+
PDF
Chat
|
Flagging unusual clusters based on linear mixed models using weighted and self-calibrated predictors
|
2024
|
Charles E. McCulloch
John Neuhaus
Ross Boylan
|
+
|
Authors' Reply: A Specific Target BP in Chronic Kidney Disease Remains Unclear
|
2023
|
Elaine Ku
Charles E. McCulloch
Mark J. Sarnak
|
+
|
Scalable Estimation for High Velocity Survival Data Able to Accommodate Addition of Covariates
|
2022
|
Ying Sheng
Yifei Sun
Charles E. McCulloch
ChiungâYu Huang
|
+
|
Study Designs to Assess Real-World Interventions to Prevent COVID-19
|
2021
|
Jean Digitale
Kristefer Stojanovski
Charles E. McCulloch
Margaret A. Handley
|
+
|
Recurrent Events Analysis With Data Collected at Informative Clinical Visits in Electronic Health Records
|
2020
|
Yifei Sun
Charles E. McCulloch
Kieren A. Marr
ChiungâYu Huang
|
+
|
Robust estimation for longitudinal data under outcomeâdependent visit processes
|
2020
|
John Neuhaus
Charles E. McCulloch
|
+
|
Recurrent Events Analysis With Data Collected at Informative Clinical Visits in Electronic Health Records
|
2020
|
Yifei Sun
Charles E. McCulloch
Kieren A. Marr
ChiungâYu Huang
|
+
|
Statistical Methods for Reducing Bias in Comparative Effectiveness Research When Using Patient Data from Doctor Visits.
|
2019
|
Charles E. McCulloch
John Neuhaus
|
+
|
Analysis of longitudinal data from outcomeâdependent visit processes: Failure of proposed methods in realistic settings and potential improvements
|
2018
|
John Neuhaus
Charles E. McCulloch
Ross Boylan
|
+
PDF
Chat
|
Biased and Unbiased Estimation in Longitudinal Studies with Informative Visit Processes
|
2016
|
Charles E. McCulloch
John Neuhaus
Rebecca L. Olin
|
+
|
Generalized Linear Mixed Models
|
2015
|
Charles E. McCulloch
John Neuhaus
|
+
PDF
Chat
|
Covariate Decomposition Methods for Longitudinal Missing-at-Random Data and Predictors Associated with Subject-Specific Effects
|
2014
|
John Neuhaus
Charles E. McCulloch
|
+
PDF
Chat
|
Editorial: Observational Studies, TimeâDependent Confounding, and Marginal Structural Models
|
2014
|
Charles E. McCulloch
|
+
|
Generalized Linear Mixed Models
|
2014
|
Charles E. McCulloch
John Neuhaus
|
+
PDF
Chat
|
Likelihoodâbased analysis of longitudinal data from outcomeârelated sampling designs
|
2013
|
John Neuhaus
Alastair J. Scott
C. Wild
Yannan Jiang
Charles E. McCulloch
Ross Boylan
|
+
|
A<i>K</i>ânearest neighbors survival probability prediction method
|
2013
|
David Lowsky
Yong Ding
Donald Lee
Charles E. McCulloch
L. F. Ross
J. Richard Thistlethwaite
Stefanos Zenios
|
+
|
Estimation of covariate effects in generalized linear mixed models with a misspecified distribution of random intercepts and slopes
|
2012
|
John Neuhaus
Charles E. McCulloch
Ross Boylan
|
+
|
Generalized Linear Mixed Models
|
2012
|
Charles E. McCulloch
John Neuhaus
|
+
|
Being âunderpoweredâ does not make a study unethical
|
2012
|
Peter Bacchetti
Charles E. McCulloch
Mark R. Segal
|
+
|
Basic Statistical Methods
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen C. Shiboski
Charles E. McCulloch
|
+
|
Generalized Linear Models
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen Shiboski
Charles E. McCulloch
|
+
|
Strengthening Causal Inference
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen Shiboski
Charles E. McCulloch
|
+
|
Statistical Interpretation of Data
|
2012
|
Thomas B. Newman
Charles E. McCulloch
|
+
|
Summary
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen C. Shiboski
Charles E. McCulloch
|
+
|
Complex Surveys
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen Shiboski
Charles E. McCulloch
|
+
|
Missing Data
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen Shiboski
Charles E. McCulloch
|
+
|
Linear Regression
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen Shiboski
Charles E. McCulloch
|
+
|
Logistic Regression
|
2012
|
Eric Vittinghoff
David V. Glidden
Stephen C. Shiboski
Charles E. McCulloch
|
+
PDF
Chat
|
Misspecifying the Shape of a Random Effects Distribution: Why Getting It Wrong May Not Matter
|
2011
|
Charles E. McCulloch
John Neuhaus
|
+
PDF
Chat
|
The effect of misspecification of random effects distributions in clustered data settings with outcomeâdependent sampling
|
2011
|
John Neuhaus
Charles E. McCulloch
|
+
|
Generalized linear models
|
2011
|
John Neuhaus
Charles E. McCulloch
|
+
PDF
Chat
|
A Note on Type II Error Under Random Effects Misspecification in Generalized Linear Mixed Models
|
2011
|
John Neuhaus
Charles E. McCulloch
Ross Boylan
|
+
PDF
Chat
|
Estimation of covariate effects in generalized linear mixed models with informative cluster sizes
|
2011
|
John Neuhaus
Charles E. McCulloch
|
+
|
Linear and Non-Linear Regression Methods in Epidemiology and Biostatistics
|
2011
|
Eric Vittinghoff
Charles E. McCulloch
David V. Glidden
Stephen Shiboski
|
+
PDF
Chat
|
A Note on Type II Error Under Random Effects Misspecification in Generalized Linear Mixed Models
|
2010
|
John Neuhaus
Charles E. McCulloch
Ross Boylan
|
+
PDF
Chat
|
Prediction of Random Effects in Linear and Generalized Linear Models under Model Misspecification
|
2010
|
Charles E. McCulloch
John Neuhaus
|
+
|
Estimating longâterm effects of treatment from placeboâcontrolled trials with an extension period, using virtual twins
|
2010
|
Eric Vittinghoff
Charles E. McCulloch
Claudine Woo
Steven R. Cummings
|
+
|
Sample size calculations for evaluating mediation
|
2008
|
Eric Vittinghoff
Ĺaunak Sen
Charles E. McCulloch
|
+
PDF
Chat
|
Simple, Defensible Sample Sizes Based on Cost Efficiency
|
2008
|
Peter Bacchetti
Charles E. McCulloch
Mark R. Segal
|
+
|
Rejoinder
|
2008
|
Peter Bacchetti
Charles E. McCulloch
Mark R. Segal
|
+
|
Rejoinder for Discussions of "Simple, Defensible Sample Sizes Based on Cost Efficiency"
|
2008
|
Peter Bacchetti
Charles E. McCulloch
Mark R. Segal
|
+
|
Simple, Defensible Sample Sizes Based on Cost Efficiency
|
2008
|
Peter Bacchetti
Charles E. McCulloch
Mark R. Segal
|
+
|
Prediction of random effects and effects of misspecification of their distribution
|
2007
|
Charles E. McCulloch
|
+
PDF
Chat
|
Joint modelling of mixed outcome types using latent variables
|
2007
|
Charles E. McCulloch
|
+
|
5 Linear and Non-Linear Regression Methods in Epidemiology and Biostatistics
|
2007
|
Eric Vittinghoff
Charles E. McCulloch
David V. Glidden
Stephen Shiboski
|
+
|
Prediction of random effects and effects of misspecification of their distribution
|
2007
|
Charles E. McCulloch
|
+
|
Relaxing the Rule of Ten Events per Variable in Logistic and Cox Regression
|
2006
|
Eric Vittinghoff
Charles E. McCulloch
|
+
PDF
Chat
|
Separating Between- and Within-Cluster Covariate Effects by Using Conditional and Partitioning Methods
|
2006
|
John Neuhaus
Charles E. McCulloch
|
+
|
Repeated Measures ANOVA, R.I.P.?
|
2005
|
Charles E. McCulloch
|
+
|
Generalized Linear Mixed Models
|
2005
|
Charles E. McCulloch
John Neuhaus
|
+
|
Regression Methods in Biostatistics
|
2005
|
Eric Vittinghoff
Stephen C. Shiboski
David V. Glidden
Charles E. McCulloch
|
+
|
Evaluation of CommunityâIntervention Trials via Generalized Linear Mixed Models
|
2004
|
Yutaka Yasui
Ziding Feng
Paula Diehr
Dale McLerran
Shirley A.A. Beresford
Charles E. McCulloch
|
+
|
Small Sample Inference for Clustered Data
|
2004
|
Ziding Feng
Thomas M. Braun
Charles E. McCulloch
|
+
|
Invariance, Identifiability, and Morphometrics
|
2002
|
Subhash R. Lele
Charles E. McCulloch
|
+
|
Maximum likelihood estimation in the joint analysis of timeâtoâevent and multiple longitudinal variables
|
2002
|
Haiqun Lin
Charles E. McCulloch
Susan T. Mayne
|
+
PDF
Chat
|
The Distribution of the Probability of Survival and Its Impact on Hypothesis Testing in Randomized Clinical Trials
|
2002
|
Alexander X. Halim
Charles E. McCulloch
|
+
|
Latent Class Models for Joint Analysis of Longitudinal Biomarker and Event Process Data
|
2002
|
Haiqun Lin
Bruce W. Turnbull
Charles E. McCulloch
Elizabeth H. Slate
|
+
|
Discovering subpopulation structure with latent class mixed models
|
2002
|
Charles E. McCulloch
Haiqun Lin
Elizabeth H. Slate
B. W. Turnbull
|
+
|
Theory and Methods of Statistics
|
2001
|
George Casella
James O. Berger
Lawrence Brown
Olivier CappeÂŹÂĽ
Christian P. Robert
Bradley P. Carlin
Thomas M. Louis
Ronald Christensen
Bradley Efron
Jianqing Fan
|
+
|
Generalized, Linear, and Mixed Models
|
2001
|
Charles E. McCulloch
S. R. Searle
|
+
|
Linear Models (LMs)
|
2000
|
Charles E. McCulloch
S. R. Searle
|
+
PDF
Chat
|
Wiley Series in Probability and Statistics
|
2000
|
Charles E. McCulloch
S. R. Searle
|
+
|
Index
|
2000
|
Charles E. McCulloch
S. R. Searle
|
+
PDF
Chat
|
References
|
2000
|
Charles E. McCulloch
S. R. Searle
|
+
|
Generalized Linear Models
|
2000
|
Charles E. McCulloch
|
+
|
Simultaneously ModelâUnbiased, DesignâUnbiased Estimation
|
2000
|
Ken Gerow
Charles E. McCulloch
|
+
|
A Monte Carlo EM method for estimating multinomial probit models
|
2000
|
Ranjini Natarajan
Charles E. McCulloch
Nicholas M. Kiefer
|
+
|
Using Principal Component Analysis and Correspondence Analysis for Estimation in Latent Variable Models
|
2000
|
Henry Lynn
Charles E. McCulloch
|
+
|
Using Principal Component Analysis and Correspondence Analysis for Estimation in Latent Variable Models
|
2000
|
Henry Lynn
Charles E. McCulloch
|
+
|
A latent class mixed model for analysing biomarker trajectories with irregularly scheduled observations
|
2000
|
Haiqun Lin
Charles E. McCulloch
Bruce W. Turnbull
Elizabeth H. Slate
Larry Clark
|
+
|
Wishing Away Random Effects: What Do We Lose?
|
2000
|
Ranjani Natarajan
Charles E. McCulloch
|
+
|
Simultaneously ModelâUnbiased, DesignâUnbiased Estimation
|
2000
|
Ken Gerow
Charles E. McCulloch
|
+
PDF
Chat
|
A Teaching Tool for Nonlinear Regression: <i>Visual Fit</i>
|
1999
|
Ying Taur
Charles E. McCulloch
|
+
PDF
Chat
|
Modeling Heterogeneity in Nest Survival Data
|
1999
|
Ranjini Natarajan
Charles E. McCulloch
|
+
|
Robust Estimation in Linear Mixed Models - Revisited
|
1999
|
Steven W. Enck
Charles E. McCulloch
|
+
PDF
Chat
|
Gibbs Sampling with Diffuse Proper Priors: A Valid Approach to Data-Driven Inference?
|
1998
|
Ranjini Natarajan
Charles E. McCulloch
|
+
PDF
Chat
|
Gibbs Sampling with Diffuse Proper Priors: A Valid Approach to Data-Driven Inference?
|
1998
|
Ranjini Natarajan
Charles E. McCulloch
|
+
|
Model-Based Approaches to Small Area Estimation with Binary Data
|
1998
|
Charles E. McCulloch
|
+
|
Invariance and Morphometrics
|
1998
|
Subhash R. Lele
Charles E. McCulloch
|
+
PDF
Chat
|
Maximum Likelihood Algorithms for Generalized Linear Mixed Models
|
1997
|
Charles E. McCulloch
|
+
PDF
Chat
|
Maximum Likelihood Algorithms for Generalized Linear Mixed Models
|
1997
|
Charles E. McCulloch
|
+
|
Using Bootstrap Likelihood Ratios in Finite Mixture Models
|
1996
|
Ziding Feng
Charles E. McCulloch
|
+
|
COMPARING PRINCIPAL COMPONENT ANALYSIS WITH MAXIMUM LIKELIHOOD IN ORDINATION
|
1996
|
Henry Lynn
Charles E. McCulloch
|
+
|
Maximum Likelihood Estimation for Serially Correlated Longitudinal Data
|
1996
|
Charles E. McCulloch
|
+
PDF
Chat
|
AN INTRODUCTION TO GENERALIZED LINEAR MIXED MODELS
|
1996
|
Charles E. McCulloch
|
+
PDF
Chat
|
Estimation of the time of attainment of a threshold with control of the probability of overestimation
|
1996
|
Isaac Bekele
Charles E. McCulloch
|
+
PDF
Chat
|
A Note on the Existence of the Posterior Distribution for a Class of Mixed Models for Binomial Responses
|
1995
|
Ranjini Natarajan
Charles E. McCulloch
|
+
|
A Critique of Maximum Likelihood Ordination Using Principal Components Analysis
|
1995
|
Henry Lynn
Charles E. McCulloch
|
+
|
Maximum likelihood for the multinomial probit model
|
1995
|
Ranjini Natarajan
Charles E. McCulloch
Nicholas M. Kiefer
|
+
PDF
Chat
|
On an Identity Derived from Unbiasedness in Linear Models
|
1995
|
Charles E. McCulloch
S. R. Searle
|
+
PDF
Chat
|
A note on the existence of the posterior distribution for a class of mixed models for binomial responses
|
1995
|
Ranjini Natarajan
Charles E. McCulloch
|
+
|
On the Likelihood Ratio Test Statistic for the Number of Components in a Normal Mixture with Unequal Variances
|
1994
|
Ziding Feng
Charles E. McCulloch
|
+
|
Using Bootstrap Likelihood Ratio in Finite Mixture Models
|
1994
|
Ziding Feng
Charles E. McCulloch
|
+
|
Model-Unbiased, Unbiased-in-General Estimation of the Average of a Regression Function
|
1994
|
Ken Gerow
Charles E. McCulloch
|
+
|
Finding the Observed Information when Using Monte Carlo E M for Mixed Models with Partially Observed/Grouped Data
|
1994
|
Ranjini Natarajan
Charles E. McCulloch
|
+
|
Improper Priors for Models with Grouped or Partially Observed Data
|
1994
|
Ranjini Natarajan
Charles E. McCulloch
|
+
|
The Strength of Inferences About Causes of Trends in Bird Populations
|
1994
|
Frances C. James
Charles E. McCulloch
|
+
PDF
Chat
|
Maximum Likelihood Variance Components Estimation for Binary Data
|
1994
|
Charles E. McCulloch
|
+
PDF
Chat
|
Properties of maximum likelihood estimators of variance components in the one-way classification, balanced data
|
1994
|
Hongjian Yu
S. R. Searle
Charles E. McCulloch
|
+
|
When does it pay to break the matches for analysis of a matched-pairs design?
|
1992
|
Henry Lynn
Charles E. McCulloch
|
+
|
Mixed Model Equations and Best Prediction for Binary and Discrete Data
|
1992
|
Charles E. McCulloch
|
+
|
Appendix F: Estimation Formulae for Unbalanced Data
|
1992
|
S. R. Searle
George Casella
Charles E. McCulloch
|
+
|
Analysis of Variance Estimation for Unbalanced Data
|
1992
|
S. R. Searle
George Casella
Charles E. McCulloch
|
+
|
References
|
1992
|
Doctoral Thesis
Shayler Searle
George Casella
Charles E. McCulloch
|
+
PDF
Chat
|
Subject Index
|
1992
|
S. R. Searle
George Casella
Charles E. McCulloch
|
+
PDF
Chat
|
Statistical inference using maximum likelihood estimation and the generalized likelihood ratio when the true parameter is on the boundary of the parameter space
|
1992
|
Ziding Feng
Charles E. McCulloch
|
+
|
Estimation for two-way analysis of variance with correlated errors
|
1992
|
Alasfor M. Ngwengwe
Charles E. McCulloch
|
+
PDF
Chat
|
The power of some nonparametric test statistics for the location and mean slippage problems
|
1991
|
Ru-Rong Hsiao
Charles E. McCulloch
RueyâBeei Wu
|
+
|
Bootstrap Confidence Regions Using the Likelihood Ratio Statistic in Mixture Models
|
1991
|
Ziding Feng
Charles E. McCulloch
|
+
PDF
Chat
|
Estimation for two-way analysis of variance with correlated errors
|
1991
|
Alasford M Ngwengwe
Charles E. McCulloch
|
+
PDF
Chat
|
Multinomial Runs Tests to Detect Clustering in Constrained Free Recall
|
1990
|
Gail Rubin
Charles E. McCulloch
Michael A. Shapiro
|
+
|
Transform or Link
|
1990
|
H. V. Henderson
Charles E. McCulloch
|
+
|
Applied Nonparametric Statistical Methods by Peter Sprent
|
1989
|
Charles E. McCulloch
|
+
|
Confidence Intervals for P from Normal Samples
|
1988
|
D. M. Lansky
George Casella
Charles E. McCulloch
|
+
|
Diagnostic Morphometry: Identification of Helminth Eggs by Discriminant Analysis of Morphometric Data
|
1988
|
Jay R. Georgi
Charles E. McCulloch
|
+
|
Statistical Design: Theory and Practice.
|
1988
|
Dallas E. Johnson
Charles E. McCulloch
Steven J. Schwager
George Casella
S. R. Searle
|
+
|
Statistical Design: Theory and Practice.
|
1987
|
G. H. Freeman
Charles E. McCulloch
Steven J. Schwager
George Casella
S. R. Searle
|
+
|
Large Sample Power of Some Nonparametric Test Statistics for the Location and Mean Slippage Problems
|
1987
|
Ru-Rong Hsiao
Charles E. McCulloch
RueyâBeei Wu
|
+
PDF
Chat
|
ILLUSTRATIVE EXAMPLES OF PRINCIPAL COMPONENTS ANALYSIS
|
1987
|
Walter T. FĂŠdĂŠrer
Charles E. McCulloch
N. J. Miles-McDermott
|
+
PDF
Chat
|
Tests for equality of variances with paired data
|
1987
|
Charles E. McCulloch
|
+
PDF
Chat
|
Variance Tests for Species Association
|
1985
|
Charles E. McCulloch
|
+
|
An Expanded Approach to Educating Statistical Consultants
|
1985
|
Charles E. McCulloch
Daniel R. Boroto
Duane A. Meeter
Ronald Polland
Douglas A. Zahn
|
+
|
An Expanded Approach to Educating Statistical Consultants
|
1985
|
Charles E. McCulloch
Daniel R. Boroto
Duane A. Meeter
Ronald Polland
Douglas A. Zahn
|
+
PDF
Chat
|
Relationships among some chi-square goodness of fit statistics
|
1985
|
Charles E. McCulloch
|
+
PDF
Chat
|
An empirical bayes approach to estimating the probability of correct selection
|
1985
|
Charles E. McCulloch
AimĂŠe R. Dechter
|
+
PDF
Chat
|
On the Small-Sample Properties of the Olkin-Sobel-Tong Estimator of the Probability of Correct Selection
|
1983
|
Frederick W. Faltin
Charles E. McCulloch
|
+
|
Explicit Formulas for Confidence Interval Estimation in Discrete Distributions
|
1983
|
Charles E. McCulloch
George Casella
|
+
PDF
Chat
|
On the Small-Sample Properties of the Olkin-Sobel-Tong Estimator of the Probability of Correct Selection
|
1983
|
Frederick W. Faltin
Charles E. McCulloch
|
+
|
Problem Solving in Statistics
|
1983
|
Charles E. McCulloch
|
+
|
Regression: A Second Course in Statistics
|
1982
|
Duane A. Meeter
Charles E. McCulloch
|
+
|
Regression: A Second Course in Statistics
|
1982
|
Duane A. Meeter
Charles E. McCulloch
Thomas H. Wonnacott
Ronald J. Wonnacott
|
+
|
Asymptotic Distribution Theory for Correspondence Analysis
|
1982
|
Charles E. McCulloch
|
+
|
Conditions under which F. {N } = for tong's adaptive solution to ranking and selection problems
|
1982
|
Charles E. McCulloch
|