Nan M. Laird

Follow

Generating author description...

All published works
Action Title Year Authors
+ Statistical analysis of longitudinal studies 2022 Nan M. Laird
+ From the Apollo Programme to the EM Algorithm and Beyond 2021 Nan M. Laird
Edward C. Hirschland
+ PDF Chat Mutations in SARS-CoV-2 spike protein and RNA polymerase complex are associated with COVID-19 mortality risk 2020 Christoph Lange
Georg Hahn
Chloe M. Wu
Sanghun Lee
Julian Hecker
Sharon M. Lutz
Sebastien Haneuse
Dandi Qiao
Michael H. Cho
Adrienne G. Randolph
+ PDF Chat Comment: Bayes, Oracle Bayes, and Empirical Bayes 2019 Nan M. Laird
+ PDF Chat Meta-analysis in clinical trials revisited 2015 Rebecca DerSimonian
Nan M. Laird
+ Binary Response Models and Logistic Regression 2015 Garrett M. Fitzmaurice
Nan M. Laird
+ Linear Mixed Models 2015 Garrett M. Fitzmaurice
Nan M. Laird
+ Self‐Consistency ‐ Basic 2014 Nan M. Laird
+ Missing Information Principle 2014 Nan M. Laird
+ Sundberg Formulas 2014 Nan M. Laird
+ Harvard University Department of Biostatistics 2012 Nan M. Laird
Marvin Zelen
+ Applied Longitudinal Analysis 2011 Garrett M. Fitzmaurice
Nan M. Laird
James H. Ware
+ PDF Chat References 2011 Garrett M. Fitzmaurice
Nan M. Laird
James H. Ware
+ PDF Chat Gentle Introduction to Vectors and Matrices 2011 Garrett M. Fitzmaurice
Nan M. Laird
James H. Ware
+ PDF Chat Alternative methods for testing treatment effects on the basis of multiple outcomes: Simulation and case study 2011 Frank Yoon
Garrett M. Fitzmaurice
Stuart R. Lipsitz
Nicholas J. Horton
Nan M. Laird
Sharon‐Lise T. Normand
+ Estimating the Effect of a Predictor Measured by Two Informants on a Continuous Outcome 2011 Kristin N. Javaras
H. Hill Goldsmith
Nan M. Laird
+ Estimation of Marginal Regression Models with Multiple Source Predictors 2011 Heather J. Litman
Nicholas J. Horton
Bernardo HernĂĄndez
Nan M. Laird
+ Advanced Topics 2010 Nan M. Laird
Christoph Lange
+ PDF Chat The EM Algorithm in Genetics, Genomics and Public Health 2010 Nan M. Laird
+ Multivariate logistic regression with incomplete covariate and auxiliary information 2010 Sanjoy K. Sinha
Nan M. Laird
Garrett M. Fitzmaurice
+ PDF Chat The Role of Family-Based Designs in Genome-Wide Association Studies 2009 Nan M. Laird
Christoph Lange
+ PDF Chat Estimating Disease Prevalence Using Relatives of Case and Control Probands 2009 Kristin N. Javaras
Nan M. Laird
James I. Hudson
B. D. Ripley
+ PDF Chat Gene‐environment interaction tests for dichotomous traits in trios and sibships 2009 Thomas J. Hoffmann
Christoph Lange
Stijn Vansteelandt
Nan M. Laird
+ A Structural Approach to the Familial Coaggregation of Disorders 2008 James I. Hudson
Kristin N. Javaras
Nan M. Laird
Tyler J. VanderWeele
Harrison G. Pope
Miguel A. HernĂĄn
+ PDF Chat Response to Macgregor 2008 Iuliana Ionita‐Laza
Matthew B. McQueen
Scott T. Weiss
Nan M. Laird
Christoph Lange
+ 25 Estimation of Marginal Regression Models with Multiple Source Predictors 2007 Heather J. Litman
Nicholas J. Horton
Bernardo HernĂĄndez
Nan M. Laird
+ Estimating the Prevalence of Disease Using Relatives of Case and Control Probands 2007 Kristin N. Javaras
Nan M. Laird
James I. Hudson
B. D. Ripley
+ PDF Chat Penalized solutions to functional regression problems 2006 Jaroslaw Harezlak
Brent A. Coull
Nan M. Laird
Shannon R. Magari
David C. Christiani
+ PDF Chat Marginal regression models with a time to event outcome and discrete multiple source predictors 2006 Heather J. Litman
Nicholas J. Horton
Jane M. Murphy
Nan M. Laird
+ Long𝒞ri𝒮𝒫: a test for bump hunting in longitudinal data 2006 Jaroslaw Harezlak
Elena N. Naumova
Nan M. Laird
+ PDF Chat Incorporating missingness for estimation of marginal regression models with multiple source predictors 2006 Heather J. Litman
Nicholas J. Horton
Bernardo HernĂĄndez
Nan M. Laird
+ Collection of Biostatistics Research Archive 2006 Cobra Preprint Series
Kristin N. JavarasJames
Irene Marie Hudson
Nan M. Laird
+ Self‐Consistency—I 2005 Nan M. Laird
+ Sundberg Formulas 2005 Nan M. Laird
+ Missing Information Principle 2005 Nan M. Laird
+ Testing for association in genetic studies 2005 Nan M. Laird
Peter Kraft
Christoph Lange
Kristel Van Steen
+ Exact family‐based association tests for biallelic data 2005 Kady Schneiter
Nan M. Laird
Chris Corcoran
+ <scp>EM</scp> Algorithm 2005 Nan M. Laird
+ Family‐based association tests for survival and times‐to‐onset analysis 2004 Christoph Lange
Deborah Blacker
Nan M. Laird
+ Chapter 6: Longitudinal data analysis for counts and binary outcomes: generalized estimating equations (GEE) 2004 Nan M. Laird
Nan M. Laird
+ Chapter 8: Random effects models for repeated binary data 2004 Nan M. Laird
Nan M. Laird
+ Chapter 7: Likelihood models for repeated binary data 2004 Nan M. Laird
Nan M. Laird
+ Chapter 4: Semi-parametric estimation in the linear model for correlated data 2004 Nan M. Laird
Nan M. Laird
+ Chapter 3: Estimation in the LMCD assuming normally distributed errors with unbalanced designs/missing data 2004 Nan M. Laird
Nan M. Laird
+ PDF Chat Using the Noninformative Families in Family-Based Association Tests: A Powerful New Testing Strategy 2003 Christoph Lange
Dawn L. DeMeo
Edwin K. Silverman
Scott T. Weiss
Nan M. Laird
+ Joint models for efficient estimation in proportional hazards regression models 2003 Peter Slasor
Nan M. Laird
+ PDF Chat Power Evaluations for Family-Based Tests of Association With Incomplete Parental Genotypes 2003 Qiong Yang
Xin Xu
Nan M. Laird
+ Regression methods for assessing familial aggregation of disease 2003 Nan M. Laird
Karen T. Cuenco
+ Categorical Auxiliary Data in the Discrete Time Proportional Hazards Model 2003 Peter Slasor
Nan M. Laird
+ None 2002 Nicholas J. Horton
Richard Saitz
Nan M. Laird
Jeffrey H. Samet
+ Non‐linear hierarchical models for monitoring compliance 2001 Donna K. Pauler
Nan M. Laird
+ Estimating the kappa-coefficient from a Selected Sample 2001 Stuart R. Lipsitz
Nan M. Laird
Troyen A. Brennan
Michael Parzen
+ Tutorial in Biostatistics: Evaluating the impact of ‘critical periods’ in longitudinal studies of growth using piecewise mixed effects models 2001 Elena N. Naumova
Aviva Must
Nan M. Laird
+ An alternative parameterization of the general linear mixture model for longitudinal data with non‐ignorable drop‐outs 2001 Garrett M. Fitzmaurice
Nan M. Laird
Lucy Shneyer
+ Maximum Likelihood Analysis of Logistic Regression Models with Incomplete Covariate Data and Auxiliary Information 2001 Nicholas J. Horton
Nan M. Laird
+ Multivariate Logistic Regression for Familial Aggregation of Two Disorders. I. Development of Models and Methods 2001 James I. Hudson
Nan M. Laird
Rebecca A. Betensky
+ A Mixture Model for Longitudinal Data with Application to Assessment of Noncompliance 2000 Donna K. Pauler
Nan M. Laird
+ 15 The analysis of case-control data: Epidemiologic studies of familial aggregation 2000 Nan M. Laird
Garrett M. Fitzmaurice
Ann G. Schwartz
+ Comment 1999 Nan M. Laird
Donna K. Pauler
+ Correcting for non-compliance in randomized trials: an application to the ATBC study 1999 Pasi Korhonen
Nan M. Laird
Juni Palmgren
+ Use of multiple informant data as a predictor in psychiatric epidemiology 1999 Nicholas J. Horton
Nan M. Laird
Gwendolyn E. P. Zahner
+ Maximum likelihood analysis of generalized linear models with missing covariates 1999 Nicholas J. Horton
Nan M. Laird
+ A Bayesian Framework for Intent-to-Treat Analysis with Missing Data 1998 Ken Kleinman
Joseph G. Ibrahim
Nan M. Laird
+ Increasing efficiency from censored survival data by using random effects to model longitudinal covariates 1998 Joseph W. Hogan
Nan M. Laird
+ Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data 1997 Avital Cnaan
Nan M. Laird
Peter Slasor
+ A Random-Effects Model for Multiple Characteristics with Possibly Missing Data 1997 Amrik Shah
Nan M. Laird
David Schoenfeld
+ A Random-Effects Model for Multiple Characteristics With Possibly Missing Data 1997 Amrik Shah
Nan M. Laird
David Schoenfeld
+ Regression Models for Mixed Discrete and Continuous Responses with Potentially Missing Values 1997 Garrett M. Fitzmaurice
Nan M. Laird
+ MIXTURE MODELS FOR THE JOINT DISTRIBUTION OF REPEATED MEASURES AND EVENT TIMES 1997 Joseph W. Hogan
Nan M. Laird
+ Intention-to-Treat Analyses for Incomplete Repeated Measures Data 1996 Joseph W. Hogan
Nan M. Laird
+ Multivariate Logistic Models for Incomplete Binary Responses 1996 Garrett M. Fitzmaurice
Nan M. Laird
Gwendolyn E. P. Zahner
+ Nonparametric Mixed-Effects Models for Repeated Binary Data Arising in Serial Dilution Assays: An Application to Estimating Viral Burden in AIDS 1996 Robert Zackin
Victor De Gruttola
Nan M. Laird
+ Multivariate Logistic Models for Incomplete Binary Responses 1996 Garrett M. Fitzmaurice
Nan M. Laird
Gwendolyn E. P. Zahner
+ Nonparametric Mixed-Effects Models for Repeated Binary Data Arising in Serial Dilution Assays: An Application to Estimating Viral Burden in AIDS 1996 Robert Zackin
Victor De Gruttola
Nan M. Laird
+ Longitudinal panel data: an overview of current methodology 1996 Nan M. Laird
+ Regression Models for a Bivariate Discrete and Continuous Outcome with Clustering 1995 Garrett M. Fitzmaurice
Nan M. Laird
+ Prediction and Creation of Smooth Curves for Temporally Correlated Longitudinal Data 1995 Christl A. Donnelly
Nan M. Laird
James H. Ware
+ Regression Models for a Bivariate Discrete and Continuous Outcome with Clustering 1995 Garrett M. Fitzmaurice
Nan M. Laird
+ A simulation study of estimators for rates of change in longitudinal studies with attrition 1995 F Wang-Clow
Mary S. Lange
Nan M. Laird
James H. Ware
+ Analysing Incomplete Longitudinal Binary Responses: A Likelihood-Based Approach 1994 Garrett M. Fitzmaurice
Nan M. Laird
Stuart R. Lipsitz
+ Performance of Generalized Estimating Equations in Practical Situations 1994 Stuart R. Lipsitz
Garrett M. Fitzmaurice
E. John Orav
Nan M. Laird
+ Simple Moment Estimates of the Îş-Coefficient and Its Variance 1994 Stuart R. Lipsitz
Nan M. Laird
Troyen A. Brennan
+ Multiple Imputation in Mixture Models for Nonignorable Nonresponse with Follow-ups 1993 Robert J. Glynn
Nan M. Laird
Donald B. Rubin
+ Multiple Imputation in Mixture Models for Nonignorable Nonresponse With Follow-ups 1993 Robert J. Glynn
Nan M. Laird
Donald B. Rubin
+ PDF Chat Regression Models for Discrete Longitudinal Responses 1993 Garrett M. Fitzmaurice
Nan M. Laird
Andrea Rotnitzky
+ PDF Chat [Regression Models for Discrete Longitudinal Responses]: Rejoinder 1993 Garrett M. Fitzmaurice
Nan M. Laird
Andrea Rotnitzky
+ A Likelihood-Based Method for Analysing Longitudinal Binary Responses 1993 Garrett M. Fitzmaurice
Nan M. Laird
+ 14 The EM algorithm 1993 Nan M. Laird
+ A likelihood-based method for analysing longitudinal binary responses 1993 Garrett M. Fitzmaurice
Nan M. Laird
+ Review papers : Longitudinal studies with continuous responses 1992 Nan M. Laird
Christl A. Donnelly
James H. Ware
+ An analysis of two‐period crossover designs with carry‐over effects 1992 Nan M. Laird
Jonathan Skinner
Michael G. Kenward
+ A Three-Stage Estimator for Studies with Repeated and Possibly Missing Binary Outcomes 1992 Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
+ Smoothing the non-parametric estimate of a prior distribution by roughening 1991 Nan M. Laird
Thomas A. Louis
+ Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association 1991 Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
+ Maximum likelihood regression methods for paired binary data 1990 Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
+ Estimating rates of change in randomized clinical trials 1990 Nan M. Laird
Fong Wang
+ Using the jackknife to estimate the variance of regression estimators from repeated measures studies 1990 Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
+ Finding the design matrix for the marginal homogeneity model 1990 Stuart R. Lipsitz
Nan M. Laird
David P. Harrington
+ Some Statistical Methods for Combining Experimental Results 1990 Nan M. Laird
Frederick Mosteller
+ PDF Chat A Conversation with F. N. David 1989 Nan M. Laird
+ Empirical Bayes Confidence Intervals for a Series of Related Experiments 1989 Nan M. Laird
Thomas A. Louis
+ The Effect of Covariance Structure on Variance Estimation in Balanced Growth-Curve Models with Random Parameters 1989 Nicholas Lange
Nan M. Laird
+ Empirical Bayes Ranking Methods 1989 Nan M. Laird
Thomas A. Louis
+ The Effect of Covariance Structure on Variance Estimation in Balanced Growth-Curve Models with Random Parameters 1989 Nicholas Lange
Nan M. Laird
+ A comparison of statistical methods for combining event rates from clinical trials 1989 Jesse A. Berlin
Nan M. Laird
Henry S. Sacks
Thomas C. Chalmers
+ Empirical Bayes Ranking Methods 1989 Nan M. Laird
Thomas A. Louis
+ Regression Analysis for Categorical Variables with Outcome Subject to Nonignorable Nonresponse 1988 Stuart G. Baker
Nan M. Laird
+ Regression Analysis for Categorical Variables With Outcome Subject to Nonignorable Nonresponse 1988 Stuart G. Baker
Nan M. Laird
+ Missing data in longitudinal studies 1988 Nan M. Laird
+ Empirical Bayes Confidence Intervals Based on Bootstrap Samples 1987 Nan M. Laird
Thomas A. Louis
+ Empirical Bayes Confidence Intervals Based on Bootstrap Samples 1987 Nan M. Laird
Thomas A. Louis
+ Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm 1987 Nan M. Laird
Nicholas Lange
Daniel O. Stram
+ Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm 1987 Nan M. Laird
Nicholas Lange
Daniel O. Stram
+ Meta-analysis in clinical trials 1986 Rebecca DerSimonian
Nan M. Laird
+ Selection Modeling Versus Mixture Modeling with Nonignorable Nonresponse 1986 Robert J. Glynn
Nan M. Laird
Donald B. Rubin
+ Nonlinear growth curve analysis: estimating the population parameters 1986 Catherine S. Berkey
Nan M. Laird
+ Random-Effects Models for Serial Observations with Binary Response 1984 Robert G. Stiratelli
Nan M. Laird
James H. Ware
+ Further Comparative Analyses of Pretest-Posttest Research Designs 1983 Nan M. Laird
+ Rejoinder 1983 Murray Aitkin
Nan M. Laird
Brian Francis
+ Random-Effects Models for Longitudinal Data 1982 Nan M. Laird
James H. Ware
+ Empirical bayes estimates using the nonparametric maximum likelihood estimate for the priort 1982 Nan M. Laird
+ Approximate Posterior Distributions for Incomplete Data Problems 1982 Nan M. Laird
Thomas A. Louis
+ Covariance Analysis of Censored Survival Data Using Log-Linear Analysis Techniques 1981 Nan M. Laird
Donald Olivier
+ Covariance Analysis of Censored Survival Data Using Log-Linear Analysis Techniques 1981 Nan M. Laird
Donald Olivier
+ SAMPLE-SIZE ESTIMATION: A SENSITIVITY ANALYSIS IN THE CONTEXT OF A CLINICAL TRIAL FOR TREATMENT OF MILD HYPERTENSION1 1979 Nan M. Laird
Milton C. Weinstein
William B. Stason
+ A Note on Classifying Ordinal-Scale Data 1979 Nan M. Laird
+ Nonparametric Maximum Likelihood Estimation of a Mixing Distribution 1978 Nan M. Laird
+ Nonparametric Maximum Likelihood Estimation of a Mixing Distribution 1978 Nan M. Laird
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm 1977 A. P. Dempster
N. M. Laird
Donald B. Rubin
28
+ Longitudinal data analysis using generalized linear models 1986 Kung‐Yee Liang
Scott L. Zeger
26
+ Random-Effects Models for Longitudinal Data 1982 Nan M. Laird
James H. Ware
21
+ Statistical Analysis With Missing Data 1989 Maureen Lahiff
Roderick J. A. Little
Donald B. Rubin
17
+ Inference and missing data 1976 Donald B. Rubin
12
+ Longitudinal Data Analysis for Discrete and Continuous Outcomes 1986 Scott L. Zeger
Kung‐Yee Liang
10
+ Finding the Observed Information Matrix When Using the <i>EM</i> Algorithm 1982 Thomas A. Louis
9
+ PDF Chat Analysis of Growth and Dose Response Curves 1969 James E. Grizzle
David M. Allen
8
+ Correlated binary regression using a quadratic exponential model 1990 Lue Ping Zhao
Ross L. Prentice
8
+ Nonparametric Maximum Likelihood Estimation of a Mixing Distribution 1978 Nan M. Laird
8
+ Incomplete Data in Generalized Linear Models 1990 Joseph G. Ibrahim
7
+ An Approach to the Analysis of Repeated Measurements 1988 Peter J. Diggle
7
+ The Jackknife, the Bootstrap and Other Resampling Plans 1982 Bradley Efron
7
+ A likelihood-based method for analysing longitudinal binary responses 1993 Garrett M. Fitzmaurice
Nan M. Laird
7
+ The Analysis of Multivariate Binary Data 1972 D. R. Cox
7
+ Analysing changes in the presence of informative right censoring caused by death and withdrawal 1988 Margaret Wu
Kent G. Bailey
7
+ The behavior of maximum likelihood estimates under nonstandard conditions 1967 Peter J. Huber
7
+ Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems 1977 David A. Harville
7
+ Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm 1987 Nan M. Laird
Nicholas Lange
Daniel O. Stram
7
+ Correlated Binary Regression with Covariates Specific to Each Binary Observation 1988 Ross L. Prentice
7
+ Regression Analysis for Categorical Variables with Outcome Subject to Nonignorable Nonresponse 1988 Stuart G. Baker
Nan M. Laird
6
+ Missing data in longitudinal studies 1988 Nan M. Laird
6
+ Model Robust Confidence Intervals Using Maximum Likelihood Estimators 1986 Richard M. Royall
6
+ Unbalanced Repeated-Measures Models with Structured Covariance Matrices 1986 Robert I. Jennrich
Mark Schluchter
6
+ Linear Models for the Analysis of Longitudinal Studies 1985 James H. Ware
6
+ The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves 1965 C. Radhakrishna Rao
6
+ Use of multiple informant data as a predictor in psychiatric epidemiology 1999 Nicholas J. Horton
Nan M. Laird
Gwendolyn E. P. Zahner
6
+ Estimation and comparison of Changes in the Presence of Informative Right Censoring: Conditional Linear Model 1989 Margaret Wu
Kent R. Bailey
5
+ PDF Chat Multiple Informants: Mortality Associated with Psychiatric Disorders in the Stirling County Study 2001 Nicholas J. Horton
5
+ Formalizing Subjective Notions about the Effect of Nonrespondents in Sample Surveys 1977 Donald B. Rubin
5
+ PDF Chat A MISSING INFORMATION PRINCIPLE: THEORY AND APPLICATIONS 1972 Terence Orchard
Max A. Woodbury
5
+ PDF Chat The Geometry of Mixture Likelihoods: A General Theory 1983 Bruce G. Lindsay
5
+ Estimation and Comparison of Changes in the Presence of Information Right Censoring by Modeling the Censoring Process. 1987 Margaret Wu
Raymond J. Carroll
5
+ Missing Values in Multivariate Analysis 1975 E. M. L. Beale
Roderick J. A. Little
5
+ Parametric Empirical Bayes Inference: Theory and Applications 1983 Carl N. Morris
5
+ PDF Chat A General Methodology for the Analysis of Experiments with Repeated Measurement of Categorical Data 1977 Gary G. Koch
J. Richard Landis
Jean L. Freeman
Daniel Freeman
Robert G. Lehnen
5
+ Maximum Likelihood Estimation of Misspecified Models 1982 Halbert White
5
+ Modeling the Drop-Out Mechanism in Repeated-Measures Studies 1995 Roderick J. A. Little
5
+ Random-Effects Models for Serial Observations with Binary Response 1984 Robert G. Stiratelli
Nan M. Laird
James H. Ware
5
+ Multivariate Mean Parameter Estimation by Using a Partly Exponential Model 1992 Lue Ping Zhao
Ross L. Prentice
Steven G. Self
5
+ Analysis of Longitudinal Data 2001 Peter J. Diggle
Patrick J. Heagerty
Kung‐Yee Liang
Scott L. Zeger
5
+ Models for Nonresponse in Sample Surveys 1982 Roderick J. A. Little
5
+ Multivariate Regression Analyses for Categorical Data 1992 Kung‐Yee Liang
Scott L. Zeger
Bahjat F. Qaqish
5
+ An Introduction to the Bootstrap 1994 Bradley Efron
Robert Tibshirani
5
+ Multivariate linear regression analysis of childhood psychopathology using multiple informant data 2001 Meredith A. Goldwasser
Garrett M. Fitzmaurice
5
+ Multivariate Logistic Regression for Familial Aggregation of Two Disorders. I. Development of Models and Methods 2001 James I. Hudson
Nan M. Laird
Rebecca A. Betensky
5
+ PDF Chat Discrete Multivariate Analysis: Theory and Practice. 1976 R. L. Plackett
Yvonne Bishop
Stephen E. Fienberg
Paul W. Holland
5
+ Estimation in Covariance Components Models 1981 A. P. Dempster
DB Rubin
Robert K. Tsutakawa
4
+ A generalized multivariate analysis of variance model useful especially for growth curve problems 1964 Richard F. Potthoff
Sasanka Roy
4
+ Parameter Orthogonality and Approximate Conditional Inference 1987 D. R. Cox
Nancy Reid
4