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Statistical analysis of longitudinal studies
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2022
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Nan M. Laird
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From the Apollo Programme to the EM Algorithm and Beyond
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2021
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Nan M. Laird
Edward C. Hirschland
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PDF
Chat
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Mutations in SARS-CoV-2 spike protein and RNA polymerase complex are associated with COVID-19 mortality risk
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2020
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Christoph Lange
Georg Hahn
Chloe M. Wu
Sanghun Lee
Julian Hecker
Sharon M. Lutz
Sebastien Haneuse
Dandi Qiao
Michael H. Cho
Adrienne G. Randolph
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PDF
Chat
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Comment: Bayes, Oracle Bayes, and Empirical Bayes
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2019
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Nan M. Laird
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PDF
Chat
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Meta-analysis in clinical trials revisited
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2015
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Rebecca DerSimonian
Nan M. Laird
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Binary Response Models and Logistic Regression
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2015
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Garrett M. Fitzmaurice
Nan M. Laird
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Linear Mixed Models
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2015
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Garrett M. Fitzmaurice
Nan M. Laird
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SelfâConsistency â Basic
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2014
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Nan M. Laird
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Missing Information Principle
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2014
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Nan M. Laird
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Sundberg Formulas
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2014
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Nan M. Laird
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Harvard University Department of Biostatistics
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2012
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Nan M. Laird
Marvin Zelen
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Applied Longitudinal Analysis
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2011
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Garrett M. Fitzmaurice
Nan M. Laird
James H. Ware
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PDF
Chat
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References
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2011
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Garrett M. Fitzmaurice
Nan M. Laird
James H. Ware
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PDF
Chat
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Gentle Introduction to Vectors and Matrices
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2011
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Garrett M. Fitzmaurice
Nan M. Laird
James H. Ware
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PDF
Chat
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Alternative methods for testing treatment effects on the basis of multiple outcomes: Simulation and case study
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2011
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Frank Yoon
Garrett M. Fitzmaurice
Stuart R. Lipsitz
Nicholas J. Horton
Nan M. Laird
SharonâLise T. Normand
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Estimating the Effect of a Predictor Measured by Two Informants on a Continuous Outcome
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2011
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Kristin N. Javaras
H. Hill Goldsmith
Nan M. Laird
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Estimation of Marginal Regression Models with Multiple Source Predictors
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2011
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Heather J. Litman
Nicholas J. Horton
Bernardo HernĂĄndez
Nan M. Laird
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Advanced Topics
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2010
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Nan M. Laird
Christoph Lange
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PDF
Chat
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The EM Algorithm in Genetics, Genomics and Public Health
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2010
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Nan M. Laird
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Multivariate logistic regression with incomplete covariate and auxiliary information
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2010
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Sanjoy K. Sinha
Nan M. Laird
Garrett M. Fitzmaurice
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PDF
Chat
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The Role of Family-Based Designs in Genome-Wide Association Studies
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2009
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Nan M. Laird
Christoph Lange
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PDF
Chat
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Estimating Disease Prevalence Using Relatives of Case and Control Probands
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2009
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Kristin N. Javaras
Nan M. Laird
James I. Hudson
B. D. Ripley
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PDF
Chat
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Geneâenvironment interaction tests for dichotomous traits in trios and sibships
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2009
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Thomas J. Hoffmann
Christoph Lange
Stijn Vansteelandt
Nan M. Laird
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A Structural Approach to the Familial Coaggregation of Disorders
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2008
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James I. Hudson
Kristin N. Javaras
Nan M. Laird
Tyler J. VanderWeele
Harrison G. Pope
Miguel A. HernĂĄn
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PDF
Chat
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Response to Macgregor
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2008
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Iuliana IonitaâLaza
Matthew B. McQueen
Scott T. Weiss
Nan M. Laird
Christoph Lange
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25 Estimation of Marginal Regression Models with Multiple Source Predictors
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2007
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Heather J. Litman
Nicholas J. Horton
Bernardo HernĂĄndez
Nan M. Laird
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Estimating the Prevalence of Disease Using Relatives of Case and Control Probands
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2007
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Kristin N. Javaras
Nan M. Laird
James I. Hudson
B. D. Ripley
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PDF
Chat
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Penalized solutions to functional regression problems
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2006
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Jaroslaw Harezlak
Brent A. Coull
Nan M. Laird
Shannon R. Magari
David C. Christiani
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PDF
Chat
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Marginal regression models with a time to event outcome and discrete multiple source predictors
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2006
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Heather J. Litman
Nicholas J. Horton
Jane M. Murphy
Nan M. Laird
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LongđriđŽđŤ: a test for bump hunting in longitudinal data
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2006
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Jaroslaw Harezlak
Elena N. Naumova
Nan M. Laird
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PDF
Chat
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Incorporating missingness for estimation of marginal regression models with multiple source predictors
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2006
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Heather J. Litman
Nicholas J. Horton
Bernardo HernĂĄndez
Nan M. Laird
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Collection of Biostatistics Research Archive
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2006
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Cobra Preprint Series
Kristin N. JavarasJames
Irene Marie Hudson
Nan M. Laird
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SelfâConsistencyâI
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2005
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Nan M. Laird
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Sundberg Formulas
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2005
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Nan M. Laird
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Missing Information Principle
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2005
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Nan M. Laird
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Testing for association in genetic studies
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2005
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Nan M. Laird
Peter Kraft
Christoph Lange
Kristel Van Steen
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Exact familyâbased association tests for biallelic data
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2005
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Kady Schneiter
Nan M. Laird
Chris Corcoran
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<scp>EM</scp> Algorithm
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2005
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Nan M. Laird
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Familyâbased association tests for survival and timesâtoâonset analysis
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2004
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Christoph Lange
Deborah Blacker
Nan M. Laird
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Chapter 6: Longitudinal data analysis for counts and binary outcomes: generalized estimating equations (GEE)
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2004
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Nan M. Laird
Nan M. Laird
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Chapter 8: Random effects models for repeated binary data
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2004
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Nan M. Laird
Nan M. Laird
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Chapter 7: Likelihood models for repeated binary data
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2004
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Nan M. Laird
Nan M. Laird
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Chapter 4: Semi-parametric estimation in the linear model for correlated data
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2004
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Nan M. Laird
Nan M. Laird
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Chapter 3: Estimation in the LMCD assuming normally distributed errors with unbalanced designs/missing data
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2004
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Nan M. Laird
Nan M. Laird
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PDF
Chat
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Using the Noninformative Families in Family-Based Association Tests: A Powerful New Testing Strategy
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2003
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Christoph Lange
Dawn L. DeMeo
Edwin K. Silverman
Scott T. Weiss
Nan M. Laird
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Joint models for efficient estimation in proportional hazards regression models
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2003
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Peter Slasor
Nan M. Laird
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PDF
Chat
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Power Evaluations for Family-Based Tests of Association With Incomplete Parental Genotypes
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2003
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Qiong Yang
Xin Xu
Nan M. Laird
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Regression methods for assessing familial aggregation of disease
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2003
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Nan M. Laird
Karen T. Cuenco
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Categorical Auxiliary Data in the Discrete Time Proportional Hazards Model
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2003
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Peter Slasor
Nan M. Laird
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None
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2002
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Nicholas J. Horton
Richard Saitz
Nan M. Laird
Jeffrey H. Samet
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Nonâlinear hierarchical models for monitoring compliance
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2001
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Donna K. Pauler
Nan M. Laird
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Estimating the kappa-coefficient from a Selected Sample
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2001
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Stuart R. Lipsitz
Nan M. Laird
Troyen A. Brennan
Michael Parzen
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Tutorial in Biostatistics: Evaluating the impact of âcritical periodsâ in longitudinal studies of growth using piecewise mixed effects models
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2001
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Elena N. Naumova
Aviva Must
Nan M. Laird
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An alternative parameterization of the general linear mixture model for longitudinal data with nonâignorable dropâouts
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2001
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Garrett M. Fitzmaurice
Nan M. Laird
Lucy Shneyer
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Maximum Likelihood Analysis of Logistic Regression Models with Incomplete Covariate Data and Auxiliary Information
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2001
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Nicholas J. Horton
Nan M. Laird
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Multivariate Logistic Regression for Familial Aggregation of Two Disorders. I. Development of Models and Methods
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2001
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James I. Hudson
Nan M. Laird
Rebecca A. Betensky
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A Mixture Model for Longitudinal Data with Application to Assessment of Noncompliance
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2000
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Donna K. Pauler
Nan M. Laird
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15 The analysis of case-control data: Epidemiologic studies of familial aggregation
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2000
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Nan M. Laird
Garrett M. Fitzmaurice
Ann G. Schwartz
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Comment
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1999
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Nan M. Laird
Donna K. Pauler
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Correcting for non-compliance in randomized trials: an application to the ATBC study
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1999
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Pasi Korhonen
Nan M. Laird
Juni Palmgren
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Use of multiple informant data as a predictor in psychiatric epidemiology
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1999
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Nicholas J. Horton
Nan M. Laird
Gwendolyn E. P. Zahner
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Maximum likelihood analysis of generalized linear models with missing covariates
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1999
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Nicholas J. Horton
Nan M. Laird
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A Bayesian Framework for Intent-to-Treat Analysis with Missing Data
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1998
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Ken Kleinman
Joseph G. Ibrahim
Nan M. Laird
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Increasing efficiency from censored survival data by using random effects to model longitudinal covariates
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1998
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Joseph W. Hogan
Nan M. Laird
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Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data
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1997
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Avital Cnaan
Nan M. Laird
Peter Slasor
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A Random-Effects Model for Multiple Characteristics with Possibly Missing Data
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1997
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Amrik Shah
Nan M. Laird
David Schoenfeld
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A Random-Effects Model for Multiple Characteristics With Possibly Missing Data
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1997
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Amrik Shah
Nan M. Laird
David Schoenfeld
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Regression Models for Mixed Discrete and Continuous Responses with Potentially Missing Values
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1997
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Garrett M. Fitzmaurice
Nan M. Laird
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MIXTURE MODELS FOR THE JOINT DISTRIBUTION OF REPEATED MEASURES AND EVENT TIMES
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1997
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Joseph W. Hogan
Nan M. Laird
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Intention-to-Treat Analyses for Incomplete Repeated Measures Data
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1996
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Joseph W. Hogan
Nan M. Laird
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Multivariate Logistic Models for Incomplete Binary Responses
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1996
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Garrett M. Fitzmaurice
Nan M. Laird
Gwendolyn E. P. Zahner
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Nonparametric Mixed-Effects Models for Repeated Binary Data Arising in Serial Dilution Assays: An Application to Estimating Viral Burden in AIDS
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1996
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Robert Zackin
Victor De Gruttola
Nan M. Laird
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Multivariate Logistic Models for Incomplete Binary Responses
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1996
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Garrett M. Fitzmaurice
Nan M. Laird
Gwendolyn E. P. Zahner
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Nonparametric Mixed-Effects Models for Repeated Binary Data Arising in Serial Dilution Assays: An Application to Estimating Viral Burden in AIDS
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1996
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Robert Zackin
Victor De Gruttola
Nan M. Laird
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Longitudinal panel data: an overview of current methodology
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1996
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Nan M. Laird
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Regression Models for a Bivariate Discrete and Continuous Outcome with Clustering
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1995
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Garrett M. Fitzmaurice
Nan M. Laird
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Prediction and Creation of Smooth Curves for Temporally Correlated Longitudinal Data
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1995
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Christl A. Donnelly
Nan M. Laird
James H. Ware
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+
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Regression Models for a Bivariate Discrete and Continuous Outcome with Clustering
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1995
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Garrett M. Fitzmaurice
Nan M. Laird
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A simulation study of estimators for rates of change in longitudinal studies with attrition
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1995
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F Wang-Clow
Mary S. Lange
Nan M. Laird
James H. Ware
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Analysing Incomplete Longitudinal Binary Responses: A Likelihood-Based Approach
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1994
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Garrett M. Fitzmaurice
Nan M. Laird
Stuart R. Lipsitz
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Performance of Generalized Estimating Equations in Practical Situations
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1994
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Stuart R. Lipsitz
Garrett M. Fitzmaurice
E. John Orav
Nan M. Laird
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Simple Moment Estimates of the Îş-Coefficient and Its Variance
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1994
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Stuart R. Lipsitz
Nan M. Laird
Troyen A. Brennan
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+
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Multiple Imputation in Mixture Models for Nonignorable Nonresponse with Follow-ups
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1993
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Robert J. Glynn
Nan M. Laird
Donald B. Rubin
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+
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Multiple Imputation in Mixture Models for Nonignorable Nonresponse With Follow-ups
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1993
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Robert J. Glynn
Nan M. Laird
Donald B. Rubin
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PDF
Chat
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Regression Models for Discrete Longitudinal Responses
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1993
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Garrett M. Fitzmaurice
Nan M. Laird
Andrea Rotnitzky
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PDF
Chat
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[Regression Models for Discrete Longitudinal Responses]: Rejoinder
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1993
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Garrett M. Fitzmaurice
Nan M. Laird
Andrea Rotnitzky
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A Likelihood-Based Method for Analysing Longitudinal Binary Responses
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1993
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Garrett M. Fitzmaurice
Nan M. Laird
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+
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14 The EM algorithm
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1993
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Nan M. Laird
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A likelihood-based method for analysing longitudinal binary responses
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1993
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Garrett M. Fitzmaurice
Nan M. Laird
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Review papers : Longitudinal studies with continuous responses
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1992
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Nan M. Laird
Christl A. Donnelly
James H. Ware
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+
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An analysis of twoâperiod crossover designs with carryâover effects
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1992
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Nan M. Laird
Jonathan Skinner
Michael G. Kenward
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+
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A Three-Stage Estimator for Studies with Repeated and Possibly Missing Binary Outcomes
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1992
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Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
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+
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Smoothing the non-parametric estimate of a prior distribution by roughening
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1991
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Nan M. Laird
Thomas A. Louis
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+
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Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association
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1991
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Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
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+
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Maximum likelihood regression methods for paired binary data
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1990
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Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
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+
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Estimating rates of change in randomized clinical trials
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1990
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Nan M. Laird
Fong Wang
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+
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Using the jackknife to estimate the variance of regression estimators from repeated measures studies
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1990
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Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
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+
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Finding the design matrix for the marginal homogeneity model
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1990
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Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
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+
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Some Statistical Methods for Combining Experimental Results
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1990
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Nan M. Laird
Frederick Mosteller
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+
PDF
Chat
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A Conversation with F. N. David
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1989
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Nan M. Laird
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+
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Empirical Bayes Confidence Intervals for a Series of Related Experiments
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1989
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Nan M. Laird
Thomas A. Louis
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+
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The Effect of Covariance Structure on Variance Estimation in Balanced Growth-Curve Models with Random Parameters
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1989
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Nicholas Lange
Nan M. Laird
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+
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Empirical Bayes Ranking Methods
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1989
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Nan M. Laird
Thomas A. Louis
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+
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The Effect of Covariance Structure on Variance Estimation in Balanced Growth-Curve Models with Random Parameters
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1989
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Nicholas Lange
Nan M. Laird
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+
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A comparison of statistical methods for combining event rates from clinical trials
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1989
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Jesse A. Berlin
Nan M. Laird
Henry S. Sacks
Thomas C. Chalmers
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+
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Empirical Bayes Ranking Methods
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1989
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Nan M. Laird
Thomas A. Louis
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+
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Regression Analysis for Categorical Variables with Outcome Subject to Nonignorable Nonresponse
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1988
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Stuart G. Baker
Nan M. Laird
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+
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Regression Analysis for Categorical Variables With Outcome Subject to Nonignorable Nonresponse
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1988
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Stuart G. Baker
Nan M. Laird
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+
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Missing data in longitudinal studies
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1988
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Nan M. Laird
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+
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Empirical Bayes Confidence Intervals Based on Bootstrap Samples
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1987
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Nan M. Laird
Thomas A. Louis
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+
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Empirical Bayes Confidence Intervals Based on Bootstrap Samples
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1987
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Nan M. Laird
Thomas A. Louis
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+
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Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm
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1987
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Nan M. Laird
Nicholas Lange
Daniel O. Stram
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+
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Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm
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1987
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Nan M. Laird
Nicholas Lange
Daniel O. Stram
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+
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Meta-analysis in clinical trials
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1986
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Rebecca DerSimonian
Nan M. Laird
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+
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Selection Modeling Versus Mixture Modeling with Nonignorable Nonresponse
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1986
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Robert J. Glynn
Nan M. Laird
Donald B. Rubin
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+
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Nonlinear growth curve analysis: estimating the population parameters
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1986
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Catherine S. Berkey
Nan M. Laird
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+
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Random-Effects Models for Serial Observations with Binary Response
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1984
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Robert G. Stiratelli
Nan M. Laird
James H. Ware
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+
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Further Comparative Analyses of Pretest-Posttest Research Designs
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1983
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Nan M. Laird
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+
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Rejoinder
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1983
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Murray Aitkin
Nan M. Laird
Brian Francis
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+
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Random-Effects Models for Longitudinal Data
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1982
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Nan M. Laird
James H. Ware
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+
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Empirical bayes estimates using the nonparametric maximum likelihood estimate for the priort
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1982
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Nan M. Laird
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+
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Approximate Posterior Distributions for Incomplete Data Problems
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1982
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Nan M. Laird
Thomas A. Louis
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+
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Covariance Analysis of Censored Survival Data Using Log-Linear Analysis Techniques
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1981
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Nan M. Laird
Donald Olivier
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+
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Covariance Analysis of Censored Survival Data Using Log-Linear Analysis Techniques
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1981
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Nan M. Laird
Donald Olivier
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+
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SAMPLE-SIZE ESTIMATION: A SENSITIVITY ANALYSIS IN THE CONTEXT OF A CLINICAL TRIAL FOR TREATMENT OF MILD HYPERTENSION1
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1979
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Nan M. Laird
Milton C. Weinstein
William B. Stason
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A Note on Classifying Ordinal-Scale Data
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1979
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Nan M. Laird
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+
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Nonparametric Maximum Likelihood Estimation of a Mixing Distribution
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1978
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Nan M. Laird
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+
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Nonparametric Maximum Likelihood Estimation of a Mixing Distribution
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1978
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Nan M. Laird
|