Marie Davidian

Rhodes, G., Davidian, M., & Lu, W. (2024, February 9). Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator. BIOSTATISTICS, Vol. 2. https://doi.org/10.1093/biostatistics/kxae002

Somers, T. J. J., Winger, J. G. G., Fisher, H. M. M., Hyland, K. A. A., Davidian, M., Laber, E. B. B., … Keefe, F. J. J. (2023). Behavioral cancer pain intervention dosing: results of a Sequential Multiple Assignment Randomized Trial. PAIN, 164(9), 1935–1941. https://doi.org/10.1097/j.pain.0000000000002915

Li, Y., Reed, S. D., Winger, J. G., Hyland, K. A., Fisher, H. M., Kelleher, S. A., … Somers, T. J. (2023). Cost-Effectiveness Analysis Evaluating Delivery Strategies for Pain Coping Skills Training in Women With Breast Cancer. JOURNAL OF PAIN, 24(9), 1712–1720. https://doi.org/10.1016/j.jpain.2023.05.004

Rhodes, G., Davidian, M., & Lu, W. (2023). DYNAMIC PREDICTION OF RESIDUAL LIFE WITH LONGITUDINAL COVARIATES USING LONG SHORT-TERM MEMORY NETWORKS. ANNALS OF APPLIED STATISTICS, 17(3), 2039–2058. https://doi.org/10.1214/22-AOAS1706

Manschot, C., Laber, E., & Davidian, M. (2023, March 22). Interim monitoring of sequential multiple assignment randomized trials using partial information. BIOMETRICS, Vol. 3. https://doi.org/10.1111/biom.13854

Johnson, D., Lu, W., & Davidian, M. (2022, August 2). A general framework for subgroup detection via one-step value difference estimation. BIOMETRICS, Vol. 8. https://doi.org/10.1111/biom.13711

Tsiatis, A. A., & Davidian, M. (2022, September 18). Group sequential methods for interim monitoring of randomized clinical trials with time-lagged outcome. STATISTICS IN MEDICINE, Vol. 9. https://doi.org/10.1002/sim.9580

Davidian, M. (2022). Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data. ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, 9, 167–196. https://doi.org/10.1146/annurev-statistics-040120-025906

Cooks, E. J., Duke, K. A., Neil, J. M., Vilaro, M. J., Wilson-Howard, D., Modave, F., … Krieger, J. L. (2022). Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions. JOURNAL OF CLINICAL AND TRANSLATIONAL SCIENCE, 6(1). https://doi.org/10.1017/cts.2022.386

Krieger, J. L., Neil, J. M., Duke, K. A., Zalake, M. S., Tavassoli, F., Vilaro, M. J., … Lok, B. C. (2021). A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants. American Journal of Preventive Medicine, 61(2), 251–255. https://doi.org/10.1016/j.amepre.2021.01.014

Tsiatis, A. A., & Davidian, M. (2021, August 13). Estimating vaccine efficacy over time after a randomized study is unblinded. BIOMETRICS, Vol. 8. https://doi.org/10.1111/biom.13509

Tsiatis, A. A., Davidian, M., & Holloway, S. T. (2021, December 17). Estimation of the odds ratio in a proportional odds model with censored time-lagged outcome in a randomized clinical trial. BIOMETRICS, Vol. 12. https://doi.org/10.1111/biom.13603

Tsiatis, A. A., & Davidian, M. (2021, August 22). Rejoinder: Estimating vaccine efficacy over time after a randomized study is unblinded. BIOMETRICS, Vol. 8. https://doi.org/10.1111/biom.13539

Tsiatis, A. A., Davidian, M., Laber, E. B., & Holloway, S. T. (2020). Dynamic Treatment Regimes: Statistical Methods for Precision Medicine. In CRC Press. https://doi.org/10.1201/9780429192692/dynamic-treatment-regimes-anastasios-tsiatis-marie-davidian-shannon-holloway-eric-labe

Ruppert, A. S., Yin, J., Davidian, M., Tsiatis, A. A., Byrd, J. C., Woyach, J. A., & Mandrekar, S. J. (2019). [Review of Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia]. ANNALS OF ONCOLOGY, 30(4), 542–550. https://doi.org/10.1093/annonc/mdz053

Zhang, Y., Laber, E. B., Davidian, M., & Tsiatis, A. A. (2018). Interpretable Dynamic Treatment Regimes. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(524), 1541–1549. https://doi.org/10.1080/01621459.2017.1345743

Hager, R., Tsiatis, A. A., & Davidian, M. (2018). Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data. BIOMETRICS, 74(4), 1180–1192. https://doi.org/10.1111/biom.12894

Laber, E. B., Rose, E. J., Davidian, M., & Tsiatis, A. A. (2018). Q-Learning. https://doi.org/10.1002/9781118445112.stat07998

Thompson, E., Davidian, M., & Buckland, S. (2017). Biometrics, JABES and the International Biometric Society. Journal of Agricultural, Biological and Environmental Statistics, 22(3), 221–223. https://doi.org/10.1007/S13253-017-0302-9

Laber, E. B., & Davidian, M. (2017). Dynamic treatment regimes, past, present, and future: A conversation with experts. STATISTICAL METHODS IN MEDICAL RESEARCH, 26(4), 1605–1610. https://doi.org/10.1177/0962280217708661

Kelleher, S. A., Dorfman, C. S., Plumb Vilardaga, J. C., Majestic, C., Winger, J., Gandhi, V., … Somers, T. J. (2017). Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART. Contemporary Clinical Trials, 57, 51–57. https://doi.org/10.1016/J.CCT.2017.04.001

Davidian, M., Ivanova, A., & Marchenko, O. (2017). Special Issue of Journal of Biopharmaceutical Statistics dedicated to 2016 Trends and Innovations in Clinical Trial Statistics (TICTS) Conference. JOURNAL OF BIOPHARMACEUTICAL STATISTICS, Vol. 27, pp. 357–357. https://doi.org/10.1080/10543406.2016.1273038

Vock, D. M., Durheim, M. T., Tsuang, W. M., Copeland, C. A. F., Tsiatis, A. A., Davidian, M., … Palmer, S. M. (2017). Survival benefit of lung transplantation in the modern era of lung allocation. Annals of the American Thoracic Society, 14(2), 172–181.

Verbeke, G., Fieuws, S., Molenberghs, G., & Davidian, M. (2017, February). The analysis of multivariate longitudinal data: A review: Response to letter of M. Gebregziabher. https://doi.org/10.1177/0962280214539862

Olby, N. J., Muguet-Chanoit, A. C., Lim, J.-H., Davidian, M., Mariani, C. L., Freeman, A. C., … Munana, K. R. (2016). 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. https://doi.org/10.1111/jvim.13657

Davidian, M., Tsiatis, A. A., & Laber, E. B. (2016). 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.

Zhang, B., Tsiatis, A. A., Davidian, M., Zhang, M., & Laber, E. (2016). Estimating optimal treatment regimes from a classification perspective (vol 1, pg 103, 2012). STAT, Vol. 5, pp. 278–278. https://doi.org/10.1002/sta4.124

Jiang, R., Lu, W., Song, R., & Davidian, M. (2016). 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. https://doi.org/10.1111/rssb.12201

Davidian, M., Tsiatis, A. A., & Laber, E. B. (2016). Optimal Dynamic Treatment Regimes. https://doi.org/10.1002/9781118445112.stat07895

Kass, R. E., Caffo, B. S., Davidian, M., Meng, X.-L., Yu, B., & Reid, N. (2016). Ten Simple Rules for Effective Statistical Practice. PLOS Computational Biology, 12(6), e1004961. https://doi.org/10.1371/journal.pcbi.1004961

Zhang, B., Tsiatis, A. A., Laber, E. B., & Davidian, M. (2015). A robust method for estimating optimal treatment regimes. Biometrics, 71, 271–273. https://doi.org/10.1111/biom.12229

Davidian, M., Tsiatis, A. A., & Laber, E. B. (2015). Chapter 9: Value search estimators for optimal dynamic treatment regimes. In Adaptive Treatment Strategies in Practice (pp. 135–155). https://doi.org/10.1137/1.9781611974188.ch9

Milanzi, E., Molenberghs, G., Alonso, A., Kenward, M. G., Tsiatis, A. A., Davidian, M., & Verbeke, G. (2015). Estimation After a Group Sequential Trial. STATISTICS IN BIOSCIENCES, 7(2), 187–205. https://doi.org/10.1007/s12561-014-9112-6

Milanzi, E., & Molenberghs, G. (2015). Properties of Estimators in Exponential Family Settings with Observationbased Stopping Rules. Journal of Biometrics & Biostatistics, 07(01). https://doi.org/10.4172/2155-6180.1000272

Zhang, Y., Laber, E. B., Tsiatis, A., & Davidian, M. (2015). Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes. BIOMETRICS, 71(4), 895–904. https://doi.org/10.1111/biom.12354

Laber, E. B., Zhao, Y.-Q., Regh, T., Davidian, M., Tsiatis, A., Stanford, J. B., … Kosorok, M. R. (2015). 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. https://doi.org/10.1002/SIM.6783

Davidian, M., & Kutal, C. (2014, January). Collaboration To Meet the Statistical Needs in the Chemistry Curriculum. https://doi.org/10.1021/ed400516y

Laber, E. B., Tsiatis, A. A., Davidian, M., & Holloway, S. T. (2014, September). Combining Biomarkers to Optimize Patient Treatment Recommendations Discussions. BIOMETRICS, Vol. 70, pp. 707–710. https://doi.org/10.1111/biom.12187

Tsiatis, A. A., & Davidian, M. (2014). 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.

Molenberghs, G., Kenward, M. G., Aerts, M., Verbeke, G., Tsiatis, A. A., Davidian, M., & Rizopoulos, D. (2014). 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. https://doi.org/10.1177/0962280212445801

Davidian, M. (2014). Publishing without perishing and other career advice. Past, Present, and Future of Statistical Science, 581–591.

Schulte, P. J., Tsiatis, A. A., Laber, E. B., & Davidian, M. (2014). Q- and A-Learning Methods for Estimating Optimal Dynamic Treatment Regimes. STATISTICAL SCIENCE, 29(4), 640–661. https://doi.org/10.1214/13-sts450

Ren, Z., Davidian, M., George, S. L., Goldberg, R. M., Wright, F. A., Tsiatis, A. A., & Kosorok, M. R. (2014). Research Methods for Clinical Trials in Personalized Medicine: A Systematic Review. In Lost in Translation (pp. 659–684). https://doi.org/10.1142/9789814489072_0025

Vock, D. M., Davidian, M., & Tsiatis, A. A. (2014). 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). https://doi.org/10.18637/jss.v056.c02

Davidian, M., Lin, X., Morris, J. S., & Stefanski, L. A. (Eds.). (2014). The Work of Raymond J. Carroll. https://doi.org/10.1007/978-3-319-05801-6

Verbeke, G., Fieuws, S., Molenberghs, G., & Davidian, M. (2014). The analysis of multivariate longitudinal data: A review. STATISTICAL METHODS IN MEDICAL RESEARCH, 23(1), 42–59. https://doi.org/10.1177/0962280212445834

Vock, D. M., Tsiatis, A. A., Davidian, M., Laber, E. B., Tsuang, W. M., Copeland, C. A. F., & Palmer, S. M. (2013). Assessing the Causal Effect of Organ Transplantation on the Distribution of Residual Lifetime. BIOMETRICS, 69(4), 820–829. https://doi.org/10.1111/biom.12084

Thomas, L., Stefanski, L. A., & Davidian, M. (2013). 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). https://doi.org/10.1007/978-1-4614-6871-4_2

Sullivan, L. M., Davidian, M., DeStefano, A. L., & Stone, R. A. (2013). Building the Biostatistics Pipeline: Summer Institutes for Training in Biostatistics (SIBS). CHANCE, 26(1), 4–9. https://doi.org/10.1080/09332480.2013.772386

Thomas, L., Stefanski, L. A., & Davidian, M. (2013). Moment adjusted imputation for multivariate measurement error data with applications to logistic regression. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 67, 15–24. https://doi.org/10.1016/j.csda.2013.04.017

Zhang, B., Tsiatis, A. A., Laber, E. B., & Davidian, M. (2013). Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. BIOMETRIKA, 100(3), 681–694. https://doi.org/10.1093/biomet/ast014

Davidian, M. (2013, December). The International Year of Statistics: A Celebration and A Call to Action. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 108, pp. 1141–1146. https://doi.org/10.1080/01621459.2013.844019

Zhang, B., Tsiatis, A. A., Laber, E. B., & Davidian, M. (2012). A Robust Method for Estimating Optimal Treatment Regimes. BIOMETRICS, 68(4), 1010–1018. https://doi.org/10.1111/j.1541-0420.2012.01763.x

Zhang, B., Tsiatis, A. A., Davidian, M., Zhang, M., & Laber, E. (2012). Estimating optimal treatment regimes from a classification perspective. Stat, 1(1), 103–114. https://doi.org/10.1002/sta.411

Vock, D. M., Davidian, M., Tsiatis, A. A., & Muir, A. J. (2012). Mixed model analysis of censored longitudinal data with flexible random-effects density. BIOSTATISTICS, 13(1), 61–73. https://doi.org/10.1093/biostatistics/kxr026

Yuan, S., Zhang, H. H., & Davidian, M. (2012). Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials. STATISTICS IN MEDICINE, 31(29), 3789–3804. https://doi.org/10.1002/sim.5433

Davidian, M., & Louis, T. A. (2012, April 6). Why Statistics? SCIENCE, Vol. 336, pp. 12–12. https://doi.org/10.1126/science.1218685

Thomas, L., Stefanski, L., & Davidian, M. (2011). A Moment-Adjusted Imputation Method for Measurement Error Models. BIOMETRICS, 67(4), 1461–1470. https://doi.org/10.1111/j.1541-0420.2011.01569.x

Tsiatis, A. A., & Davidian, M. (2011). Connections between survey calibration estimators and semiparametric models for incomplete data discussion. International Statistical Review, 79(2), 221–223.

Funk, M. J., Westreich, D., Wiesen, C., Stuermer, T., Brookhart, M. A., & Davidian, M. (2011). Doubly Robust Estimation of Causal Effects. AMERICAN JOURNAL OF EPIDEMIOLOGY, 173(7), 761–767. https://doi.org/10.1093/aje/kwq439

Tsiatis, A. A., Davidian, M., & Cao, W. (2011). Improved Doubly Robust Estimation When Data Are Monotonely Coarsened, with Application to Longitudinal Studies with Dropout. BIOMETRICS, 67(2), 536–545. https://doi.org/10.1111/j.1541-0420.2010.01476.x

Zhang, M., Tsiatis, A. A., Davidian, M., Pieper, K. S., & Mahaffey, K. W. (2011). Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial. BIOSTATISTICS, 12(2), 258–269. https://doi.org/10.1093/biostatistics/kxq054

Funk, M. J., Fusco, J. S., Cole, S. R., Thomas, J. C., Porter, K., Kaufman, J. S., … Eron, J. J. (2011). Timing of HAART initiation and clinical outcomes in human immunodeficiency virus type 1 seroconverters. Archives of Internal Medicine, 171(17), 1560–1569.

Hawkins, E. C., Clay, L. D., Bradley, J. M., & Davidian, M. (2010). Demographic and Historical Findings, Including Exposure to Environmental Tobacco Smoke, in Dogs with Chronic Cough. JOURNAL OF VETERINARY INTERNAL MEDICINE, 24(4), 825–831. https://doi.org/10.1111/j.1939-1676.2010.0530.x

Jonsson Funk, M., Westreich, D., Weisen, C., & Davidian, M. (2010). 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.

Bang, H., & Davidian, M. (2010). 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).

Kepler, G. M., Banksa, H. T., Davidian, M., & Rosenberg, E. S. (2009). A model for HCMV infection in immunosuppressed patients. MATHEMATICAL AND COMPUTER MODELLING, 49(7-8), 1653–1663. https://doi.org/10.1016/j.mcm.2008.06.003

Banks, H. T., Davidian, M., Samuels, J. R., & Sutton, K. L. (2009). An Inverse Problem Statistical Methodology Summary. In Mathematical and Statistical Estimation Approaches in Epidemiology (pp. 249–302). https://doi.org/10.1007/978-90-481-2313-1_11

Tzeng, J.-Y., Zhang, D., Chang, S.-M., Thomas, D. C., & Davidian, M. (2009). Gene-Trait Similarity Regression for Multimarker-Based Association Analysis. Biometrics, 65(3), 822–832. https://doi.org/10.1111/j.1541-0420.2008.01176.x

Cao, W., Tsiatis, A. A., & Davidian, M. (2009). Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data. BIOMETRIKA, 96(3), 723–734. https://doi.org/10.1093/biomet/asp033

Huang, X., Stefanski, L. A., & Davidian, M. (2009). Latent-Model Robustness in Joint Models for a Primary Endpoint and a Longitudinal Process. BIOMETRICS, 65(3), 719–727. https://doi.org/10.1111/j.1541-0420.2008.01171.x

Serroyen, J., Molenberghs, G., Verbeke, G., & Davidian, M. (2009). Nonlinear Models for Longitudinal Data. AMERICAN STATISTICIAN, 63(4), 378–388. https://doi.org/10.1198/tast.2009.07256

Zhang, M., & Davidian, M. (2008). "Smooth" semiparametric regression analysis for arbitrarily censored time-to-event data. BIOMETRICS, 64(2), 567–576. https://doi.org/10.1111/j.1541-0420.2007.00928.x

Doehler, K., & Davidian, M. (2008). 'Smooth' inference for survival functions with arbitrarily censored data. Statistics in Medicine, 27(26), 5421–5439. https://doi.org/10.1002/sim.3368

Tsiatis, A. A., Davidian, M., Zhang, M., & Lu, X. (2008, October 15). Covariate adjustment for two-sample treatment comparisons in randomized clinical trials: A principled yet flexible approach. STATISTICS IN MEDICINE, Vol. 27, pp. 4658–4677. https://doi.org/10.1002/sim.3113

Zhang, M., Tsiatis, A. A., & Davidian, M. (2008). Improving efficiency of inferences in randomized clinical trials using auxiliary covariates. BIOMETRICS, 64(3), 707–715. https://doi.org/10.1111/j.1541-0420.2007.00976.x

Verbeke, G., & Davidian, M. (2008). Joint models for longitudinal data. In Chapman & Hall/CRC Handbooks of Modern Statistical Methods (pp. 319–326). https://doi.org/10.1201/9781420011579.pt4

Fitzmaurice, G., Davidian, M., Verbeke, G., & Molenberghs, G. (Eds.). (2008). Longitudinal Data Analysis. https://doi.org/10.1201/9781420011579

Fitzmaurice, G., Davidian, M., Verbeke, G., & Molenberghs, G. (2008). Longitudinal Data Analysis. In Chapman & Hall/CRC, Taylor & Francis Group. Boca Raton, FL: Chapman & Hall/CRC.

Banks, H. T., Davidian, M., Hu, S., Kepler, G. M., & Rosenberg, E. S. (2008). Modelling HIV immune response and validation with clinical data. Journal of Biological Dynamics, 2(4), 357–385. https://doi.org/10.1080/17513750701813184

Davidian, M. (2008). Non-linear mixed-effects models. In Chapman & Hall/CRC Handbooks of Modern Statistical Methods (pp. 107–141). https://doi.org/10.1201/9781420011579.ch5

Tsiatis, A. A., & Davidian, M. (2007). Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Statistical Science, 22(4), 569–573. https://doi.org/10.1214/07-sts227b

Adams, B. M., Banks, H. T., Davidian, M., & Rosenberg, E. S. (2007). Estimation and prediction with HIV-treatment interruption data. BULLETIN OF MATHEMATICAL BIOLOGY, 69(2), 563–584. https://doi.org/10.1007/s11538-006-9140-6

Li, E., Zhang, D., & Davidian, M. (2007). Likelihood and pseudo-likelihood methods for semiparametric joint models for a primary endpoint and longitudinal data. Computational Statistics & Data Analysis, 51(12), 5776–5790. https://doi.org/10.1016/j.csda.2006.10.008

Rosenberg, E. S., Davidian, M., & Banks, H. T. (2007). Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection. DRUG AND ALCOHOL DEPENDENCE, 88, S41–S51. https://doi.org/10.1016/j.drugalcdep.2006.12.024

Davidian, M. (2006). Dose Calibration. https://doi.org/10.1002/9780470057339.vad038

Huang, X. Z., Stefanski, L. A., & Davidian, M. (2006). Latent-model robustness in structural measurement error models. BIOMETRIKA, 93(1), 53–64. https://doi.org/10.1093/biomet/93.1.53

Lin, J., Zhang, D., & Davidian, M. (2006). Smoothing spline-based score tests for proportional hazards models. BIOMETRICS, 62(3), 803–812. https://doi.org/10.1111/j.1541-0420.2005.00521.x

Davidian, M., & McGilchrist, C. A. (2005). Biometrics. https://doi.org/10.1002/0470011815.b2a17011

Adams, B. M., Banks, H. T., Davidian, M., Kwon, H. D., Tran, H. T., Wynne, S. N., & Rosenberg, E. S. (2005). HIV dynamics: Modeling, data analysis, and optimal treatment protocols. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 184(1), 10–49. https://doi.org/10.1016/j.cam.2005.02.004

Davidian, M., Tsiatis, A. A., & Leon, S. (2005). Semiparametric estimation of treatment effect in a pretest-posttest study with missing data. Statistical Science, 20(3), 261–282.

Tsiatis, A. A., & Davidian, M. (2005, December). Statistical issues arising in the Women's Health Initiative - Discussion. BIOMETRICS, Vol. 61, pp. 933–935. https://doi.org/10.1111/j.0006-341X.2005.454_9.x

Eisenstein, E. L., Bethea, C. F., Muhlbaier, L. H., Davidian, M., Peterson, E. D., Stafford, J. A., & Mark, D. B. (2005). Surgeons? Economic Profiles: Can We Get the ?Right? Answers? Journal of Medical Systems, 29(2), 111–124. https://doi.org/10.1007/s10916-005-3000-z

Li, E. N., Zhang, D. W., & Davidian, M. (2004). Conditional estimation for generalized linear models when covariates are subject-specific parameters in a mixed model for longitudinal measurements. Biometrics, 60(1), 07-.

Pieper, K. S., Tsiatis, A. A., Davidian, M., Hasselblad, V., Kleiman, N. S., Boersma, E., … Harrington, R. A. (2004). 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. https://doi.org/10.1161/01.cir.0000112570.97220.89

Marron, J. S., Muller, H. G., Rice, J., Wang, J. L., Wang, N. Y., Wang, Y. D., … Carroll, R. J. (2004). Discussion of nonparametric and semiparametric regression. Statistica Sinica, 14(3), 615–629.

Davidian, M., Lin, X. H., & Wang, J. L. (2004). Emerging issues in longitudinal and functional data analysis - Introduction. Statistica Sinica, 14(3), 613–614.

Powell, A. B., Cheshire, R. T., Laban, E. H., Colvocoresses, J., O'Donnell, P., & Davidian, M. (2004). 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.

Tsiatis, A. A., & Davidian, M. (2004). Joint modeling of longitudinal and time-to-event data: An overview. Statistica Sinica, 14(3), 809–834. Retrieved from http://www.jstor.org/stable/24307417

Zhang, D. W., & Davidian, M. (2004). Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data. JOURNAL OF MULTIVARIATE ANALYSIS, 91(1), 90–106. https://doi.org/10.1016/j.jmva.2004.04.007

Ma, Y. Y., Genton, M. G., & Davidian, M. (2004). 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.

Bodnar, L. M., Davidian, M., Siega-Riz, A. M., & Tsiatis, A. A. (2004). Marginal structural models for analyzing causal effects of time-dependent treatments: An application in perinatal epidemiology. AMERICAN JOURNAL OF EPIDEMIOLOGY, 159(10), 926–934. https://doi.org/10.1093/aje/kwh131

Lunceford, J. K., & Davidian, M. (2004). Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study. STATISTICS IN MEDICINE, 23(19), 2937–2960. https://doi.org/10.1002/SIM.1903

Davidian, M., & Giltinan, D. M. (2003). Nonlinear models for repeated measurement data: An overview and update. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 8(4), 387–419. https://doi.org/10.1198/1085711032697

Yeap, B. Y., Catalano, P. J., Ryan, L. M., & Davidian, M. (2003). 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. https://doi.org/10.1198/1085711032552

Leon, S., Tsiatis, A. A., & Davidian, M. (2003). Semiparametric estimation of treatment effect in a pretest-posttest study. BIOMETRICS, 59(4), 1046–1055. https://doi.org/10.1111/j.0006-341X.2003.00120.x

Chen, J., Zhang, D., & Davidian, M. (2002). A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution. Biostatistics (Oxford, England), 3(3), 347–360. https://doi.org/10.1093/biostatistics/3.3.347

Song, X., Davidian, M., & Tsiatis, A. A. (2002). A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data. BIOMETRICS, 58(4), 742–753. https://doi.org/10.1111/j.0006-341X.2002.00742.x

Song, X. A., Davidian, M., & Tsiatis, A. A. (2002). An estimator for the proportional hazards model with multiple longitudinal covariates measured with error. Biostatistics (Oxford, England), 3(4), 511–528.

Altan, S., Manola, A., Davidian, M., & Raghavarao, D. (2002). 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.

Lunceford, J. K., Davidian, M., & Tsiatis, A. A. (2002). Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials. BIOMETRICS, 58(1), 48–57. https://doi.org/10.1111/j.0006-341X.2002.00048.x

Tsiatis, A. A., Davidian, M., & Mcneney, B. (2002). Multiple imputation methods for testing treatment differences in survival distributions with missing cause of failure. Biometrika, 89(1), 238–244.

Randomized COMparison of platelet inhibition with abciximab, TiRofiban and eptifibatide during percutaneous coronary intervention in acute coronary syndromes - The COMPARE trial. (2002). Circulation (New York, N.Y. : 1950), 106(12), 1470–1476.

Tsiatis, A. A., & Davidian, M. (2001). A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error. BIOMETRIKA, 88(2), 447–458. https://doi.org/10.1093/biomet/88.2.447

Zhang, D. W., & Davidian, M. (2001). Linear mixed models with flexible distributions of random effects for longitudinal data. BIOMETRICS, 57(3), 795–802. https://doi.org/10.1111/j.0006-341X.2001.00795.x

Yeap, B. Y., & Davidian, M. (2001). Robust two-stage estimation in hierarchical nonlinear models. BIOMETRICS, 57(1), 266–272. https://doi.org/10.1111/j.0006-341X.2001.00266.x

Hartford, A., & Davidian, M. (2000). Consequences of misspecifying assumptions in nonlinear mixed effects models. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 34(2), 139–164. https://doi.org/10.1016/S0167-9473(99)00076-6

Ko, H. J., & Davidian, M. (2000). Correcting for measurement error in individual-level covariates in nonlinear mixed effects models. BIOMETRICS, 56(2), 368–375. https://doi.org/10.1111/j.0006-341X.2000.00368.x

Neumann, A. U., Lam, N. P., Dahari, H., Davidian, M., Wiley, T. E., Mika, B. P., … Layden, T. J. (2000, July). Differences in viral dynamics between genotypes 1 and 2 of hepatitis C virus. JOURNAL OF INFECTIOUS DISEASES, Vol. 182, pp. 28–35. https://doi.org/10.1086/315661

Oberg, A., & Davidian, M. (2000). Estimating data transformations in nonlinear mixed effects models. BIOMETRICS, 56(1), 65–72. https://doi.org/10.1111/j.0006-341X.2000.00065.x

Betts, M. R., Krowka, J. F., Kepler, T. B., Davidian, M., Christopherson, C., Kwok, S., … Frelinger, J. A. (1999). 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. https://doi.org/10.1089/088922299310313

Davidian, M. (1999). 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.

Hu, P., Tsiatis, A. A., & Davidian, M. (1998). Estimating the parameters in the Cox model when covariate variables are measured with error. BIOMETRICS, 54(4), 1407–1419. https://doi.org/10.2307/2533667

Smith, A. E., Evans, M. V., & Davidian, M. (1998). 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.

Higgins, K. M., Davidian, M., Chew, G., & Burge, H. (1998). The effect of serial dilution error on calibration inference in immunoassay. BIOMETRICS, 54(1), 19–32. https://doi.org/10.2307/2533992

Higgins, K. M., Davidian, M., & Giltinan, D. M. (1997). 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. https://doi.org/10.1080/01621459.1997.10473995

Zeng, Q., & Davidian, M. (1997). Bootstrap-Adjusted Calibration Confidence Intervals for Immunoassay. Journal of the American Statistical Association, 92(437), 278–290. https://doi.org/10.1080/01621459.1997.10473625

Zeng, Q., & Davidian, M. (1997). Calibration inference based on multiple runs of an immunoassay. BIOMETRICS, 53(4), 1304–1317. https://doi.org/10.2307/2533499

Zeng, Q., & Davidian, M. (1997). Testing homogeneity of intra-run variance parameters in immunoassay. STATISTICS IN MEDICINE, 16(15), 1765–1776. https://doi.org/10.1002/(SICI)1097-0258(19970815)16:15<1765::AID-SIM603>3.0.CO;2-P

Wang, N., & Davidian, M. (1996). A note on covariate measurement error in nonlinear mixed effects models. Biometrika, 83(4), 801–812. https://doi.org/10.1093/biomet/83.4.801

Liu, M. N., Foegeding, E. A., Wang, S.-F., Smith, D. M., & Davidian, M. (1996). Denaturation and Aggregation of Chicken Myosin Isoforms. Journal of Agricultural and Food Chemistry, 44(6), 1435–1440. https://doi.org/10.1021/jf9503422

Trettin, C. C., Davidian, M., Jurgensen, M. F., & Lea, R. (1996). Organic Matter Decomposition following Harvesting and Site Preparation of a Forested Wetland. Soil Science Society of America Journal, 60(6), 1994–2003. https://doi.org/10.2136/sssaj1996.03615995006000060053x

Jacobson, J. M., Davidian, M., Rainey, P. M., Hafner, R., Raasch, R. H., & Luft, B. J. (1996). Pyrimethamine pharmacokinetics in human immunodeficiency virus-positive patients seropositive for Toxoplasma gondii. Antimicrobial Agents and Chemotherapy, 40(6), 1360–1365. https://doi.org/10.1128/aac.40.6.1360

Belanger, B. A., Davidian, M., & Giltinan, D. M. (1996). The Effect of Variance Function Estimation on Nonlinear Calibration Inference in Immunoassay Data. Biometrics, 52(1), 158. https://doi.org/10.2307/2533153

Davidian, M., & Giltinan, D. M. (1995). Nonlinear models for repeated measurement data. In Chapman & Hall/CRC. Boca Raton, FL: Boca Raton: Chapman & Hall.

Nelson, P., Sellon, R., Novotney, C., Devera, C., Davidian, M., English, R., … Tompkins, W. (1995). Therapeutic effects of diethylcarbamazine and 3′-azido-3′-deoxythymidine on feline leukemia virus lymphoma formation. Veterinary Immunology and Immunopathology, 46(1-2), 181–194. https://doi.org/10.1016/0165-2427(94)07017-2

Giltinan, D. M., & Davidian, M. (1994). Assays for recombinant proteins: A problem in non-linear calibration. Statistics in Medicine, 13(11), 1165–1179. https://doi.org/10.1002/sim.4780131107

Noga, E. J., Engel, D. P., Arroll, T. W., McKenna, S., & Davidian, M. (1994). Low serum antibacterial activity coincides with increased prevalence of shell disease in blue crabs Callinectes sapidus. Diseases of Aquatic Organisms, 19(2), 121–128. https://doi.org/10.3354/dao019121

Yuh, L., Beal, S., Davidian, M., Harrison, F., Hester, A., Kowalski, K., … Wolfinger, R. (1994). Population Pharmacokinetic/Pharmacodynamic Methodology and Applications: A Bibliography. Biometrics, 50(2), 566. https://doi.org/10.2307/2533402

Davidian, M., & Giltinan, D. M. (1993). Analysis of repeated measurement data using the nonlinear mixed effects model. Chemometrics and Intelligent Laboratory Systems, 20(1), 1–24. https://doi.org/10.1016/0169-7439(93)80017-c

Davidian, M., & Giltinan, D. M. (1993). Some Simple Methods for Estimating Intraindividual Variability in Nonlinear Mixed Effects Models. Biometrics, 49(1), 59. https://doi.org/10.2307/2532602

Davidian, M., & Giltinan, D. M. (1993). Some general estimation methods for nonlinear mixed-effects model. Journal of Biopharmaceutical Statistics, 3(1), 23–55. https://doi.org/10.1080/10543409308835047

Davidian, M., & Gallant, A. R. (1993). The nonlinear mixed effects model with a smooth random effects density. Biometrika, 80(3), 475–488. https://doi.org/10.1093/biomet/80.3.475

Davidian, M., & Gallant, A. R. (1992). Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine. Journal of Pharmacokinetics and Biopharmaceutics, 20(5), 529–556. https://doi.org/10.1007/bf01061470

Rives, D. V., Davidian, M., & Ley, D. H. (1991). Infectious bursal disease virus titers may be misleading. In Breakthrough, North Carolina Cooperative Extension Service (Vol. 15).

Davidian, M., & Gupta, B. S. (1991). The use of regression analysis in nonwovens research. Proceedings of the TAPPI 1991 Nonwovens Conference, 27–33. Atlanta, Georgia: TAPPI Press.

Davidian, M. (1990). Estimation of variance functions in assays with possibly unequal replication and nonnormal data. Biometrika, 77(1), 43–54. https://doi.org/10.1093/biomet/77.1.43

Davidian, M., & Haaland, P. D. (1990). Regression and calibration with nonconstant error variance. Chemometrics and Intelligent Laboratory Systems, 9(3), 231–248. https://doi.org/10.1016/0169-7439(90)80074-g

Davidian, M., & Carroll, R. J. (1988). A Note on Extended Quasi-Likelihood. Journal of the Royal Statistical Society: Series B (Methodological), 50(1), 74–82. https://doi.org/10.1111/j.2517-6161.1988.tb01712.x

Davidian, M., Carroll, R. J., & Smith, W. (1988). Variance functions and the minimum detectable concentration in assays. Biometrika, 75(3), 549–556. https://doi.org/10.1093/biomet/75.3.549

DAVIDIAN, M., & CARROLL, R. J. (1987). VARIANCE FUNCTION ESTIMATION. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 82(400), 1079–1091. https://doi.org/10.2307/2289384