Marie Davidian - Concepedia

Author

Marie Davidian

North Carolina State University ORCID

Also Known As

Davidian, Marie, M Davidian, M. DAVIDIAN, M. Davidian, M.D. Davidian, MARIE DAVIDIAN, Marie Davidian

237

Publications

27.4K

Citations

H-Index

123

Concepts

All Affiliations

North Carolina State University Harvard University Duke University Massachusetts General Hospital Merck & Co., Inc., Rahway, NJ, USA (United States)

About

Marie Davidian is an author at North Carolina State University specializing in statistics, medicine, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Medicine	22	29	3.1K
2	Engineering	17	18	2.5K
3	Education	5	5	2.5K
4	Health Sciences	4	4	100
5	Business	1	1	80

Marie Davidian

Publications

26.1K

Citations

H-Index

Page 1

	Year	Citations
Hierarchical Linear Models: Applications and Data Analysis Methods Marie Davidian Journal of the American Statistical Association Hierarchical Linear ModelsBehavioral SciencesAmerican Statistical AssociationStatistical ModelingSimultaneous Equation Modeling	2003	13.9K
Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study Jared Lunceford, Marie Davidian Statistics in Medicine Treatment EffectTreatment Exposure ConditionalQuasi-experimentSocial StratificationCausal Inference	2004	1.7K
Nonlinear Models for Repeated Measurement Data David A. Young, Marie Davidian, David M. Giltinan Journal of the American Statistical Association EngineeringMeasurementEducationSurveys Recent AdvancesStatistical Analysis	1997	1.2K
Doubly Robust Estimation of Causal Effects Michele Jönsson Funk, Daniel Westreich, Chris Wiesen, American Journal of Epidemiology	2011	1.1K
Nonlinear Models for Repeated Measurement Data Neil H. Timm, Marie Davidian, David M. Giltinan Technometrics MeasurementMeasurement ModelsEducationNonlinear Signal ProcessingStatistics	1996	787
Variance Function Estimation Marie Davidian, Raymond J. Carroll Journal of the American Statistical Association	1987	631
A Robust Method for Estimating Optimal Treatment Regimes Baqun Zhang, Anastasios A. Tsiatis, Eric B. Laber, Biometrics	2012	436
Nonlinear models for repeated measurement data: An overview and update Marie Davidian, David M. Giltinan Journal of Agricultural Biological and Environmental Statistics Measurement TheoryMeasurementMeasurement ModelsEducationBiostatistics	2003	415
Covariate adjustment for two‐sample treatment comparisons in randomized clinical trials: A principled yet flexible approach Anastasios A. Tsiatis, Marie Davidian, Min Zhang, Statistics in Medicine	2007	350
Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data Weihua Cao, Anastasios A. Tsiatis, Marie Davidian Biometrika EngineeringTreatment EffectIncomplete DataRobust StatisticUncertainty Quantification	2009	312

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