| Year |
Citation |
Score |
| 2023 |
Manschot C, Laber E, Davidian M. Interim monitoring of sequential multiple assignment randomized trials using partial information. Biometrics. PMID 36896962 DOI: 10.1111/biom.13854 |
0.308 |
|
| 2018 |
Zhang Y, Laber EB, Davidian M, Tsiatis AA. Interpretable Dynamic Treatment Regimes. Journal of the American Statistical Association. 113: 1541-1549. PMID 30774169 DOI: 10.1080/01621459.2017.1345743 |
0.441 |
|
| 2018 |
Hager R, Tsiatis AA, Davidian M. Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data. Biometrics. PMID 29775203 DOI: 10.1111/Biom.12894 |
0.371 |
|
| 2017 |
Jiang R, Lu W, Song R, Davidian M. On Estimation of Optimal Treatment Regimes For Maximizing t-Year Survival Probability. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 79: 1165-1185. PMID 28983189 DOI: 10.1111/Rssb.12201 |
0.431 |
|
| 2016 |
Davidian M, Ivanova A, Marchenko O. Special Issue of Journal of Biopharmaceutical Statistics dedicated to 2016 Trends and Innovations in Clinical Trial Statistics (TICTS) Conference. Journal of Biopharmaceutical Statistics. PMID 27977324 DOI: 10.1080/10543406.2016.1273038 |
0.323 |
|
| 2016 |
Kass RE, Caffo BS, Davidian M, Meng XL, Yu B, Reid N. Ten Simple Rules for Effective Statistical Practice. Plos Computational Biology. 12: e1004961. PMID 27281180 DOI: 10.1371/Journal.Pcbi.1004961 |
0.311 |
|
| 2016 |
Milanzi E, Molenberghs G, Alonso A, Kenward MG, Verbeke G, Tsiatis AA, Davidian M. Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules. Journal of Biometrics & Biostatistics. 7. PMID 27175309 DOI: 10.4172/2155-6180.1000272 |
0.399 |
|
| 2015 |
Laber EB, Zhao YQ, Regh T, Davidian M, Tsiatis A, Stanford JB, Zeng D, Song R, Kosorok MR. Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy. Statistics in Medicine. PMID 26506890 DOI: 10.1002/Sim.6783 |
0.439 |
|
| 2015 |
Milanzi E, Molenberghs G, Alonso A, Kenward MG, Tsiatis AA, Davidian M, Verbeke G. Estimation After a Group Sequential Trial. Statistics in Biosciences. 7: 187-205. PMID 26478751 DOI: 10.1007/S12561-014-9112-6 |
0.387 |
|
| 2015 |
Zhang Y, Laber EB, Tsiatis A, Davidian M. Using decision lists to construct interpretable and parsimonious treatment regimes. Biometrics. PMID 26193819 DOI: 10.1111/Biom.12354 |
0.402 |
|
| 2014 |
Schulte PJ, Tsiatis AA, Laber EB, Davidian M. Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 29: 640-661. PMID 25620840 DOI: 10.1214/13-Sts450 |
0.356 |
|
| 2014 |
Laber EB, Tsiatis AA, Davidian M, Holloway ST. Discussion of "Combining biomarkers to optimize patient treatment recommendation". Biometrics. 70: 707-10. PMID 24888979 DOI: 10.1111/Biom.12187 |
0.343 |
|
| 2014 |
Vock DM, Davidian M, Tsiatis AA. SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models. Journal of Statistical Software. 56: 2. PMID 24688453 DOI: 10.18637/Jss.V056.C02 |
0.42 |
|
| 2014 |
Verbeke G, Fieuws S, Molenberghs G, Davidian M. The analysis of multivariate longitudinal data: a review. Statistical Methods in Medical Research. 23: 42-59. PMID 22523185 DOI: 10.1177/0962280212445834 |
0.343 |
|
| 2014 |
Molenberghs G, Kenward MG, Aerts M, Verbeke G, Tsiatis AA, Davidian M, Rizopoulos D. On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: sequential trials, random sample sizes, and missing data. Statistical Methods in Medical Research. 23: 11-41. PMID 22514029 DOI: 10.1177/0962280212445801 |
0.393 |
|
| 2013 |
Zhang B, Tsiatis AA, Laber EB, Davidian M. Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Biometrika. 100. PMID 24302771 DOI: 10.1093/Biomet/Ast014 |
0.38 |
|
| 2013 |
Vock DM, Tsiatis AA, Davidian M, Laber EB, Tsuang WM, Finlen Copeland CA, Palmer SM. Assessing the causal effect of organ transplantation on the distribution of residual lifetime. Biometrics. 69: 820-9. PMID 24128090 DOI: 10.1111/Biom.12084 |
0.345 |
|
| 2013 |
Thomas L, Stefanski LA, Davidian M. Moment Adjusted Imputation for Multivariate Measurement Error Data with Applications to Logistic Regression. Computational Statistics & Data Analysis. 67: 15-24. PMID 24072947 DOI: 10.1016/J.Csda.2013.04.017 |
0.35 |
|
| 2012 |
Yuan S, Zhang HH, Davidian M. Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials. Statistics in Medicine. 31: 3789-804. PMID 22733628 DOI: 10.1002/Sim.5433 |
0.446 |
|
| 2012 |
Zhang B, Tsiatis AA, Laber EB, Davidian M. A robust method for estimating optimal treatment regimes. Biometrics. 68: 1010-8. PMID 22550953 DOI: 10.1111/J.1541-0420.2012.01763.X |
0.404 |
|
| 2012 |
Vock DM, Davidian M, Tsiatis AA, Muir AJ. Mixed model analysis of censored longitudinal data with flexible random-effects density. Biostatistics (Oxford, England). 13: 61-73. PMID 21914727 DOI: 10.1093/Biostatistics/Kxr026 |
0.477 |
|
| 2011 |
Tsiatis AA, Davidian M. Discussion of "Connections Between Survey Calibration Estimators and Semiparametric Models for Incomplete Data" by T. Lumley, P.A. Shaw & J.Y. Dai. International Statistical Review = Revue Internationale De Statistique. 79: 221-223. PMID 21927532 DOI: 10.1111/J.1751-5823.2011.00144.X |
0.371 |
|
| 2011 |
Funk MJ, Westreich D, Wiesen C, Stürmer T, Brookhart MA, Davidian M. Doubly robust estimation of causal effects. American Journal of Epidemiology. 173: 761-7. PMID 21385832 DOI: 10.1093/Aje/Kwq439 |
0.43 |
|
| 2011 |
Thomas L, Stefanski L, Davidian M. A moment-adjusted imputation method for measurement error models. Biometrics. 67: 1461-70. PMID 21385161 DOI: 10.1111/J.1541-0420.2011.01569.X |
0.414 |
|
| 2011 |
Zhang M, Tsiatis AA, Davidian M, Pieper KS, Mahaffey KW. Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial. Biostatistics (Oxford, England). 12: 258-69. PMID 20797983 DOI: 10.1093/Biostatistics/Kxq054 |
0.393 |
|
| 2011 |
Tsiatis AA, Davidian M, Cao W. Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout. Biometrics. 67: 536-45. PMID 20731640 DOI: 10.1111/J.1541-0420.2010.01476.X |
0.478 |
|
| 2010 |
Bang H, Davidian M. Experimental statistics for biological sciences. Methods in Molecular Biology (Clifton, N.J.). 620: 3-104. PMID 20652501 DOI: 10.1007/978-1-60761-580-4_1 |
0.365 |
|
| 2009 |
Cao W, Tsiatis AA, Davidian M. Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data. Biometrika. 96: 723-734. PMID 20161511 DOI: 10.1093/Biomet/Asp033 |
0.436 |
|
| 2009 |
Serroyen J, Molenberghs G, Verbeke G, Davidian M. Non-linear Models for Longitudinal Data. The American Statistician. 63: 378-388. PMID 20160890 DOI: 10.1198/Tast.2009.07256 |
0.377 |
|
| 2009 |
Tzeng JY, Zhang D, Chang SM, Thomas DC, Davidian M. Gene-trait similarity regression for multimarker-based association analysis. Biometrics. 65: 822-32. PMID 19210740 DOI: 10.1111/J.1541-0420.2008.01176.X |
0.382 |
|
| 2009 |
Huang X, Stefanski LA, Davidian M. Latent-model robustness in joint models for a primary endpoint and a longitudinal process. Biometrics. 65: 719-27. PMID 19173697 DOI: 10.1111/J.1541-0420.2008.01171.X |
0.416 |
|
| 2009 |
Banks HT, Davidian M, Samuels JR, Sutton KL. An inverse problem statistical methodology summary Mathematical and Statistical Estimation Approaches in Epidemiology. 249-302. DOI: 10.1007/978-90-481-2313-1_11 |
0.314 |
|
| 2008 |
Banks HT, Davidian M, Hu S, Kepler GM, Rosenberg ES. Modelling HIV immune response and validation with clinical data. Journal of Biological Dynamics. 2: 357-85. PMID 19495424 DOI: 10.1080/17513750701813184 |
0.326 |
|
| 2008 |
Doehler K, Davidian M. 'Smooth' inference for survival functions with arbitrarily censored data. Statistics in Medicine. 27: 5421-39. PMID 18613273 DOI: 10.1002/Sim.3368 |
0.739 |
|
| 2008 |
Zhang M, Tsiatis AA, Davidian M. Improving efficiency of inferences in randomized clinical trials using auxiliary covariates. Biometrics. 64: 707-15. PMID 18190618 DOI: 10.1111/J.1541-0420.2007.00976.X |
0.443 |
|
| 2008 |
Zhang M, Davidian M. "Smooth" semiparametric regression analysis for arbitrarily censored time-to-event data. Biometrics. 64: 567-76. PMID 17970813 DOI: 10.1111/J.1541-0420.2007.00928.X |
0.429 |
|
| 2008 |
Tsiatis AA, Davidian M, Zhang M, Lu X. Covariate adjustment for two-sample treatment comparisons in randomized clinical trials: a principled yet flexible approach. Statistics in Medicine. 27: 4658-77. PMID 17960577 DOI: 10.1002/Sim.3113 |
0.455 |
|
| 2007 |
Li E, Zhang D, Davidian M. Likelihood and Pseudo-likelihood Methods for Semiparametric Joint Models for a Primary Endpoint and Longitudinal Data. Computational Statistics & Data Analysis. 51: 5776-5790. PMID 18704154 DOI: 10.1016/J.Csda.2006.10.008 |
0.617 |
|
| 2007 |
Tsiatis AA, Davidian M. Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 22: 569-573. PMID 18516239 DOI: 10.1214/07-Sts227 |
0.378 |
|
| 2007 |
Rosenberg ES, Davidian M, Banks HT. Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection. Drug and Alcohol Dependence. 88: S41-51. PMID 17276624 DOI: 10.1016/J.Drugalcdep.2006.12.024 |
0.304 |
|
| 2007 |
Adams BM, Banks HT, Davidian M, Rosenberg ES. Estimation and prediction with HIV-treatment interruption data. Bulletin of Mathematical Biology. 69: 563-84. PMID 17211735 DOI: 10.1007/S11538-006-9140-6 |
0.427 |
|
| 2006 |
Lin J, Zhang D, Davidian M. Smoothing spline-based score tests for proportional hazards models. Biometrics. 62: 803-12. PMID 16984323 DOI: 10.1111/J.1541-0420.2005.00521.X |
0.529 |
|
| 2006 |
Huang X, Stefanski LA, Davidian M. Latent-model robustness in structural measurement error models Biometrika. 93: 53-64. DOI: 10.1093/Biomet/93.1.53 |
0.387 |
|
| 2005 |
Davidian M, Tsiatis AA, Leon S. Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study with Missing Data. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 20: 261-301. PMID 19081743 DOI: 10.1214/088342305000000151 |
0.427 |
|
| 2005 |
Adams BM, Banks HT, Davidian M, Kwon HD, Tran HT, Wynne SN, Rosenberg ES. HIV dynamics: Modeling, data analysis, and optimal treatment protocols Journal of Computational and Applied Mathematics. 184: 10-49. DOI: 10.1016/J.Cam.2005.02.004 |
0.356 |
|
| 2004 |
Lunceford JK, Davidian M. Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study. Statistics in Medicine. 23: 2937-60. PMID 15351954 DOI: 10.1002/Sim.1903 |
0.668 |
|
| 2004 |
Bodnar LM, Davidian M, Siega-Riz AM, Tsiatis AA. Marginal structural models for analyzing causal effects of time-dependent treatments: an application in perinatal epidemiology. American Journal of Epidemiology. 159: 926-34. PMID 15128604 DOI: 10.1093/Aje/Kwh131 |
0.36 |
|
| 2004 |
Li E, Zhang D, Davidian M. Conditional estimation for generalized linear models when covariates are subject-specific parameters in a mixed model for longitudinal measurements. Biometrics. 60: 1-7. PMID 15032767 DOI: 10.1111/J.0006-341X.2004.00170.X |
0.652 |
|
| 2004 |
Zhang D, Davidian M. Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data Journal of Multivariate Analysis. 91: 90-106. DOI: 10.1016/J.Jmva.2004.04.007 |
0.479 |
|
| 2003 |
Leon S, Tsiatis AA, Davidian M. Semiparametric estimation of treatment effect in a pretest-posttest study. Biometrics. 59: 1046-55. PMID 14969484 DOI: 10.1111/J.0006-341X.2003.00120.X |
0.471 |
|
| 2003 |
Davidian M. Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Stephen W. Raudenbush and Anthony S. Bryk Journal of the American Statistical Association. 98: 767-768. DOI: 10.1198/Jasa.2003.S288 |
0.334 |
|
| 2003 |
Davidian M, Giltinan DM. Nonlinear models for repeated measurement data: An overview and update Journal of Agricultural, Biological, and Environmental Statistics. 8: 387-419. DOI: 10.1198/1085711032697 |
0.37 |
|
| 2003 |
Yeap BY, Catalano PJ, Ryan LM, Davidian M. Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats Journal of Agricultural, Biological, and Environmental Statistics. 8: 438-454. DOI: 10.1198/1085711032552 |
0.381 |
|
| 2002 |
Chen J, Zhang D, Davidian M. A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution. Biostatistics (Oxford, England). 3: 347-60. PMID 12933602 DOI: 10.1093/Biostatistics/3.3.347 |
0.58 |
|
| 2002 |
Song X, Davidian M, Tsiatis AA. An estimator for the proportional hazards model with multiple longitudinal covariates measured with error. Biostatistics (Oxford, England). 3: 511-28. PMID 12933595 DOI: 10.1093/Biostatistics/3.4.511 |
0.43 |
|
| 2002 |
Song X, Davidian M, Tsiatis AA. A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data. Biometrics. 58: 742-53. PMID 12495128 DOI: 10.1111/J.0006-341X.2002.00742.X |
0.466 |
|
| 2002 |
Lunceford JK, Davidian M, Tsiatis AA. Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials. Biometrics. 58: 48-57. PMID 11890326 DOI: 10.1111/J.0006-341X.2002.00048.X |
0.654 |
|
| 2001 |
Zhang D, Davidian M. Linear mixed models with flexible distributions of random effects for longitudinal data Biometrics. 57: 795-802. PMID 11550930 DOI: 10.1111/J.0006-341X.2001.00795.X |
0.431 |
|
| 2001 |
Yeap BY, Davidian M. Robust two-stage estimation in hierarchical nonlinear models Biometrics. 57: 266-272. PMID 11252609 DOI: 10.1111/J.0006-341X.2001.00266.X |
0.438 |
|
| 2001 |
Tsiatis AA, Davidian M. A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error Biometrika. 88: 447-458. DOI: 10.1093/Biomet/88.2.447 |
0.471 |
|
| 2000 |
Ko H, Davidian M. Correcting for measurement error in individual-level covariates in nonlinear mixed effects models Biometrics. 56: 368-375. PMID 10877291 DOI: 10.1111/J.0006-341X.2000.00368.X |
0.41 |
|
| 2000 |
Oberg A, Davidian M. Estimating data transformations in nonlinear mixed effects models Biometrics. 56: 65-72. PMID 10783778 DOI: 10.1111/J.0006-341X.2000.00065.X |
0.415 |
|
| 2000 |
Hartford A, Davidian M. Consequences of misspecifying assumptions in nonlinear mixed effects models Computational Statistics & Data Analysis. 34: 139-164. DOI: 10.1016/S0167-9473(99)00076-6 |
0.733 |
|
| 1998 |
Hu P, Tsiatis AA, Davidian M. Estimating the parameters in the Cox model when covariate variables are measured with error Biometrics. 54: 1407-1419. PMID 9883541 DOI: 10.2307/2533667 |
0.443 |
|
| 1998 |
Higgins KM, Davidian M, Chew G, Burge H. The effect of serial dilution error on calibration inference in immunoassay Biometrics. 54: 19-32. PMID 9544505 DOI: 10.2307/2533992 |
0.355 |
|
| 1997 |
Zeng Q, Davidian M. Calibration inference based on multiple runs of an immunoassay Biometrics. 53: 1304-1317. PMID 9423252 DOI: 10.2307/2533499 |
0.384 |
|
| 1997 |
Zeng Q, Davidian M. Testing homogeneity of intra-run variance parameters in immunoassay Statistics in Medicine. 16: 1765-1776. PMID 9265699 DOI: 10.1002/(Sici)1097-0258(19970815)16:15<1765::Aid-Sim603>3.0.Co;2-P |
0.372 |
|
| 1997 |
Higgins KM, Davidian M, Giltinan DM. 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: 436-448. DOI: 10.1080/01621459.1997.10473995 |
0.385 |
|
| 1997 |
Zeng Q, Davidian M. Bootstrap-adjusted calibration confidence intervals for immunoassay Journal of the American Statistical Association. 92: 278-290. DOI: 10.1080/01621459.1997.10473625 |
0.401 |
|
| 1996 |
Belanger BA, Davidian M, Giltinan DM. The effect of variance function estimation on nonlinear calibration inference in immunoassay data Biometrics. 52: 158-175. PMID 8934590 DOI: 10.2307/2533153 |
0.433 |
|
| 1996 |
Wang N, Davidian M. A note on covariate measurement error in nonlinear mixed effects models Biometrika. 83: 801-812. DOI: 10.1093/Biomet/83.4.801 |
0.394 |
|
| 1994 |
Giltinan DM, Davidian M. Assays for recombinant proteins: A problem in non-linear calibration Statistics in Medicine. 13: 1165-1179. PMID 8091042 DOI: 10.1002/Sim.4780131107 |
0.379 |
|
| 1993 |
Davidian M, Giltinan DM. Some general estimation methods for nonlinear mixed-effects models Journal of Biopharmaceutical Statistics. 3: 23-55. PMID 8485535 DOI: 10.1080/10543409308835047 |
0.439 |
|
| 1993 |
Davidian M, Giltinan DM. Some simple methods for estimating intraindividual variability in nonlinear mixed effects models Biometrics. 49: 59-73. DOI: 10.2307/2532602 |
0.441 |
|
| 1993 |
Davidian M, Gallant AR. The nonlinear mixed effects model with a smooth random effects density Biometrika. 80: 475-488. DOI: 10.1093/Biomet/80.3.475 |
0.457 |
|
| 1993 |
Davidian M, Giltinan DM. Analysis of repeated measurement data using the nonlinear mixed effects model Chemometrics and Intelligent Laboratory Systems. 20: 1-24. DOI: 10.1016/0169-7439(93)80017-C |
0.393 |
|
| 1992 |
Davidian M, Gallant AR. Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine. Journal of Pharmacokinetics and Biopharmaceutics. 20: 529-56. PMID 1287201 DOI: 10.1007/Bf01061470 |
0.436 |
|
| 1990 |
Davidian M. Estimation of variance functions in assays with possibly unequal replication and nonnormal data Biometrika. 77: 43-54. DOI: 10.1093/Biomet/77.1.43 |
0.422 |
|
| 1990 |
Davidian M, Haaland PD. Regression and calibration with nonconstant error variance Chemometrics and Intelligent Laboratory Systems. 9: 231-248. DOI: 10.1016/0169-7439(90)80074-G |
0.439 |
|
| 1988 |
Davidian M, Carroll RJ. A Note on Extended Quasi-Likelihood Journal of the Royal Statistical Society: Series B (Methodological). 50: 74-82. DOI: 10.1111/J.2517-6161.1988.Tb01712.X |
0.412 |
|
| 1988 |
Davidian M, Carroll RJ, Smith W. Variance functions and the minimum detectable concentration in assays Biometrika. 75: 549-556. DOI: 10.1093/Biomet/75.3.549 |
0.404 |
|
| 1987 |
Davidian M, Carroll RJ. Variance function estimation Journal of the American Statistical Association. 82: 1079-1091. DOI: 10.1080/01621459.1987.10478543 |
0.434 |
|
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