Edit Profile (opens in new tab) McCulloch, Charles E. Compute Distance To: Compute Author ID: mcculloch.charles-e Published as: McCulloch, Charles E.; McCulloch, C. E.; Mcculloch, Charles E.; McCulloch, Charles; MacCulloch, Charles E. External Links: MGP · Wikidata · GND · IdRef Documents Indexed: 48 Publications since 1982, including 7 Books Co-Authors: 42 Co-Authors with 39 Joint Publications 426 Co-Co-Authors all top 5 Co-Authors 9 single-authored 10 Neuhaus, John M. 5 Feng, Ziding 5 Searle, Shayle Robert 3 Natarajan, Ranjini 2 Boylan, Ross D. 2 Casella, George 2 Federer, Walter Theodore 2 Glidden, David V. 2 Lin, Haiqun 2 Shiboski, Stephen C. 2 Vittinghoff, Eric 1 Ashdown, S. P. 1 Bacchetti, Peter 1 Bekele, Isaac 1 Beresford, Shirley A. A. 1 Boudreau, Michael D. 1 Braun, Thomas M. 1 Dechter, Aimee 1 Diehr, Paula H. 1 Faltin, Frederick W. 1 Gerow, Ken 1 Huang, Chiung-Yu 1 Jiang, Yannan 1 Kiefer, Nicholas M. 1 Lele, Subhash R. 1 Lynn, Henry S. 1 Marr, Kieren A. 1 McLerran, Dale 1 Ngwengwe, Alasford M. 1 Olin, Rebecca L. 1 Paal, Beatrix 1 Rosenheck, Robert A. 1 Scott, Alastair John 1 Segal, Mark Robert 1 Slate, Elizabeth H. 1 Sun, Yifei 1 Swallow, William H. 1 Turnbull, Bruce W. 1 Via, Sara 1 Wang, Steve C. 1 Wild, Christopher J. 1 Yasui, Yutaka all top 5 Serials 11 Biometrics 9 Journal of the American Statistical Association 3 Communications in Statistics. Simulation and Computation 3 Communications in Statistics. Theory and Methods 2 Biometrika 2 Statistics for Biology and Health 2 Wiley Series in Probability and Statistics 1 The Canadian Journal of Statistics 1 Journal of Combinatorics, Information & System Sciences 1 Journal of the Operational Research Society 1 Statistics & Probability Letters 1 SIAM Journal on Algebraic and Discrete Methods 1 Statistical Science 1 Journal of the Royal Statistical Society. Series B 1 Computational Statistics and Data Analysis 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Statistical Methods in Medical Research 1 NSF-CBMS Regional Conference Series in Probability and Statistics 1 Wiley Series in Probability and Mathematical Statistics Fields 47 Statistics (62-XX) 11 Numerical analysis (65-XX) 6 Biology and other natural sciences (92-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 39 Publications have been cited 851 times in 723 Documents Cited by ▼ Year ▼ Maximum likelihood algorithms for generalized linear mixed models. Zbl 0889.62061McCulloch, Charles E. 163 1997 Generalized, linear, and mixed models. Zbl 0964.62061McCulloch, Charles E.; Searle, Shayle R. 141 2001 Generalized, linear, and mixed models. 2nd ed. Zbl 1165.62050McCulloch, Charles E.; Searle, Shayle R.; Neuhaus, John M. 66 2008 Variance components. Zbl 1108.62064Searle, Shayle R.; Casella, George; McCulloch, Charles E. 64 2006 Variance components. Zbl 0850.62007Searle, Shayle R.; Casella, George; MacCulloch, Charles E. 62 1992 Maximum likelihood variance components estimation for binary data. Zbl 0800.62139McCulloch, Charles E. 59 1994 Latent class models for joint analysis of longitudinal biomarker and event process data: Application to longitudinal prostate-specific antigen readings and prostate cancer. Zbl 1073.62582Lin, Haiqun; Turnbull, Bruce W.; McCulloch, Charles E.; Slate, Elizabeth H. 31 2002 Misspecifying the shape of a random effects distribution: why getting it wrong may not matter. Zbl 1246.62169McCulloch, Charles E.; Neuhaus, John M. 29 2011 Using bootstrap likelihood ratios in finite mixture models. Zbl 0906.62021Feng, Z. D.; McCulloch, C. E. 28 1996 A note on the existence of the posterior distribution for a class of mixed models for binomial responses. Zbl 0830.62031Natarajan, Ranjini; McCulloch, Charles E. 22 1995 Separating between- and within-cluster covariate effects by using conditional and partitioning methods. Zbl 1110.62093Neuhaus, John M.; McCulloch, Charles E. 20 2006 Joint modelling of mixed outcome types using latent variables. Zbl 1154.62339McCulloch, Charles 19 2008 Statistical inference using maximum likelihood estimation and the generalized likelihood ratio when the true parameter is on the boundary of the parameter space. Zbl 0741.62034Feng, Ziding; McCulloch, Charles E. 18 1992 Latent pattern mixture models for informative intermittent missing data in longitudinal studies. Zbl 1132.62362Lin, Haiqun; McCulloch, Charles E.; Rosenheck, Robert A. 15 2004 Prediction of random effects in linear and generalized linear models under model misspecification. Zbl 1216.62177McCulloch, Charles E.; Neuhaus, John M. 15 2011 Symmetric matrix derivatives with applications. Zbl 0503.62052McCulloch, Charles E. 10 1982 Estimation of covariate effects in generalized linear mixed models with informative cluster sizes. Zbl 1214.62022Neuhaus, John M.; McCulloch, Charles E. 9 2011 Relationships among some chi-square goodness of fit statistics. Zbl 0611.62046McCulloch, Charles E. 8 1985 On the likelihood ratio test statistic for the number of components in a normal mixture with unequal variances. Zbl 0825.62375Feng, Z. D.; McCulloch, C. E. 8 1994 A Monte Carlo EM method for estimating multinomial probit models. Zbl 1052.62508Natarajan, R.; McCulloch, C. E.; Kiefer, N. M. 8 2000 Generalized linear mixed models. Zbl 1041.62060McCulloch, Charles E. 8 2003 A note on type II error under random effects misspecification in generalized linear mixed models. Zbl 1217.62099Neuhaus, John M.; McCulloch, Charles E.; Boylan, Ross 7 2011 Tests for equality of variances with paired data. Zbl 0615.62039McCulloch, Charles E. 6 1987 Generalized linear models. Zbl 1072.62613McCulloch, Charles E. 6 2000 On the small-sample properties of the Olkin-Sobel-Tong estimator of the probability of correct selection. Zbl 0536.62013Faltin, Frederick W.; McCulloch, Charles E. 4 1983 Regression methods in biostatistics. Linear, logistic, survival, and repeated measures models. 2nd edition. Zbl 1320.92009Vittinghoff, Eric; Glidden, David V.; Shiboski, Stephen C.; McCulloch, Charles E. 4 2012 Evaluation of community-intervention trials via generalized linear mixed models. Zbl 1205.62102Yasui, Yutaka; Feng, Ziding; Diehr, Paula; McLerran, Dale; Beresford, Shirley A. A.; McCulloch, Charles E. 3 2004 Using principal component analysis and correspondence analysis for estimation in latent variable models. Zbl 0996.62060Lynn, Henry S.; McCulloch, Charles E. 3 2000 Regression methods in biostatistics. Linear, logistic, survival, and repeated measures models. Zbl 1069.62105Vittinghoff, Eric; Shiboski, Stephen C.; Glidden, David V.; McCulloch, Charles E. 3 2005 An empirical Bayes approach to estimating the probability of correct selection. Zbl 0595.62015McCulloch, Charles E.; Dechter, Aimee 3 1985 The effect of misspecification of random effects distributions in clustered data settings with outcome-dependent sampling. Zbl 1230.62139Neuhaus, John M.; Mcculloch, Charles E. 1 2011 Small sample inference for clustered data. Zbl 1390.62110Feng, Ziding; Braun, Thomas; McCulloch, Charles 1 2004 Nontestable hypotheses in linear models. Zbl 0555.62046Searle, Shayle R.; Swallow, William H.; McCulloch, Charles E. 1 1984 Modeling heterogeneity in nest survival data. Zbl 1059.62600Natarajan, Ranjini; McCulloch, Charles E. 1 1999 Simultaneously model-unbiased, design-unbiased estimation. Zbl 1060.62613Gerow, Ken; McCulloch, Charles E. 1 2000 Likelihood-based analysis of longitudinal data from outcome-related sampling designs. Zbl 1419.62416Neuhaus, John M.; Scott, Alastair J.; Wild, Christopher J.; Jiang, Yannan; Mcculloch, Charles E.; Boylan, Ross 1 2014 Invariance, identifiability, and morphometrics. Zbl 1048.62059Lele, Subhash R.; McCulloch, Charles E. 1 2002 Biased and unbiased estimation in longitudinal studies with informative visit processes. Zbl 1390.62293McCulloch, Charles E.; Neuhaus, John M.; Olin, Rebecca L. 1 2016 Covariate decomposition methods for longitudinal missing-at-random data and predictors associated with subject-specific effects. Zbl 1336.62022Neuhaus, John M.; McCulloch, Charles E. 1 2014 Biased and unbiased estimation in longitudinal studies with informative visit processes. Zbl 1390.62293McCulloch, Charles E.; Neuhaus, John M.; Olin, Rebecca L. 1 2016 Likelihood-based analysis of longitudinal data from outcome-related sampling designs. Zbl 1419.62416Neuhaus, John M.; Scott, Alastair J.; Wild, Christopher J.; Jiang, Yannan; Mcculloch, Charles E.; Boylan, Ross 1 2014 Covariate decomposition methods for longitudinal missing-at-random data and predictors associated with subject-specific effects. Zbl 1336.62022Neuhaus, John M.; McCulloch, Charles E. 1 2014 Regression methods in biostatistics. Linear, logistic, survival, and repeated measures models. 2nd edition. Zbl 1320.92009Vittinghoff, Eric; Glidden, David V.; Shiboski, Stephen C.; McCulloch, Charles E. 4 2012 Misspecifying the shape of a random effects distribution: why getting it wrong may not matter. Zbl 1246.62169McCulloch, Charles E.; Neuhaus, John M. 29 2011 Prediction of random effects in linear and generalized linear models under model misspecification. Zbl 1216.62177McCulloch, Charles E.; Neuhaus, John M. 15 2011 Estimation of covariate effects in generalized linear mixed models with informative cluster sizes. Zbl 1214.62022Neuhaus, John M.; McCulloch, Charles E. 9 2011 A note on type II error under random effects misspecification in generalized linear mixed models. Zbl 1217.62099Neuhaus, John M.; McCulloch, Charles E.; Boylan, Ross 7 2011 The effect of misspecification of random effects distributions in clustered data settings with outcome-dependent sampling. Zbl 1230.62139Neuhaus, John M.; Mcculloch, Charles E. 1 2011 Generalized, linear, and mixed models. 2nd ed. Zbl 1165.62050McCulloch, Charles E.; Searle, Shayle R.; Neuhaus, John M. 66 2008 Joint modelling of mixed outcome types using latent variables. Zbl 1154.62339McCulloch, Charles 19 2008 Variance components. Zbl 1108.62064Searle, Shayle R.; Casella, George; McCulloch, Charles E. 64 2006 Separating between- and within-cluster covariate effects by using conditional and partitioning methods. Zbl 1110.62093Neuhaus, John M.; McCulloch, Charles E. 20 2006 Regression methods in biostatistics. Linear, logistic, survival, and repeated measures models. Zbl 1069.62105Vittinghoff, Eric; Shiboski, Stephen C.; Glidden, David V.; McCulloch, Charles E. 3 2005 Latent pattern mixture models for informative intermittent missing data in longitudinal studies. Zbl 1132.62362Lin, Haiqun; McCulloch, Charles E.; Rosenheck, Robert A. 15 2004 Evaluation of community-intervention trials via generalized linear mixed models. Zbl 1205.62102Yasui, Yutaka; Feng, Ziding; Diehr, Paula; McLerran, Dale; Beresford, Shirley A. A.; McCulloch, Charles E. 3 2004 Small sample inference for clustered data. Zbl 1390.62110Feng, Ziding; Braun, Thomas; McCulloch, Charles 1 2004 Generalized linear mixed models. Zbl 1041.62060McCulloch, Charles E. 8 2003 Latent class models for joint analysis of longitudinal biomarker and event process data: Application to longitudinal prostate-specific antigen readings and prostate cancer. Zbl 1073.62582Lin, Haiqun; Turnbull, Bruce W.; McCulloch, Charles E.; Slate, Elizabeth H. 31 2002 Invariance, identifiability, and morphometrics. Zbl 1048.62059Lele, Subhash R.; McCulloch, Charles E. 1 2002 Generalized, linear, and mixed models. Zbl 0964.62061McCulloch, Charles E.; Searle, Shayle R. 141 2001 A Monte Carlo EM method for estimating multinomial probit models. Zbl 1052.62508Natarajan, R.; McCulloch, C. E.; Kiefer, N. M. 8 2000 Generalized linear models. Zbl 1072.62613McCulloch, Charles E. 6 2000 Using principal component analysis and correspondence analysis for estimation in latent variable models. Zbl 0996.62060Lynn, Henry S.; McCulloch, Charles E. 3 2000 Simultaneously model-unbiased, design-unbiased estimation. Zbl 1060.62613Gerow, Ken; McCulloch, Charles E. 1 2000 Modeling heterogeneity in nest survival data. Zbl 1059.62600Natarajan, Ranjini; McCulloch, Charles E. 1 1999 Maximum likelihood algorithms for generalized linear mixed models. Zbl 0889.62061McCulloch, Charles E. 163 1997 Using bootstrap likelihood ratios in finite mixture models. Zbl 0906.62021Feng, Z. D.; McCulloch, C. E. 28 1996 A note on the existence of the posterior distribution for a class of mixed models for binomial responses. Zbl 0830.62031Natarajan, Ranjini; McCulloch, Charles E. 22 1995 Maximum likelihood variance components estimation for binary data. Zbl 0800.62139McCulloch, Charles E. 59 1994 On the likelihood ratio test statistic for the number of components in a normal mixture with unequal variances. Zbl 0825.62375Feng, Z. D.; McCulloch, C. E. 8 1994 Variance components. Zbl 0850.62007Searle, Shayle R.; Casella, George; MacCulloch, Charles E. 62 1992 Statistical inference using maximum likelihood estimation and the generalized likelihood ratio when the true parameter is on the boundary of the parameter space. Zbl 0741.62034Feng, Ziding; McCulloch, Charles E. 18 1992 Tests for equality of variances with paired data. Zbl 0615.62039McCulloch, Charles E. 6 1987 Relationships among some chi-square goodness of fit statistics. Zbl 0611.62046McCulloch, Charles E. 8 1985 An empirical Bayes approach to estimating the probability of correct selection. Zbl 0595.62015McCulloch, Charles E.; Dechter, Aimee 3 1985 Nontestable hypotheses in linear models. Zbl 0555.62046Searle, Shayle R.; Swallow, William H.; McCulloch, Charles E. 1 1984 On the small-sample properties of the Olkin-Sobel-Tong estimator of the probability of correct selection. Zbl 0536.62013Faltin, Frederick W.; McCulloch, Charles E. 4 1983 Symmetric matrix derivatives with applications. Zbl 0503.62052McCulloch, Charles E. 10 1982 all cited Publications top 5 cited Publications all top 5 Cited by 1,387 Authors 14 Wand, Matthew P. 11 Sinha, Sanjoy Kumar 10 Jiang, Jiming 9 Albert, Paul S. 9 McCulloch, Charles E. 9 Molenberghs, Geert 8 Verbeke, Geert N. 7 Zhang, Zhiwei 6 Torabi, Mahmoud 5 Caffo, Brian S. 5 da Motta Singer, Julio 5 Demétrio, Clarice Garcia Borges 5 Kauermann, Goran 5 Neuhaus, John M. 5 Proust-Lima, Cécile 5 Tutz, Gerhard E. 4 Alfò, Marco 4 Carroll, Raymond James 4 Casella, George 4 Chen, Minghui 4 Coull, Brent A. 4 Ghosh, Malay 4 Giampaoli, Viviana 4 Hall, Peter Gavin 4 Hinde, John P. 4 Jank, Wolfgang S. 4 Jones, Galin L. 4 Lee, Youngjo 4 Mohammadzadeh, Mohsen 4 Piepho, Hans-Peter 4 Ranalli, Maria Giovanna 4 Roy, Vivekananda 4 Ruppert, David 4 Sutradhar, Brajendra Chandra 4 Taylor, Jeremy M. G. 4 Voinov, Vassilly Grigorievich 3 Agresti, Alan 3 Baghishani, Hossein 3 Bailey, Rosemary A. 3 Candel, Math J. J. M. 3 Chen, Jiahua 3 Das, Kalyan 3 Dean, Charmaine B. 3 Durban, Maria 3 Eickhoff, Jens C. 3 Heagerty, Patrick J. 3 Hobert, James P. 3 Ibrahim, Joseph George 3 Kazemi, Iraj 3 Kim, Sungduk 3 Kuk, Anthony Yung Cheung 3 Lavergne, Christian 3 Lee, Sik-Yum 3 Li, Yehua 3 Luo, Sheng 3 Molina, Isabel 3 Ormerod, John T. 3 Puntanen, Simo 3 Rizopoulos, Dimitris 3 Rukhin, Andrew L. 3 Salvati, Nicola 3 Si, Yajuan 3 Tamura, Karin Ayumi 3 Tempelman, Robert J. 3 Trottier, Catherine 3 Van Breukelen, Gerard J. P. 3 Wang, Wei 3 Welsh, Alan H. 3 Witkovský, Viktor 3 Wu, Mixia 3 Xiang, Liming 3 Xu, Xiaojian 3 Zhu, Hongtu 2 Aerts, Marc 2 Ahn, Jae Youn 2 Akritas, Michael G. 2 Amemiya, Yasuo 2 Bartolucci, Francesco 2 Bentler, Peter M. 2 Berg, Emily J. 2 Böhning, Dankmar 2 Booth, James G. 2 Bouzebda, Salim 2 Brant, Larry J. 2 Brien, C. J. 2 Brown, Elizabeth R. 2 Brumback, Babette A. 2 Buckland, Stephen T. 2 Burger, L. W. jun. 2 Campos-Barreiro, Santiago 2 Carpenter, James R. 2 Carrasco, Josep Lluís 2 Chan, Jennifer So Kuen 2 Chandra, Hukum 2 Chen, Guanghui 2 Chen, Qihui 2 Chen, Yiju 2 Claeskens, Gerda 2 Commenges, Daniel 2 Crăiniceanu, Ciprian-Mugur ...and 1,287 more Authors all top 5 Cited in 103 Serials 92 Computational Statistics and Data Analysis 57 Biometrics 39 Journal of Statistical Computation and Simulation 34 The Annals of Statistics 32 Journal of Applied Statistics 29 Communications in Statistics. Theory and Methods 28 The Annals of Applied Statistics 27 Journal of Statistical Planning and Inference 25 Journal of Multivariate Analysis 22 Communications in Statistics. Simulation and Computation 21 Psychometrika 18 Electronic Journal of Statistics 18 Journal of Agricultural, Biological, and Environmental Statistics 17 The Canadian Journal of Statistics 16 Statistical Science 14 Statistics & Probability Letters 14 Computational Statistics 11 Statistical Modelling 11 Statistics and Computing 10 Journal of the Royal Statistical Society. Series B. Statistical Methodology 8 Metrika 8 Journal of the American Statistical Association 8 Statistical Papers 7 Scandinavian Journal of Statistics 6 Biometrical Journal 6 Metron 6 Insurance Mathematics & Economics 6 Statistics 6 Test 6 Statistical Methods and Applications 6 Journal of Statistical Theory and Practice 6 AStA. Advances in Statistical Analysis 5 Annals of the Institute of Statistical Mathematics 5 Journal of Mathematical Psychology 5 Sankhyā. Series B 4 Journal of the Royal Statistical Society. Series C. Applied Statistics 3 European Journal of Operational Research 3 Linear Algebra and its Applications 3 Lifetime Data Analysis 3 Statistical Methodology 2 Journal of Econometrics 2 Kybernetika 2 Pattern Recognition 2 Bernoulli 2 Journal of Nonparametric Statistics 2 Australian & New Zealand Journal of Statistics 2 Brazilian Journal of Probability and Statistics 2 Statistics Surveys 2 Afrika Statistika 2 Journal of Computational and Graphical Statistics 2 Journal of Probability and Statistics 2 Chilean Journal of Statistics 2 Bayesian Analysis 1 Journal of the Franklin Institute 1 Journal of Mathematical Biology 1 Rocky Mountain Journal of Mathematics 1 Applied Mathematics and Computation 1 Journal of Applied Probability 1 Journal of Computational and Applied Mathematics 1 Journal of Soviet Mathematics 1 Mathematics and Computers in Simulation 1 Proceedings of the American Mathematical Society 1 Statistica Neerlandica 1 American Journal of Mathematical and Management Sciences 1 Journal of Classification 1 Acta Mathematicae Applicatae Sinica. English Series 1 Journal of Economic Dynamics & Control 1 Neural Computation 1 Journal of Mathematical Sciences (New York) 1 Journal of Computational Neuroscience 1 Complexity 1 Mathematical Problems in Engineering 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 The Econometrics Journal 1 Journal of Interdisciplinary Mathematics 1 Acta Mathematica Sinica. English Series 1 Methodology and Computing in Applied Probability 1 Biostatistics 1 The ANZIAM Journal 1 Scandinavian Actuarial Journal 1 Journal of Systems Science and Complexity 1 Journal of Applied Mathematics 1 Statistical Methods in Medical Research 1 North American Actuarial Journal 1 Hacettepe Journal of Mathematics and Statistics 1 Asia-Pacific Financial Markets 1 SORT. Statistics and Operations Research Transactions 1 Mathematical Biosciences and Engineering 1 Mathematics in Computer Science 1 Frontiers of Mathematics in China 1 Advances in Data Analysis and Classification. ADAC 1 Computational & Mathematical Methods in Medicine 1 Bulletin of Economic Research 1 Science China. Mathematics 1 Games 1 European Actuarial Journal 1 Numerical Algebra, Control and Optimization 1 Journal of Mathematics 1 Journal of Statistical Distributions and Applications 1 Open Mathematics ...and 3 more Serials all top 5 Cited in 19 Fields 699 Statistics (62-XX) 161 Numerical analysis (65-XX) 39 Biology and other natural sciences (92-XX) 22 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 21 Probability theory and stochastic processes (60-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 7 Computer science (68-XX) 5 Operations research, mathematical programming (90-XX) 4 History and biography (01-XX) 3 Functional analysis (46-XX) 2 General and overarching topics; collections (00-XX) 2 Geophysics (86-XX) 1 Combinatorics (05-XX) 1 Nonassociative rings and algebras (17-XX) 1 Real functions (26-XX) 1 Ordinary differential equations (34-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Systems theory; control (93-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.