By: L. Bodnar, M. Davidian, A. Siega-Riz & A. Tsiatis

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2004 journal article

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

Statistics in Medicine, 23(19), 2937–2960.

By: J. Lunceford & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2003 journal article

Nonlinear models for repeated measurement data: An overview and update

Journal of Agricultural, Biological, and Environmental Statistics, 8(4), 387–419.

By: M. Davidian & D. Giltinan

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2003 journal article

Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats

Journal of Agricultural, Biological, and Environmental Statistics, 8(4), 438–454.

By: B. Yeap, P. Catalano, L. Ryan & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2003 journal article

Semiparametric estimation of treatment effect in a pretest-posttest study

Biometrics, 59(4), 1046–1055.

By: S. Leon, A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2002 journal article

A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution

Biostatistics (Oxford, England), 3(3), 347–360.

By: J. Chen, D. Zhang & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2002 journal article

A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data

Biometrics, 58(4), 742–753.

By: X. Song, M. Davidian & A. Tsiatis

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2002 journal article

An estimator for the proportional hazards model with multiple longitudinal covariates measured with error

Biostatistics (Oxford, England), 3(4), 511–528.

By: X. Song, M. Davidian & A. Tsiatis

Source: NC State University Libraries
Added: August 6, 2018

2002 chapter

Constrained four parameter logistic model

In Developments in Biologicals: Vol. 107. The Design and Analysis of Potency Assays for Biotechnology Products (pp. 71–76). Basel: Karger.

By: S. Altan, A. Manola, M. Davidian & D. Raghavarao

Source: NC State University Libraries
Added: September 27, 2020

2002 journal article

Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials

Biometrics, 58(1), 48–57.

By: J. Lunceford, M. Davidian & A. Tsiatis

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2002 journal article

Multiple imputation methods for testing treatment differences in survival distributions with missing cause of failure

Biometrika, 89(1), 238–244.

By: A. Tsiatis, M. Davidian & B. Mcneney

Source: NC State University Libraries
Added: August 6, 2018

2002 journal article

Randomized COMparison of platelet inhibition with abciximab, TiRofiban and eptifibatide during percutaneous coronary intervention in acute coronary syndromes - The COMPARE trial

Circulation (New York, N.Y. : 1950), 106(12), 1470–1476.

Source: NC State University Libraries
Added: August 6, 2018

2001 journal article

A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error

Biometrika, 88(2), 447–458.

By: A. Tsiatis & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2001 journal article

Linear mixed models with flexible distributions of random effects for longitudinal data

Biometrics, 57(3), 795–802.

By: D. Zhang & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2001 journal article

Robust two-stage estimation in hierarchical nonlinear models

Biometrics, 57(1), 266–272.

By: B. Yeap & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2000 journal article

Consequences of misspecifying assumptions in nonlinear mixed effects models

Computational Statistics & Data Analysis, 34(2), 139–164.

By: A. Hartford & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2000 journal article

Correcting for measurement error in individual-level covariates in nonlinear mixed effects models

Biometrics, 56(2), 368–375.

By: H. Ko & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2000 journal article

Differences in viral dynamics between genotypes 1 and 2 of hepatitis C virus

Journal of Infectious Diseases, 182(1), 28–35.

By: A. Neumann, N. Lam, H. Dahari, M. Davidian, T. Wiley, B. Mika, A. Perelson, T. Layden

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2000 journal article

Estimating data transformations in nonlinear mixed effects models

Biometrics, 56(1), 65–72.

By: A. Oberg & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1999 journal article

Human immunodeficiency virus type 1-specific cytotoxic T lymphocyte activity is inversely correlated with HIV type 1 viral load in HIV type 1-infected long-term survivors

AIDS Research and Human Retroviruses, 15(13), 1219–1228.

By: M. Betts, J. Krowka, T. Kepler, M. Davidian, C. Christopherson, S. Kwok, L. Louie, J. Eron, H. Sheppard, J. Frelinger

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1999 chapter

Invited discussion of “The Bayesian approach to population pharmacokinetic-pharmacodynamic modeling” by Wakefield, Aarons, and Racine-Poon

In C. Gatsonis, R. E. Kass, B. Carlin, A. Carriquiry, A. Gelman, I. Verdinelli, & M. West (Eds.), Case Studies in Bayesian Statistics: Vol. IV (pp. 257–263). New York: Springer-Verlag.

By: M. Davidian

Ed(s): C. Gatsonis, R. Kass, B. Carlin, A. Carriquiry, A. Gelman, I. Verdinelli, M. West

Source: NC State University Libraries
Added: September 27, 2020

1998 journal article

Estimating the parameters in the Cox model when covariate variables are measured with error

Biometrics, 54(4), 1407–1419.

By: P. Hu, A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1998 journal article

Statistical properties of fitted estimates of apparent in vivo metabolic constants obtained from gas uptake data. I. Lipophilic and slowly metabolized VOCs

Inhalation Toxicology, 10(5), 383–409.

By: A. Smith, M. Evans & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

1998 journal article

The effect of serial dilution error on calibration inference in immunoassay

Biometrics, 54(1), 19–32.

By: K. Higgins, M. Davidian, G. Chew & H. Burge

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1997 journal article

A two-step approach to measurement error in time-dependent covariates in nonlinear mixed-effects models, with application to IGF-I pharmacokinetics

Journal of the American Statistical Association, 92(438), 436–448.

By: K. Higgins, M. Davidian & D. Giltinan

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1997 journal article

Bootstrap-Adjusted Calibration Confidence Intervals for Immunoassay

Journal of the American Statistical Association, 92(437), 278–290.

By: Q. Zeng & M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

1997 journal article

Calibration inference based on multiple runs of an immunoassay

Biometrics, 53(4), 1304–1317.

By: Q. Zeng & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1997 journal article

Testing homogeneity of intra-run variance parameters in immunoassay

Statistics in Medicine, 16(15), 1765–1776.

By: Q. Zeng & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1996 journal article

A note on covariate measurement error in nonlinear mixed effects models

Biometrika, 83(4), 801–812.

By: N. Wang & M. Davidian

Sources: Crossref, ORCID
Added: February 24, 2020

1996 journal article

Denaturation and Aggregation of Chicken Myosin Isoforms

Journal of Agricultural and Food Chemistry, 44(6), 1435–1440.

By: M. Liu, E. Foegeding, S. Wang, D. Smith & M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

1996 journal article

Organic Matter Decomposition following Harvesting and Site Preparation of a Forested Wetland

Soil Science Society of America Journal, 60(6), 1994–2003.

By: C. Trettin, M. Davidian, M. Jurgensen & R. Lea

Sources: Crossref, ORCID
Added: January 24, 2020

1996 journal article

Pyrimethamine pharmacokinetics in human immunodeficiency virus-positive patients seropositive for Toxoplasma gondii.

Antimicrobial Agents and Chemotherapy, 40(6), 1360–1365.

By: J. Jacobson, M. Davidian, P. Rainey, R. Hafner, R. Raasch & B. Luft

Sources: Crossref, ORCID
Added: January 24, 2020

1996 journal article

The Effect of Variance Function Estimation on Nonlinear Calibration Inference in Immunoassay Data

Biometrics, 52(1), 158.

By: B. Belanger, M. Davidian & D. Giltinan

Sources: Crossref, ORCID
Added: January 24, 2020

1995 book

Nonlinear models for repeated measurement data

In Chapman & Hall/CRC. Boca Raton, FL: Boca Raton: Chapman & Hall.

By: M. Davidian & D. Giltinan

Event: at Boca Raton, FL

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1995 journal article

Therapeutic effects of diethylcarbamazine and 3′-azido-3′-deoxythymidine on feline leukemia virus lymphoma formation

Veterinary Immunology and Immunopathology, 46(1-2), 181–194.

By: P. Nelson, R. Sellon, C. Novotney, C. Devera, M. Davidian, R. English, M. Tompkins, W. Tompkins

Sources: Crossref, ORCID
Added: January 24, 2020

1994 journal article

Assays for recombinant proteins: A problem in non-linear calibration

Statistics in Medicine, 13(11), 1165–1179.

By: D. Giltinan & M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

1994 journal article

Low serum antibacterial activity coincides with increased prevalence of shell disease in blue crabs Callinectes sapidus

Diseases of Aquatic Organisms, 19, 121–128.

By: E. Noga, D. Engel, T. Arroll, S. McKenna & M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

1994 journal article

Population Pharmacokinetic/Pharmacodynamic Methodology and Applications: A Bibliography

Biometrics, 50(2), 566.

By: L. Yuh, S. Beal, M. Davidian, F. Harrison, A. Hester, K. Kowalski, E. Vonesh, R. Wolfinger

Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

Analysis of repeated measurement data using the nonlinear mixed effects model

Chemometrics and Intelligent Laboratory Systems, 20(1), 1–24.

By: M. Davidian & D. Giltinan

Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

Some Simple Methods for Estimating Intraindividual Variability in Nonlinear Mixed Effects Models

Biometrics, 49(1), 59.

By: M. Davidian & D. Giltinan

Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

Some general estimation methods for nonlinear mixed-effects model

Journal of Biopharmaceutical Statistics, 3(1), 23–55.

By: M. Davidian & D. Giltinan

Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

The nonlinear mixed effects model with a smooth random effects density

Biometrika, 80(3), 475–488.

By: M. Davidian & A. Gallant

Sources: Crossref, ORCID
Added: January 24, 2020

1992 journal article

Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine

Journal of Pharmacokinetics and Biopharmaceutics, 20(5), 529–556.

By: M. Davidian & A. Gallant

Sources: Crossref, ORCID
Added: January 24, 2020

1991 report

Infectious bursal disease virus titers may be misleading

In Breakthrough, North Carolina Cooperative Extension Service (Vol. 15).

By: D. Rives, M. Davidian & D. Ley

Source: NC State University Libraries
Added: September 27, 2020

1991 conference paper

The use of regression analysis in nonwovens research

Proceedings of the TAPPI 1991 Nonwovens Conference, 27–33. Atlanta, Georgia: TAPPI Press.

By: M. Davidian & B. Gupta

Source: NC State University Libraries
Added: January 27, 2020

1990 journal article

Estimation of variance functions in assays with possibly unequal replication and nonnormal data

Biometrika, 77(1), 43–54.

By: M. Davidian

Sources: Crossref, ORCID
Added: January 24, 2020

1990 journal article

Regression and calibration with nonconstant error variance

Chemometrics and Intelligent Laboratory Systems, 9(3), 231–248.

By: M. Davidian & P. Haaland

Sources: Crossref, ORCID
Added: January 24, 2020

1988 journal article

A Note on Extended Quasi-Likelihood

Journal of the Royal Statistical Society: Series B (Methodological), 50(1), 74–82.

By: M. Davidian & R. Carroll

Sources: Crossref, ORCID
Added: January 24, 2020

1988 journal article

Variance functions and the minimum detectable concentration in assays

Biometrika, 75(3), 549–556.

By: M. Davidian, R. Carroll & W. Smith

Sources: Crossref, ORCID
Added: January 24, 2020

1987 journal article

Variance function estimation

Journal of the American Statistical Association, 82(400), 1079–1091.

By: M. Davidian & R. Carroll

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

Employment

1987 - present

North Carolina State University Raleigh, North Carolina, US
Professor Statistics

Education

1982 - 1987

University of North Carolina at Chapel Hill Chapel Hill, NC, US
PhD Statistics