Works (87)

2019 review

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

Ruppert, A. S., Yin, J., Davidian, M., Tsiatis, A. A., Byrd, J. C., Woyach, J. A., & Mandrekar, S. J. (2019, April). ANNALS OF ONCOLOGY.

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

Source: Web Of Science
Added: June 17, 2019

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

Source: NC State University Libraries
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

Source: NC State University Libraries
Added: February 25, 2019

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

Source: NC State University Libraries
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

Source: NC State University Libraries
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. Vilardaga, C. Majestic, J. Winger, V. Gandhi, C. Nunez, A. Van Denburg ...

Source: NC State University Libraries
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

Source: NC State University Libraries
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 personal communication

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

Statistical Methods in Medical Research.

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

Source: NC State University Libraries
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 ...

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

2016 article

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

Stat.

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

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

2016 journal article

Ten simple rules for effective statistical practice

PLoS Computational Biology, 12(6).

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

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

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

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

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

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

2014 personal communication

Collaboration to meet the statistical needs in the chemistry curriculum

Journal of Chemical Education.

By: M. Davidian & C. Kutal

Source: NC State University Libraries
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

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

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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

2014 book

The work of Raymond J. Carroll: The impact and influence of a statistician

Cham: Springer.

Source: NC State University Libraries
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

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

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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

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

Source: NC State University Libraries
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

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

2012 journal article

Why statistics?

Science, 336(6077), 12–12.

By: M. Davidian & T. Louis

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

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

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

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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

2008 conference paper

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

In Statistics in Medicine (Vol. 27, pp. 4658–4677).

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

Source: NC State University Libraries
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

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

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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

2006 journal article

Latent-model robustness in structural measurement error models

Biometrika, 93(1), 53–64.

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

Source: NC State University Libraries
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

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

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

Source: NC State University Libraries
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

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

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

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: A. Tsiatis & M. Davidian

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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 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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

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

Source: NC State University Libraries
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

Source: NC State University Libraries
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

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

1997 journal article

Calibration inference based on multiple runs of an immunoassay

Biometrics, 53(4), 1304–1317.

By: Q. Zeng & M. Davidian

Source: NC State University Libraries
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

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

1995 book

Nonlinear models for repeated measurement data. (Monographs on statistics and applied probability; 62)

Boca Raton: Chapman & Hall.

By: M. Davidian & D. Giltinan

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

1987 journal article

Variance function estimation

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

By: M. Davidian & R. Carroll

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