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1

Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.)by Stephen W. Raudenbush; Anthony S. Bryk

Review by: Marie Davidian

Journal:

Journal of the American Statistical Association

Year:

2003

Language:

english

File:

PDF, 646 KB

english, 2003

2

Ten Simple Rules for Effective Statistical Practice

Kass, Robert E., Caffo, Brian S., Davidian, Marie, Meng, Xiao-Li, Yu, Bin, Reid, Nancy, Lewitter, Fran

Journal:

PLoS Computational Biology

Year:

2016

Language:

english

File:

PDF, 158 KB

english, 2016

3

Nonlinear models for repeated measurement data: An overview and update

Marie Davidian, David M. Giltinan

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2003

Language:

english

File:

PDF, 437 KB

english, 2003

4

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

Jared K. Lunceford, Marie Davidian

Journal:

Statistics in Medicine

Year:

2004

Language:

english

File:

PDF, 214 KB

english, 2004

5

A Robust Method for Estimating Optimal Treatment Regimes

Baqun Zhang, Anastasios A. Tsiatis, Eric B. Laber, Marie Davidian

Journal:

Year:

2012

Language:

english

File:

PDF, 965 KB

english, 2012

6

Hierarchical Linear Models: Applications and Data Analysis Methods

Davidian, Marie

Journal:

Journal of the American Statistical Association

Year:

2003

Language:

english

File:

PDF, 308 KB

english, 2003

7

Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data

Daowen Zhang, Marie Davidian

Journal:

Year:

2001

Language:

english

File:

PDF, 876 KB

english, 2001

8

Al-Qāyinī on the Duration of Dawn and Twilight

Marie Louise Davidian and E. S. Kennedy

Journal:

Journal of Near Eastern Studies

Year:

1961

Language:

english

File:

PDF, 957 KB

english, 1961

9

$\mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Schulte, Phillip J., Tsiatis, Anastasios A., Laber, Eric B., Davidian, Marie

Journal:

Statistical Science

Year:

2014

Language:

english

File:

PDF, 617 KB

english, 2014

10

The analysis of multivariate longitudinal data: A review

Verbeke, Geert, Fieuws, Steffen, Molenberghs, Geert, Davidian, Marie

Journal:

Statistical Methods in Medical Research

Year:

2017

Language:

english

File:

PDF, 80 KB

english, 2017

11

Analysis of repeated measurement data using the nonlinear mixed effects model

Marie Davidian, David M. Giltinan

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1993

Language:

english

File:

PDF, 2.11 MB

english, 1993

12

Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data

Daowen Zhang, Marie Davidian

Journal:

Journal of Multivariate Analysis

Year:

2004

Language:

english

File:

PDF, 343 KB

english, 2004

13

Moment adjusted imputation for multivariate measurement error data with applications to logistic regression

Thomas, Laine, Stefanski, Leonard A., Davidian, Marie

Journal:

Computational Statistics & Data Analysis

Year:

2013

Language:

english

File:

PDF, 453 KB

english, 2013

14

The Nonlinear Mixed Effects Model with a Smooth Random Effects Density

Marie Davidian and A. Ronald Gallant

Journal:

Year:

1993

Language:

english

File:

PDF, 2.24 MB

english, 1993

15

Population Pharmacokinetic/Pharmacodynamic Methodology and Applications: A Bibliography

Lianng Yuh, Stuart Beal, Marie Davidian, Ferrin Harrison, Allen Hester, Kenneth Kowalski, Edward Vonesh and Russell Wolfinger

Journal:

Year:

1994

Language:

english

File:

PDF, 1.04 MB

english, 1994

16

Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data

Daowen Zhang and Marie Davidian

Journal:

Year:

2001

Language:

english

File:

PDF, 1.48 MB

english, 2001

17

A Semiparametric Likelihood Approach to Joint Modeling of Longitudinal and Time-to-Event Data

Xiao Song, Marie Davidian and Anastasios A. Tsiatis

Journal:

Year:

2002

Language:

english

File:

PDF, 2.13 MB

english, 2002

18

Smoothing Spline-Based Score Tests for Proportional Hazards Models

Jiang Lin, Daowen Zhang and Marie Davidian

Journal:

Year:

2006

Language:

english

File:

PDF, 1.89 MB

english, 2006

19

Semiparametric Estimation of Treatment Effect in a Pretest–Posttest Study with Missing Data

Davidian, Marie, Tsiatis, Anastasios A., Leon, Selene

Journal:

Statistical Science

Year:

2005

Language:

english

File:

PDF, 594 KB

english, 2005

20

Testing homogeneity of intra-run variance parameters in immunoassay

Qi Zeng, Marie Davidian

Journal:

Statistics in Medicine

Year:

1997

Language:

english

File:

PDF, 235 KB

english, 1997

21

Regression and calibration with nonconstant error variance

Marie Davidian, Perry D. Haaland

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1990

Language:

english

File:

PDF, 1.52 MB

english, 1990

22

Likelihood and pseudo-likelihood methods for semiparametric joint models for a primary endpoint and longitudinal data

Erning Li, Daowen Zhang, Marie Davidian

Journal:

Computational Statistics & Data Analysis

Year:

2007

Language:

english

File:

PDF, 458 KB

english, 2007

23

Consequences of misspecifying assumptions in nonlinear mixed effects models

Alan Hartford, Marie Davidian

Journal:

Computational Statistics & Data Analysis

Year:

2000

Language:

english

File:

PDF, 467 KB

english, 2000

24

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

Anastasios A. Tsiatis, Marie Davidian, Min Zhang, Xiaomin Lu

Journal:

Statistics in Medicine

Year:

2008

Language:

english

File:

PDF, 193 KB

english, 2008

25

‘Smooth’ inference for survival functions with arbitrarily censored data

Kirsten Doehler, Marie Davidian

Journal:

Statistics in Medicine

Year:

2008

Language:

english

File:

PDF, 291 KB

english, 2008

26

Assays for recombinant proteins: A problem in non-linear calibration

David M. Giltinan, Marie Davidian

Journal:

Statistics in Medicine

Year:

1994

Language:

english

File:

PDF, 884 KB

english, 1994

27

Surgeons’ Economic Profiles: Can We Get the “Right” Answers?

Eric L. Eisenstein, Charles F. Bethea, Lawrence H. Muhlbaier, Marie Davidian, Eric D. Peterson, Judith A. Stafford, Daniel B. Mark

Journal:

Journal of Medical Systems

Year:

2005

Language:

english

File:

PDF, 232 KB

english, 2005

28

Estimating Data Transformations in Nonlinear Mixed Effects Models

Ann Oberg, Marie Davidian

Journal:

Year:

2000

Language:

english

File:

PDF, 772 KB

english, 2000

29

Correcting for Measurement Error in Individual-Level Covariates in Nonlinear Mixed Effects Models

Hyejin KO, Marie Davidian

Journal:

Year:

2000

Language:

english

File:

PDF, 823 KB

english, 2000

30

Robust Two-Stage Estimation in Hierarchical Nonlinear Models

Beow Yong Yeap, Marie Davidian

Journal:

Year:

2001

Language:

english

File:

PDF, 766 KB

english, 2001

31

Estimation of Survival Distributions of Treatment Policies in Two-Stage Randomization Designs in Clinical Trials

Jared K. Lunceford, Marie Davidian, Anastasios A. Tsiatis

Journal:

Year:

2002

Language:

english

File:

PDF, 807 KB

english, 2002

32

A Semiparametric Likelihood Approach to Joint Modeling of Longitudinal and Time-to-Event Data

Xiao Song, Marie Davidian, Anastasios A. Tsiatis

Journal:

Year:

2002

Language:

english

File:

PDF, 1.25 MB

english, 2002

33

Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study

Selene Leon, Anastasios A. Tsiatis, Marie Davidian

Journal:

Year:

2003

Language:

english

File:

PDF, 580 KB

english, 2003

34

Conditional Estimation for Generalized Linear Models When Covariates Are Subject-Specific Parameters in a Mixed Model for Longitudinal Measurements

Erning Li, Daowen Zhang, Marie Davidian

Journal:

Year:

2004

Language:

english

File:

PDF, 203 KB

english, 2004

35

Discussion on "Statistical Issues Arising in the Women's Health Initiative"

Anastasios A. Tsiatis, Marie Davidian

Journal:

Year:

2005

Language:

english

File:

PDF, 441 KB

english, 2005

36

Unequal functional redundancy between the two Arabidopsis thaliana high-affinity sulphate transporters SULTR1;1 and SULTR1;2

Marie Barberon, Pierre Berthomieu, Michael Clairotte, Nakako Shibagaki, Jean-Claude Davidian, Françoise Gosti

Journal:

New Phytologist

Year:

2008

Language:

english

File:

PDF, 470 KB

english, 2008

37

Smoothing Spline-Based Score Tests for Proportional Hazards Models

Jiang Lin, Daowen Zhang, Marie Davidian

Journal:

Year:

2006

Language:

english

File:

PDF, 426 KB

english, 2006

38

“Smooth” Semiparametric Regression Analysis for Arbitrarily Censored Time-to-Event Data

Min Zhang, Marie Davidian

Journal:

Year:

2008

Language:

english

File:

PDF, 1.33 MB

english, 2008

39

Improving Efficiency of Inferences in Randomized Clinical Trials Using Auxiliary Covariates

Min Zhang, Anastasios A. Tsiatis, Marie Davidian

Journal:

Year:

2008

Language:

english

File:

PDF, 170 KB

english, 2008

40

Report of the Editors – 2007

Laurence Freedman, Geert Molenberghs, Naisyin Wang, David Zucker, Marie Davidian

Journal:

Year:

2008

Language:

english

File:

PDF, 138 KB

english, 2008

41

Latent-Model Robustness in Joint Models for a Primary Endpoint and a Longitudinal Process

Xianzheng Huang, Leonard A. Stefanski, Marie Davidian

Journal:

Year:

2009

Language:

english

File:

PDF, 184 KB

english, 2009

42

Gene-Trait Similarity Regression for Multimarker-Based Association Analysis

Jung-Ying Tzeng, Daowen Zhang, Sheng-Mao Chang, Duncan C. Thomas, Marie Davidian

Journal:

Year:

2009

Language:

english

File:

PDF, 215 KB

english, 2009

43

Report of the Editors—2008

Geert Molenberghs, Naisyin Wang, David Zucker, Marie Davidian

Journal:

Year:

2009

Language:

english

File:

PDF, 74 KB

english, 2009

44

Report of the Editors—2009

Thomas A. Louis, Geert Molenberghs, Geert Verbeke, David Zucker, Marie Davidian

Journal:

Year:

2010

Language:

english

File:

PDF, 82 KB

english, 2010

45

Improved Doubly Robust Estimation When Data Are Monotonely Coarsened, with Application to Longitudinal Studies with Dropout

Anastasios A. Tsiatis, Marie Davidian, Weihua Cao

Journal:

Year:

2011

Language:

english

File:

PDF, 198 KB

english, 2011

46

A Moment-Adjusted Imputation Method for Measurement Error Models

Laine Thomas, Leonard Stefanski, Marie Davidian

Journal:

Year:

2011

Language:

english

File:

PDF, 277 KB

english, 2011

47

Report of the Editors—2010

Thomas A. Louis, Russell Millar, Geert Verbeke, David Zucker, Marie Davidian

Journal:

Year:

2011

Language:

english

File:

PDF, 71 KB

english, 2011

48

Discussions

Anastasios A. Tsiatis, Marie Davidian

Journal:

International Statistical Review

Year:

2011

Language:

english

File:

PDF, 128 KB

english, 2011

49

Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials

Shuai Yuan, Hao Helen Zhang, Marie Davidian

Journal:

Statistics in Medicine

Year:

2012

Language:

english

File:

PDF, 210 KB

english, 2012

50

Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine

Marie Davidian, A. Ronald Gallant

Journal:

Journal of Pharmacokinetics and Pharmacodynamics

Year:

1992

Language:

english

File:

PDF, 1.56 MB

english, 1992