Scholars@Duke

• Background
• 

  Education, Training, & Certifications

  • Ph.D., University of North Carolina - Chapel Hill 1987
• 

  Previous Appointments & Affiliations

  • Adjunct Professor of Biostatistics & Bioinformatics, Biostatistics & Bioinformatics, Basic Science Departments 2001 - 2022
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  Academic Positions Outside Duke

  • Associate Professor of Biostatistics, Harvard University. 1994 - 1996
  • Associate Professor of Statistics, North Carolina State University. 1993 - 1994
  • Assistant Professor of Statistics, North Carolina State University. 1987 - 1993
• Publications & Artistic Works
• 

  Selected Publications

  • Books

    • Davidian, M., X. Lin, J. S. Morris, and L. A. Stefanski. Preface, 2014. https://doi.org/10.1007/978-3-319-05801-6.
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  • Academic Articles

    • Li, Yanhong, Shelby D. Reed, Joseph G. Winger, Kelly A. Hyland, Hannah M. Fisher, Sarah A. Kelleher, Shannon N. Miller, et al. “Cost-Effectiveness Analysis Evaluating Delivery Strategies for Pain Coping Skills Training in Women with Breast Cancer.” J Pain, May 13, 2023. https://doi.org/10.1016/j.jpain.2023.05.004.
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    • Somers, Tamara J., Joseph G. Winger, Hannah M. Fisher, Kelly A. Hyland, Marie Davidian, Eric B. Laber, Shannon N. Miller, et al. “Behavioral cancer pain intervention dosing: results of a Sequential Multiple Assignment Randomized Trial.” Pain, April 20, 2023. https://doi.org/10.1097/j.pain.0000000000002915.
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    • Manschot, Cole, Eric Laber, and Marie Davidian. “Interim monitoring of sequential multiple assignment randomized trials using partial information.” Biometrics, March 10, 2023. https://doi.org/10.1111/biom.13854.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Group sequential methods for interim monitoring of randomized clinical trials with time-lagged outcome.” Stat Med 41, no. 28 (December 10, 2022): 5517–36. https://doi.org/10.1002/sim.9580.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Estimating vaccine efficacy over time after a randomized study is unblinded.” Biometrics 78, no. 3 (September 2022): 825–38. https://doi.org/10.1111/biom.13509.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Rejoinder: Estimating vaccine efficacy over time after a randomized study is unblinded.” Biometrics 78, no. 3 (September 2022): 848–51. https://doi.org/10.1111/biom.13539.
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    • Johnson, Dana, Wenbin Lu, and Marie Davidian. “A general framework for subgroup detection via one-step value difference estimation.” Biometrics, July 6, 2022. https://doi.org/10.1111/biom.13711.
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    • Davidian, Marie. “Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data.” Annual Review of Statistics and Its Application 9, no. 1 (March 7, 2022): 167–96. https://doi.org/10.1146/annurev-statistics-040120-025906.
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    • Cooks, Eric J., Kyle A. Duke, Jordan M. Neil, Melissa J. Vilaro, Danyell Wilson-Howard, Francois Modave, Thomas J. George, et al. “Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions.” J Clin Transl Sci 6, no. 1 (2022): e48. https://doi.org/10.1017/cts.2022.386.
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    • Tsiatis, Anastasios A., Marie Davidian, and Shannon T. Holloway. “Estimation of the odds ratio in a proportional odds model with censored time-lagged outcome in a randomized clinical trial.” Biometrics, November 26, 2021. https://doi.org/10.1111/biom.13603.
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    • Krieger, Janice L., Jordan M. Neil, Kyle A. Duke, Mohan S. Zalake, Fatemeh Tavassoli, Melissa J. Vilaro, Danyell S. Wilson-Howard, et al. “A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants.” Am J Prev Med 61, no. 2 (August 2021): 251–55. https://doi.org/10.1016/j.amepre.2021.01.014.
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    • Rose, Eric J., Eric B. Laber, Marie Davidian, Anastasios A. Tsiatis, Ying-Qi Zhao, and Michael R. Kosorok. “Sample Size Calculations for SMARTs,” June 16, 2019.
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    • Ruppert, A. S., J. Yin, M. Davidian, A. A. Tsiatis, J. C. Byrd, J. A. Woyach, and S. J. Mandrekar. “Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia.” Ann Oncol 30, no. 4 (April 2019): 542–50. https://doi.org/10.1093/annonc/mdz053.
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    • Hager, Rebecca, Anastasios A. Tsiatis, and Marie Davidian. “Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data.” Biometrics 74, no. 4 (December 2018): 1180–92. https://doi.org/10.1111/biom.12894.
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    • “Report of the Editors-2017.” Biometrics 74, no. 1 (March 2018): 5–7. https://doi.org/10.1111/biom.12858.
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    • Zhang, Yichi, Eric B. Laber, Marie Davidian, and Anastasios A. Tsiatis. “Interpretable Dynamic Treatment Regimes.” J Am Stat Assoc 113, no. 524 (2018): 1541–49. https://doi.org/10.1080/01621459.2017.1345743.
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    • Jiang, Runchao, Wenbin Lu, Rui Song, and Marie Davidian. “On Estimation of Optimal Treatment Regimes For Maximizing t-Year Survival Probability.” Journal of the Royal Statistical Society. Series B, Statistical Methodology 79, no. 4 (September 2017): 1165–85. https://doi.org/10.1111/rssb.12201.
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    • Thompson, Elizabeth, Marie Davidian, and Stephen Buckland. “Biometrics, JABES and the International Biometric Society.” Journal of Agricultural, Biological and Environmental Statistics 22, no. 3 (September 2017): 221–23. https://doi.org/10.1007/s13253-017-0302-9.
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    • “Biometrics, JABES and the International Biometric Society.” Biometrics 73, no. 3 (September 2017): 723–24. https://doi.org/10.1111/biom.12753.
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    • Laber, Eric B., and Marie Davidian. “Dynamic treatment regimes, past, present, and future: A conversation with experts.” Stat Methods Med Res 26, no. 4 (August 2017): 1605–10. https://doi.org/10.1177/0962280217708661.
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    • Kelleher, Sarah A., Caroline S. Dorfman, Jen C. Plumb Vilardaga, Catherine Majestic, Joseph Winger, Vicky Gandhi, Christine Nunez, et al. “Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART.” Contemp Clin Trials 57 (June 2017): 51–57. https://doi.org/10.1016/j.cct.2017.04.001.
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    • Verbeke, Geert, Steffen Fieuws, Geert Molenberghs, and Marie Davidian. “The analysis of multivariate longitudinal data: A review.” Stat Methods Med Res 26, no. 1 (February 2017): 112. https://doi.org/10.1177/0962280214539862.
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    • Vock, David M., Michael T. Durheim, Wayne M. Tsuang, C Ashley Finlen Copeland, Anastasios A. Tsiatis, Marie Davidian, Megan L. Neely, David J. Lederer, and Scott M. Palmer. “Survival Benefit of Lung Transplantation in the Modern Era of Lung Allocation.” Ann Am Thorac Soc 14, no. 2 (February 2017): 172–81. https://doi.org/10.1513/AnnalsATS.201606-507OC.
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    • Davidian, Marie, Anastasia Ivanova, and Olga Marchenko. “Special Issue of Journal of Biopharmaceutical Statistics dedicated to 2016 Trends and Innovations in Clinical Trial Statistics (TICTS) Conference.” J Biopharm Stat 27, no. 3 (2017): 357. https://doi.org/10.1080/10543406.2016.1273038.
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    • Kass, Robert E., Brian S. Caffo, Marie Davidian, Xiao-Li Meng, Bin Yu, and Nancy Reid. “Ten Simple Rules for Effective Statistical Practice.” Plos Comput Biol 12, no. 6 (June 2016): e1004961. https://doi.org/10.1371/journal.pcbi.1004961.
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    • Laber, Eric B., Ying-Qi Zhao, Todd Regh, Marie Davidian, Anastasios Tsiatis, Joseph B. Stanford, Donglin Zeng, Rui Song, and Michael R. Kosorok. “Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy.” Stat Med 35, no. 8 (April 15, 2016): 1245–56. https://doi.org/10.1002/sim.6783.
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    • Milanzi, Elasma, Geert Molenberghs, Ariel Alonso, Michael G. Kenward, Geert Verbeke, Anastasios A. Tsiatis, and Marie Davidian. “Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules.” J Biom Biostat 7, no. 1 (February 2016). https://doi.org/10.4172/2155-6180.1000272.
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    • Olby, N. J., A. C. Muguet-Chanoit, J. -. H. Lim, M. Davidian, C. L. Mariani, A. C. Freeman, S. R. Platt, et al. “A Placebo-Controlled, Prospective, Randomized Clinical Trial of Polyethylene Glycol and Methylprednisolone Sodium Succinate in Dogs with Intervertebral Disk Herniation.” J Vet Intern Med 30, no. 1 (2016): 206–14. https://doi.org/10.1111/jvim.13657.
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    • Zhang, Baqun, Anastasios A. Tsiatis, Marie Davidian, Min Zhang, and Eric Laber. “Estimating optimal treatment regimes from a classification perspective.” Stat 5, no. 1 (2016): 278–278. https://doi.org/10.1002/sta4.124.
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    • Zhang, Yichi, Eric B. Laber, Anastasios Tsiatis, and Marie Davidian. “Using decision lists to construct interpretable and parsimonious treatment regimes.” Biometrics 71, no. 4 (December 2015): 895–904. https://doi.org/10.1111/biom.12354.
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    • Milanzi, Elasma, Geert Molenberghs, Ariel Alonso, Michael G. Kenward, Anastasios A. Tsiatis, Marie Davidian, and Geert Verbeke. “Estimation After a Group Sequential Trial.” Stat Biosci 7, no. 2 (October 2015): 187–205. https://doi.org/10.1007/s12561-014-9112-6.
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    • Tutton, Sean M., Robert Pflugmacher, Mark Davidian, Douglas P. Beall, Francis R. Facchini, and Steven R. Garfin. “KAST Study: The Kiva System As a Vertebral Augmentation Treatment-A Safety and Effectiveness Trial: A Randomized, Noninferiority Trial Comparing the Kiva System With Balloon Kyphoplasty in Treatment of Osteoporotic Vertebral Compression Fractures.” Spine (Phila Pa 1976) 40, no. 12 (June 15, 2015): 865–75. https://doi.org/10.1097/BRS.0000000000000906.
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    • Zhang, Baqun, Anastasios A. Tsiatis, Eric B. Laber, and Marie Davidian. “Response to reader reaction.” Biometrics 71, no. 1 (March 2015): 267–73. https://doi.org/10.1111/biom.12229.
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    • “Report of the editors-2014.” Biometrics 71, no. 1 (March 2015): fmvii-fmix. https://doi.org/10.1111/biom.12291.
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    • Shah, Kinjal K., Valentina Tarasova, Michael Davidian, and Robert J. Anderson. “Painful acute radiation thyroiditis induced by 131I treatment of Graves' disease.” Bmj Case Rep 2015 (January 9, 2015). https://doi.org/10.1136/bcr-2014-207670.
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    • Schulte, Phillip J., Anastasios A. Tsiatis, Eric B. Laber, and Marie Davidian. “Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes.” Stat Sci 29, no. 4 (November 2014): 640–61. https://doi.org/10.1214/13-STS450.
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    • Laber, Eric B., Anastasios A. Tsiatis, Marie Davidian, and Shannon T. Holloway. “Discussion of "Combining biomarkers to optimize patient treatment recommendation".” Biometrics 70, no. 3 (September 2014): 707–10. https://doi.org/10.1111/biom.12187.
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    • “Report of the Editors-2013.” Biometrics 70, no. 1 (March 2014): vii–ix. https://doi.org/10.1111/biom.12142.
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    • Molenberghs, Geert, Michael G. Kenward, Marc Aerts, Geert Verbeke, Anastasios A. Tsiatis, Marie Davidian, and Dimitris Rizopoulos. “On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: sequential trials, random sample sizes, and missing data.” Stat Methods Med Res 23, no. 1 (February 2014): 11–41. https://doi.org/10.1177/0962280212445801.
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    • Verbeke, Geert, Steffen Fieuws, Geert Molenberghs, and Marie Davidian. “The analysis of multivariate longitudinal data: a review.” Stat Methods Med Res 23, no. 1 (February 2014): 42–59. https://doi.org/10.1177/0962280212445834.
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    • Davidian, M., and C. Kutal. “Collaboration to meet the statistical needs in the chemistry curriculum.” Journal of Chemical Education 91, no. 1 (January 14, 2014): 12. https://doi.org/10.1021/ed400516y.
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    • Vock, David M., Marie Davidian, and Anastasios A. Tsiatis. “SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models.” Journal of Statistical Software 56, no. CS2 (January 1, 2014): 1–21.
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    • Vock, David M., Marie Davidian, and Anastasios A. Tsiatis. “SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models.” J Stat Softw 56 (January 1, 2014): 2. https://doi.org/10.18637/jss.v056.c02.
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    • Vock, David M., Anastasios A. Tsiatis, Marie Davidian, Eric B. Laber, Wayne M. Tsuang, C Ashley Finlen Copeland, and Scott M. Palmer. “Assessing the causal effect of organ transplantation on the distribution of residual lifetime.” Biometrics 69, no. 4 (December 2013): 820–29. https://doi.org/10.1111/biom.12084.
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    • Thomas, Laine, Leonard A. Stefanski, and Marie Davidian. “Moment Adjusted Imputation for Multivariate Measurement Error Data with Applications to Logistic Regression.” Comput Stat Data Anal 67 (November 1, 2013): 15–24. https://doi.org/10.1016/j.csda.2013.04.017.
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    • Davidian, M. “The international year of statistics: A celebration and a call to action.” Journal of the American Statistical Association 108, no. 504 (January 1, 2013): 1141–46. https://doi.org/10.1080/01621459.2013.844019.
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    • Zhang, Baqun, Anastasios A. Tsiatis, Eric B. Laber, and Marie Davidian. “Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions.” Biometrika 100, no. 3 (2013). https://doi.org/10.1093/biomet/ast014.
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    • Yuan, Shuai, Hao Helen Zhang, and Marie Davidian. “Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials.” Stat Med 31, no. 29 (December 20, 2012): 3789–3804. https://doi.org/10.1002/sim.5433.
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    • Zhang, Baqun, Anastasios A. Tsiatis, Eric B. Laber, and Marie Davidian. “A robust method for estimating optimal treatment regimes.” Biometrics 68, no. 4 (December 2012): 1010–18. https://doi.org/10.1111/j.1541-0420.2012.01763.x.
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    • Davidian, Marie, and Thomas A. Louis. “Why statistics?” Science 336, no. 6077 (April 6, 2012): 12. https://doi.org/10.1126/science.1218685.
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    • Louis, Thomas A., Russell Millar, Jeremy M. G. Taylor, Geert Verbeke, and Marie Davidian. “Biometrics. Report of the editors--2011.” Biometrics 68, no. 1 (March 2012): vii–x. https://doi.org/10.1111/j.1541-0420.2012.01746.x.
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    • Vock, David M., Marie Davidian, Anastasios A. Tsiatis, and Andrew J. Muir. “Mixed model analysis of censored longitudinal data with flexible random-effects density.” Biostatistics 13, no. 1 (January 2012): 61–73. https://doi.org/10.1093/biostatistics/kxr026.
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    • Zhang, Baqun, Anastasios A. Tsiatis, Marie Davidian, Min Zhang, and Eric Laber. “Estimating Optimal Treatment Regimes from a Classification Perspective.” Stat 1, no. 1 (January 1, 2012): 103–14. https://doi.org/10.1002/sta.411.
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    • Thomas, Laine, Leonard Stefanski, and Marie Davidian. “A moment-adjusted imputation method for measurement error models.” Biometrics 67, no. 4 (December 2011): 1461–70. https://doi.org/10.1111/j.1541-0420.2011.01569.x.
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    • Writing Committee for the CASCADE Collaboration, Jingbo. “Timing of HAART initiation and clinical outcomes in human immunodeficiency virus type 1 seroconverters.” Arch Intern Med 171, no. 17 (September 26, 2011): 1560–69. https://doi.org/10.1001/archinternmed.2011.401.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Discussion of "Connections Between Survey Calibration Estimators and Semiparametric Models for Incomplete Data" by T. Lumley, P.A. Shaw & J.Y. Dai.” Int Stat Rev 79, no. 2 (August 1, 2011): 221–23. https://doi.org/10.1111/j.1751-5823.2011.00144.x.
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    • Tsiatis, Anastasios A., Marie Davidian, and Weihua Cao. “Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout.” Biometrics 67, no. 2 (June 2011): 536–45. https://doi.org/10.1111/j.1541-0420.2010.01476.x.
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    • Funk, Michele Jonsson, Daniel Westreich, Chris Wiesen, Til Stürmer, M Alan Brookhart, and Marie Davidian. “Doubly robust estimation of causal effects.” Am J Epidemiol 173, no. 7 (April 1, 2011): 761–67. https://doi.org/10.1093/aje/kwq439.
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    • Zhang, Min, Anastasios A. Tsiatis, Marie Davidian, Karen S. Pieper, and Kenneth W. Mahaffey. “Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial.” Biostatistics 12, no. 2 (April 2011): 258–69. https://doi.org/10.1093/biostatistics/kxq054.
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    • Louis, T. A., R. Millar, G. Verbeke, D. Zucker, and M. Davidian. “Report of the Editors-2010.” Biometrics 67, no. 1 (January 1, 2011): 7–9. https://doi.org/10.1111/j.1541-0420.2011.01556.x.
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    • Louis, T. A., G. Molenberghs, G. Verbeke, D. Zucker, and M. Davidian. “Report of the editors - 2009.” Biometrics 66, no. 1 (January 1, 2010): 7–9. https://doi.org/10.1111/j.1541-0420.2009.01394.x.
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    • Bang, Heejung, and Marie Davidian. “Experimental statistics for biological sciences.” Methods Mol Biol 620 (2010): 3–104. https://doi.org/10.1007/978-1-60761-580-4_1.
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    • Hawkins, E. C., L. D. Clay, J. M. Bradley, and M. Davidian. “Demographic and historical findings, including exposure to environmental tobacco smoke, in dogs with chronic cough.” J Vet Intern Med 24, no. 4 (2010): 825–31. https://doi.org/10.1111/j.1939-1676.2010.0530.x.
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    • Serroyen, Jan, Geert Molenberghs, Geert Verbeke, and Marie Davidian. “Non-linear Models for Longitudinal Data.” Am Stat 63, no. 4 (November 1, 2009): 378–88. https://doi.org/10.1198/tast.2009.07256.
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    • Huang, Xianzheng, Leonard A. Stefanski, and Marie Davidian. “Latent-model robustness in joint models for a primary endpoint and a longitudinal process.” Biometrics 65, no. 3 (September 2009): 719–27. https://doi.org/10.1111/j.1541-0420.2008.01171.x.
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    • Tzeng, Jung-Ying, Daowen Zhang, Sheng-Mao Chang, Duncan C. Thomas, and Marie Davidian. “Gene-trait similarity regression for multimarker-based association analysis.” Biometrics 65, no. 3 (September 2009): 822–32. https://doi.org/10.1111/j.1541-0420.2008.01176.x.
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    • Cao, Weihua, Anastasios A. Tsiatis, and Marie Davidian. “Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data.” Biometrika 96, no. 3 (September 2009): 723–34. https://doi.org/10.1093/biomet/asp033.
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    • Kepler, G. M., H. T. Banks, M. Davidian, and E. S. Rosenberg. “A Model for HCMV Infection in Immunosuppressed Patients.” Math Comput Model 49, no. 7–8 (April 2009): 1653–63. https://doi.org/10.1016/j.mcm.2008.06.003.
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    • Molenberghs, G., N. Wang, D. Zucker, and M. Davidian. “Report of the Editors - 2008.” Biometrics 65, no. 1 (January 1, 2009). https://doi.org/10.1111/j.1541-0420.2009.01221.x.
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    • Doehler, Kirsten, and Marie Davidian. “'Smooth' inference for survival functions with arbitrarily censored data.” Stat Med 27, no. 26 (November 20, 2008): 5421–39. https://doi.org/10.1002/sim.3368.
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    • Tsiatis, Anastasios A., Marie Davidian, Min Zhang, and Xiaomin Lu. “Covariate adjustment for two-sample treatment comparisons in randomized clinical trials: a principled yet flexible approach.” Stat Med 27, no. 23 (October 15, 2008): 4658–77. https://doi.org/10.1002/sim.3113.
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    • Banks, H. T., M. Davidian, Shuhua Hu, Grace M. Kepler, and E. S. Rosenberg. “Modelling HIV immune response and validation with clinical data.” J Biol Dyn 2, no. 4 (October 2008): 357–85. https://doi.org/10.1080/17513750701813184.
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    • Zhang, Min, Anastasios A. Tsiatis, and Marie Davidian. “Improving efficiency of inferences in randomized clinical trials using auxiliary covariates.” Biometrics 64, no. 3 (September 2008): 707–15. https://doi.org/10.1111/j.1541-0420.2007.00976.x.
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    • Zhang, Min, and Marie Davidian. “"Smooth" semiparametric regression analysis for arbitrarily censored time-to-event data.” Biometrics 64, no. 2 (June 2008): 567–76. https://doi.org/10.1111/j.1541-0420.2007.00928.x.
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    • Freedman, L., G. Molenberghs, N. Wang, D. Zucker, and M. Davidian. “Report of the editors - 2007.” Biometrics 64, no. 1 (January 1, 2008). https://doi.org/10.1111/j.1541-0420.2008.00961.x.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data.” Statistical Science 22, no. 4 (November 1, 2007). https://doi.org/10.1214/07-sts227b.
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    • Li, Erning, Daowen Zhang, and Marie Davidian. “Likelihood and Pseudo-likelihood Methods for Semiparametric Joint Models for a Primary Endpoint and Longitudinal Data.” Comput Stat Data Anal 51, no. 12 (August 15, 2007): 5776–90. https://doi.org/10.1016/j.csda.2006.10.008.
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    • Rosenberg, Eric S., Marie Davidian, and H Thomas Banks. “Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection.” Drug Alcohol Depend 88 Suppl 2, no. Suppl 2 (May 2007): S41–51. https://doi.org/10.1016/j.drugalcdep.2006.12.024.
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    • Adams, B. M., H. T. Banks, M. Davidian, and E. S. Rosenberg. “Estimation and prediction with HIV-treatment interruption data.” Bull Math Biol 69, no. 2 (February 2007): 563–84. https://doi.org/10.1007/s11538-006-9140-6.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data.” Stat Sci 22, no. 4 (2007): 569–73. https://doi.org/10.1214/07-STS227.
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    • Lin, Jiang, Daowen Zhang, and Marie Davidian. “Smoothing spline-based score tests for proportional hazards models.” Biometrics 62, no. 3 (September 2006): 803–12. https://doi.org/10.1111/j.1541-0420.2005.00521.x.
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    • Huang, Xianzheng, Leonard A. Stefanski, and Marie Davidian. “Latent-model robustness in structural measurement error models.” Biometrika 93, no. 1 (March 1, 2006): 53–64. https://doi.org/10.1093/biomet/93.1.53.
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    • Adams, B. M., H. T. Banks, M. Davidian, Hee-Dae Kwon, H. T. Tran, S. N. Wynne, and E. S. Rosenberg. “HIV dynamics: Modeling, data analysis, and optimal treatment protocols.” Journal of Computational and Applied Mathematics 184, no. 1 (December 2005): 10–49. https://doi.org/10.1016/j.cam.2005.02.004.
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    • Davidian, Marie, Anastasios A. Tsiatis, and Selene Leon. “Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study with Missing Data.” Stat Sci 20, no. 3 (August 2005): 261–301. https://doi.org/10.1214/088342305000000151.
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    • Eisenstein, Eric L., Charles F. Bethea, Lawrence H. Muhlbaier, Marie Davidian, Eric D. Peterson, Judith A. Stafford, and Daniel B. Mark. “Surgeons' economic profiles: can we get the "right" answers?” J Med Syst 29, no. 2 (April 2005): 111–24. https://doi.org/10.1007/s10916-005-3000-z.
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    • Tsiatis, A. A., and M. Davidian. “Discussion on "statistical issues arising in the Women's Health Initiative".” Biometrics 61, no. 4 (January 1, 2005): 933–35. https://doi.org/10.1111/j.0006-341X.2005.454_9.x.
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    • Lunceford, Jared K., and Marie Davidian. “Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study.” Stat Med 23, no. 19 (October 15, 2004): 2937–60. https://doi.org/10.1002/sim.1903.
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    • Zhang, D., and M. Davidian. “Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data.” Journal of Multivariate Analysis 91, no. 1 (October 1, 2004): 90–106. https://doi.org/10.1016/j.jmva.2004.04.007.
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    • Bodnar, Lisa M., Marie Davidian, Anna Maria Siega-Riz, and Anastasios A. Tsiatis. “Marginal structural models for analyzing causal effects of time-dependent treatments: an application in perinatal epidemiology.” Am J Epidemiol 159, no. 10 (May 15, 2004): 926–34. https://doi.org/10.1093/aje/kwh131.
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    • Li, Erning, Daowen Zhang, and Marie Davidian. “Conditional estimation for generalized linear models when covariates are subject-specific parameters in a mixed model for longitudinal measurements.” Biometrics 60, no. 1 (March 2004): 1–7. https://doi.org/10.1111/j.0006-341X.2004.00170.x.
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    • Pieper, Karen S., Anastasios A. Tsiatis, Marie Davidian, Vic Hasselblad, Neal S. Kleiman, Eric Boersma, Wei-Ching Chang, et al. “Differential treatment benefit of platelet glycoprotein IIb/IIIa inhibition with percutaneous coronary intervention versus medical therapy for acute coronary syndromes: exploration of methods.” Circulation 109, no. 5 (February 10, 2004): 641–46. https://doi.org/10.1161/01.CIR.0000112570.97220.89.
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    • Leon, Selene, Anastasios A. Tsiatis, and Marie Davidian. “Semiparametric estimation of treatment effect in a pretest-posttest study.” Biometrics 59, no. 4 (December 2003): 1046–55. https://doi.org/10.1111/j.0006-341x.2003.00120.x.
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    • Davidian, Marie, and David M. Giltinan. “Nonlinear models for repeated measurement data: An overview and update.” Journal of Agricultural, Biological, and Environmental Statistics 8, no. 4 (December 2003): 387–419. https://doi.org/10.1198/1085711032697.
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    • Yeap, Beow Yong, Paul J. Catalano, Louise M. Ryan, and Marie Davidian. “Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats.” Journal of Agricultural, Biological, and Environmental Statistics 8, no. 4 (December 2003): 438–54. https://doi.org/10.1198/1085711032552.
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    • Davidian, Marie. “Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Stephen W. Raudenbush and Anthony S. Bryk.” Journal of the American Statistical Association 98 (January 2003): 767–68.
    • Song, Xiao, Marie Davidian, and Anastasios A. Tsiatis. “An estimator for the proportional hazards model with multiple longitudinal covariates measured with error.” Biostatistics 3, no. 4 (December 2002): 511–28. https://doi.org/10.1093/biostatistics/3.4.511.
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    • Song, Xiao, Marie Davidian, and Anastasios A. Tsiatis. “A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data.” Biometrics 58, no. 4 (December 2002): 742–53. https://doi.org/10.1111/j.0006-341x.2002.00742.x.
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    • Batchelor, Wayne B., Thaddeus R. Tolleson, Yao Huang, Rhonda L. Larsen, R Michael Mantell, Patricia Dillard, Marie Davidian, et al. “Randomized COMparison of platelet inhibition with abciximab, tiRofiban and eptifibatide during percutaneous coronary intervention in acute coronary syndromes: the COMPARE trial. Comparison Of Measurements of Platelet aggregation with Aggrastat, Reopro, and Eptifibatide.” Circulation 106, no. 12 (September 17, 2002): 1470–76. https://doi.org/10.1161/01.cir.0000029744.01096.1f.
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    • Chen, Junliang, Daowen Zhang, and Marie Davidian. “A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution.” Biostatistics 3, no. 3 (September 2002): 347–60. https://doi.org/10.1093/biostatistics/3.3.347.
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    • Lunceford, Jared K., Marie Davidian, and Anastasios A. Tsiatis. “Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials.” Biometrics 58, no. 1 (March 2002): 48–57. https://doi.org/10.1111/j.0006-341x.2002.00048.x.
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    • Altan, S., A. Manola, M. Davidian, and D. Raghavarao. “Constrained four parameter logistic model.” Dev Biol (Basel) 107 (2002): 71–76.
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    • Zhang, D., and M. Davidian. “Linear mixed models with flexible distributions of random effects for longitudinal data.” Biometrics 57, no. 3 (September 2001): 795–802. https://doi.org/10.1111/j.0006-341x.2001.00795.x.
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    • Tsiatis, A. A. “A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error.” Biometrika 88, no. 2 (June 1, 2001): 447–58. https://doi.org/10.1093/biomet/88.2.447.
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    • Yeap, B. Y., and M. Davidian. “Robust two-stage estimation in hierarchical nonlinear models.” Biometrics 57, no. 1 (March 2001): 266–72. https://doi.org/10.1111/j.0006-341x.2001.00266.x.
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    • Neumann, A. U., N. P. Lam, H. Dahari, M. Davidian, T. E. Wiley, B. P. Mika, A. S. Perelson, and T. J. Layden. “Differences in viral dynamics between genotypes 1 and 2 of hepatitis C virus.” J Infect Dis 182, no. 1 (July 2000): 28–35. https://doi.org/10.1086/315661.
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    • Ko, H., and M. Davidian. “Correcting for measurement error in individual-level covariates in nonlinear mixed effects models.” Biometrics 56, no. 2 (June 2000): 368–75. https://doi.org/10.1111/j.0006-341x.2000.00368.x.
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    • Oberg, A., and M. Davidian. “Estimating data transformations in nonlinear mixed effects models.” Biometrics 56, no. 1 (March 2000): 65–72. https://doi.org/10.1111/j.0006-341x.2000.00065.x.
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    • Hartford, A., and M. Davidian. “Consequences of misspecifying assumptions in nonlinear mixed effects models.” Computational Statistics and Data Analysis 34, no. 2 (January 1, 2000): 139–64. https://doi.org/10.1016/S0167-9473(99)00076-6.
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    • Betts, M. R., J. F. Krowka, T. B. Kepler, M. Davidian, C. Christopherson, S. Kwok, L. Louie, J. Eron, H. Sheppard, and J. A. Frelinger. “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 Res Hum Retroviruses 15, no. 13 (September 1, 1999): 1219–28. https://doi.org/10.1089/088922299310313.
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    • Gorczyca, W., M. Davidian, J. Gherson, R. Ashikari, Z. Darzynkiewicz, and M. R. Melamed. “Laser scanning cytometry quantification of estrogen receptors in breast cancer.” Anal Quant Cytol Histol 20, no. 6 (December 1998): 470–76.
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    • Hu, P., A. A. Tsiatis, and M. Davidian. “Estimating the parameters in the Cox model when covariate variables are measured with error.” Biometrics 54, no. 4 (December 1998): 1407–19.
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    • Davidian, M., S. T. Kee, N. Kato, C. P. Semba, M. K. Razavi, R. S. Mitchell, and M. D. Dake. “Aneurysm of an aberrant right subclavian artery: treatment with PTFE covered stentgraft.” J Vasc Surg 28, no. 2 (August 1998): 335–39. https://doi.org/10.1016/s0741-5214(98)70169-7.
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    • Higgins, K. M., M. Davidian, G. Chew, and H. Burge. “The effect of serial dilution error on calibration inference in immunoassay.” Biometrics 54, no. 1 (March 1998): 19–32.
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    • Zeng, Q., and M. Davidian. “Calibration inference based on multiple runs of an immunoassay.” Biometrics 53, no. 4 (December 1997): 1304–17.
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    • Zeng, Q., and M. Davidian. “Testing homogeneity of intra-run variance parameters in immunoassay.” Stat Med 16, no. 15 (August 15, 1997): 1765–76. https://doi.org/10.1002/(sici)1097-0258(19970815)16:15<1765::aid-sim603>3.0.co;2-p.
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    • Higgins, K. M., M. Davidian, and D. M. Giltinan. “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, no. 438 (June 1, 1997): 436–48.
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    • Zeng, Q., and M. Davidian. “Bootstrap-adjusted calibration confidence intervals for immunoassay.” Journal of the American Statistical Association 92, no. 437 (March 1, 1997): 278–90. https://doi.org/10.2307/2291472.
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    • Wang, N. “A note on covariate measurement error in nonlinear mixed effects models.” Biometrika 83, no. 4 (December 1, 1996): 801–12. https://doi.org/10.1093/biomet/83.4.801.
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    • Trettin, C. C., M. Davidian, M. F. Jurgensen, and R. Lea. “Organic Matter Decomposition following Harvesting and Site Preparation of a Forested Wetland.” Soil Science Society of America Journal 60, no. 6 (November 1996): 1994–2003. https://doi.org/10.2136/sssaj1996.03615995006000060053x.
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    • Finger, P. T., S. A. McCormick, M. Davidian, and J. B. Walsh. “Adenocarcinoma of the retinal pigment epithelium: a diagnostic and therapeutic challenge.” Graefes Arch Clin Exp Ophthalmol 234 Suppl 1 (August 1996): S22–27. https://doi.org/10.1007/BF02343044.
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    • Jacobson, J. M., M. Davidian, P. M. Rainey, R. Hafner, R. H. Raasch, and B. J. Luft. “Pyrimethamine pharmacokinetics in human immunodeficiency virus-positive patients seropositive for Toxoplasma gondii.” Antimicrob Agents Chemother 40, no. 6 (June 1996): 1360–65. https://doi.org/10.1128/AAC.40.6.1360.
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    • Belanger, B. A., M. Davidian, and D. M. Giltinan. “The effect of variance function estimation on nonlinear calibration inference in immunoassay data.” Biometrics 52, no. 1 (March 1996): 158–75.
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    • Davidian, M., and A. Koo. “Pancreaticobronchial fistula diagnosed by combined ERP and CT.” Ajr Am J Roentgenol 166, no. 1 (January 1996): 53–54. https://doi.org/10.2214/ajr.166.1.8571904.
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    • Liu, Martha N., E Allen Foegeding, Shue-Fung Wang, Denise M. Smith, and Marie Davidian. “Denaturation and Aggregation of Chicken Myosin Isoforms.” Journal of Agricultural and Food Chemistry 44, no. 6 (January 1, 1996): 1435–40. https://doi.org/10.1021/jf9503422.
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    • Nelson, P., R. Sellon, C. Novotney, C. Devera, M. Davidian, R. English, M. Tompkins, and W. Tompkins. “Therapeutic effects of diethylcarbamazine and 3'-azido-3'-deoxythymidine on feline leukemia virus lymphoma formation.” Vet Immunol Immunopathol 46, no. 1–2 (May 1995): 181–94. https://doi.org/10.1016/0165-2427(94)07017-2.
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    • Giltinan, D. M., and M. Davidian. “Assays for recombinant proteins: a problem in non-linear calibration.” Stat Med 13, no. 11 (June 15, 1994): 1165–79. https://doi.org/10.1002/sim.4780131107.
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    • Yuh, L., S. Beal, M. Davidian, F. Harrison, A. Hester, K. Kowalski, E. Vonesh, and R. Wolfinger. “Population pharmacokinetic/pharmacodynamic methodology and applications: a bibliography.” Biometrics 50, no. 2 (June 1994): 566–75.
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    • Noga, E. J., D. P. Engel, T. W. Arroll, S. McKenna, and M. Davidian. “Low serum antibacterial activity coincides with increased prevalence of shell disease in blue crabs Callinectes sapidus.” Diseases of Aquatic Organisms 19 (1994): 121–28. https://doi.org/10.3354/dao019121.
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    • Davidian, M., and A. R. Gallant. “The nonlinear mixed effects model with a smooth random effects density.” Biometrika 80, no. 3 (September 1, 1993): 475–88. https://doi.org/10.1093/biomet/80.3.475.
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    • Davidian, Marie, and David M. Giltinan. “Analysis of repeated measurement data using the nonlinear mixed effects model.” Chemometrics and Intelligent Laboratory Systems 20, no. 1 (August 1993): 1–24. https://doi.org/10.1016/0169-7439(93)80017-c.
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    • Schwalb, D. M., M. Eshghi, M. Davidian, and I. Franco. “Morphological and physiological changes in the urinary tract associated with ureteral dilation and ureteropyeloscopy: an experimental study.” J Urol 149, no. 6 (June 1993): 1576–85. https://doi.org/10.1016/s0022-5347(17)36456-x.
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    • Davidian, M., and D. M. Giltinan. “Some general estimation methods for nonlinear mixed-effects models.” J Biopharm Stat 3, no. 1 (March 1993): 23–55. https://doi.org/10.1080/10543409308835047.
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    • Davidian, Marie, and David M. Giltinan. “Some Simple Methods for Estimating Intraindividual Variability in Nonlinear Mixed Effects Models.” Biometrics 49, no. 1 (March 1993): 59–59. https://doi.org/10.2307/2532602.
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    • Davidian, M., and A. R. Gallant. “Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine.” J Pharmacokinet Biopharm 20, no. 5 (October 1992): 529–56. https://doi.org/10.1007/BF01061470.
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    • Davidian, Marie, and Perry D. Haaland. “Regression and calibration with nonconstant error variance.” Chemometrics and Intelligent Laboratory Systems 9, no. 3 (December 1990): 231–48. https://doi.org/10.1016/0169-7439(90)80074-g.
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    • DAVIDIAN, M. “Estimation of variance functions in assays with possibly unequal replication and nonnormal data.” Biometrika 77, no. 1 (March 1, 1990): 43–54. https://doi.org/10.1093/biomet/77.1.43.
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    • Berezin, S., S. M. Schwarz, M. Glassman, M. Davidian, and L. J. Newman. “Gastrointestinal milk intolerance of infancy.” Am J Dis Child 143, no. 3 (March 1989): 361–62. https://doi.org/10.1001/archpedi.1989.02150150119029.
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    • O’Dea, D., R. Kay, J. Blake, D. Rubin, A. Pucillo, M. Davidian, and M. V. Herman. “Electrocardiographic pseudo-myocardial infarct pattern in malignant cardiac disease.” Cancer 63, no. 5 (March 1, 1989): 958–62. https://doi.org/10.1002/1097-0142(19890301)63:5<958::aid-cncr2820630528>3.0.co;2-q.
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    • Dworkin, B. M., P. P. Antonecchia, F. Smith, L. Weiss, M. Davidian, D. Rubin, and W. S. Rosenthal. “Reduced cardiac selenium content in the acquired immunodeficiency syndrome.” Jpen J Parenter Enteral Nutr 13, no. 6 (1989): 644–47. https://doi.org/10.1177/0148607189013006644.
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    • Ingegno, M. D., S. R. Money, W. Thelmo, G. L. Greene, M. Davidian, B. M. Jaffe, and L. P. Pertschuk. “Progesterone receptors in the human heart and great vessels.” Lab Invest 59, no. 3 (September 1988): 353–56.
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    • DAVIDIAN, M., and R. J. CARROLL. “A NOTE ON EXTENDED QUASI-LIKELIHOOD.” Journal of the Royal Statistical Society Series B Methodological 50, no. 1 (January 1, 1988): 74–82.
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    • Berezin, S., J. Fakhry, L. J. Newman, M. Davidian, and M. S. Slim. “Intestinal duplication in a patient with neurofibromatosis: aid of ultrasound and CT scan in diagnosis.” J Pediatr Gastroenterol Nutr 7, no. 6 (1988): 922–25. https://doi.org/10.1097/00005176-198811000-00022.
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    • DAVIDIAN, M., R. J. CARROLL, and W. SMITH. “Variance functions and the minimum detectable concentration in assays.” Biometrika 75, no. 3 (1988): 549–56. https://doi.org/10.1093/biomet/75.3.549.
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    • Weinstein, A., D. Bujak, A. Mittelman, and M. Davidian. “Erythema nodosum in a patient with renal cell carcinoma treated with interleukin 2 and lymphokine-activated killer cells.” Jama 258, no. 21 (December 4, 1987): 3120–21.
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    • DAVIDIAN, M., and R. J. CARROLL. “VARIANCE FUNCTION ESTIMATION.” Journal of the American Statistical Association 82, no. 400 (December 1, 1987): 1079–91. https://doi.org/10.2307/2289384.
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    • Woolf, P. K., T. S. Chung, J. Stewart, M. Lialios, M. Davidian, and M. H. Gewitz. “Life-threatening dysrhythmias in varicella myocarditis.” Clin Pediatr (Phila) 26, no. 9 (September 1987): 480–82. https://doi.org/10.1177/000992288702600911.
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  • Book Sections

    • Davidian, Marie, Anastasios A. Tsiatis, and Eric B. Laber. “Value search estimators for optimal dynamic treatment regimes.” In ADAPTIVE TREATMENT STRATEGIES IN PRACTICE: PLANNING TRIALS AND ANALYZING DATA FOR PERSONALIZED MEDICINE, 135–55, 2016.
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    • Ren, Z., M. Davidian, S. L. George, R. M. Goldberg, F. A. Wright, A. A. Tsiatis, and M. R. Kosorok. “Research methods for clinical trials in personalized medicine: A systematic review.” In Lost in Translation: Barriers to Incentives for Translational Research in Medical Sciences, 659–84, 2014. https://doi.org/10.1142/9789814489072_0025.
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    • Davidian, Marie. “Publishing without perishing and other career advice.” In PAST, PRESENT, AND FUTURE OF STATISTICAL SCIENCE, 581–91, 2014.
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    • Davidian, Marie. “Nonlinear Mixed Effects Models.” In International Encyclopedia of Statistical Science, 947–50. Springer Berlin Heidelberg, 2011. https://doi.org/10.1007/978-3-642-04898-2_409.
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    • Banks, H. T., M. Davidian, J. R. Samuels, and K. L. Sutton. “An inverse problem statistical methodology summary.” In Mathematical and Statistical Estimation Approaches in Epidemiology, 249–302, 2009. https://doi.org/10.1007/978-90-481-2313-1_11.
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    • Davidian, Marie. “Non-linear mixed-effects models.” In LONGITUDINAL DATA ANALYSIS, 107–41, 2009.
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    • Verbeke, Geert, and Marie Davidian. “Joint models for longitudinal data: Introduction and overview.” In LONGITUDINAL DATA ANALYSIS, 319–26, 2009.
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  • Conference Papers

    • Newcomb, Michael, Eric Laber, Marie Davidian, Carlos Rodriguez-Diaz, Kenneth Weingardt, Jeffrey T. Parsons, and Brian Mustanski. “A Stepped-Care Evaluation of a Package of eHealth HIV Prevention Programs for Adolescent Gay and Bisexual Boys: The SMART Program.” In Psychosomatic Medicine, 79:A157–58. LIPPINCOTT WILLIAMS & WILKINS, 2017.
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    • Funk, M Jonsson, J. S. Fusco, S. R. Cole, J. C. Thomas, K. Porter, J. S. Kaufman, M. Davidian, A. D. White, K. E. Hartmann, and J Jr Eron. “EFFECT OF HAART INITIATION ON CLINICAL OUTCOMES IN HIV-1 INFECTED PATIENTS.” In American Journal of Epidemiology, 171:S43–S43, 2010.
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    • Carroll, R. J., M. Davidian, J. Dubin, G. Fitzmaurice, M. Kenward, G. Mohlenberghs, and J. Roy. “Discussion of two important missing data issues.” In Statistica Sinica, 14:627–29, 2004.
    • Davidian, M., P. Diggle, D. Follmann, T. A. Louis, J. Taylor, S. Zeger, L. Beckett, et al. “Discussion of joint modeling longitudinal and survival data.” In Statistica Sinica, 14:621–24, 2004.
    • Tsiatis, A. A., and M. Davidian. “Joint modeling of longitudinal and time-to-event data: An overview.” In Statistica Sinica, 14:809–34, 2004.
    • DAVIDIAN, M., and B. S. GUPTA. “THE USE OF REGRESSION-ANALYSIS IN NONWOVENS RESEARCH.” In 1991 Nonwovens Conference, 27–33, 1991.
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  • Preprints

    • Manschot, Cole, Eric Laber, and Marie Davidian. “Interim Monitoring of Sequential Multiple Assignment Randomized Trials Using Partial Information,” September 13, 2022.
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    • Tsiatis, Anastasios A., and Marie Davidian. “Group sequential methods for interim monitoring of randomized clinical trials with time-lagged outcome,” April 22, 2022.
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