Edit Profile (opens in new tab) Carroll, Raymond James Co-Author Distance Author ID: carroll.raymond-j Published as: Carroll, Raymond J.; Carroll, R. J.; Carroll, Raymond; Carroll, Raymond. J.; Carrol, Raymond J. more...less Homepage: https://www.stat.tamu.edu/~carroll/ External Links: MGP · Wikidata · Google Scholar · dblp · GND · IdRef Documents Indexed: 293 Publications since 1975, including 5 Books and 5 Additional arXiv Preprints 3 Contributions as Editor · 1 Further Contribution Biographic References: 1 Publication Co-Authors: 289 Co-Authors with 271 Joint Publications 6,507 Co-Co-Authors all top 5 Co-Authors 25 single-authored 34 Ruppert, David 17 Ma, Yanyuan 16 Wang, Naisyin 15 Mallick, Bani K. 14 Freedman, Laurence S. 13 Hall, Peter Gavin 13 Kipnis, Victor 13 Lin, Xihong 11 Chatterjee, Nilanjan 11 Stefanski, Leonard A. 10 Liang, Hua 9 Midthune, Douglas N. 9 Wang, Suojin 8 Delaigle, Aurore 7 Lupton, Joanne R. 7 Maity, Arnab Kumar 7 Turner, Nancy D. 7 Wang, Ching-Yun 6 Chapkin, Robert S. 6 Martinez, Josue G. 6 Simpson, Douglas G. 5 Apanasovich, Tatiyana V. 5 Chen, Yihau 5 Gail, Mitchell H. 5 Li, Yehua 5 Mammen, Enno 5 Morris, Jeffrey S. 5 Sarkar, Abhra 5 Wand, Matthew P. 5 Welsh, Alan H. 5 Zhang, Xinyu 4 Gutierrez, Roberto G. 4 Hong, Mee Young 4 Liang, Liang 4 Ma, Shujie 4 Nguyen, Danh V. 4 Pati, Debdeep 4 Staicu, Ana-Maria 4 Wei, Ying 4 Xie, Minge 3 Cao, Jiguo 3 Crăiniceanu, Ciprian-Mugur 3 Dodd, Kevin W. 3 Gallo, Paul P. 3 Härdle, Wolfgang Karl 3 Kauermann, Goran 3 Liang, Faming 3 Pfeiffer, Ruth M. 3 Sinha, Samiran 3 Tooze, Janet A. 3 Van Keilegom, Ingrid 3 Wang, Yuedong 3 Yi, Grace Yun 3 Zoh, Roger S. 2 Baladandayuthapani, Veerabhadran 2 Berry, Scott M. 2 Buckman, Dennis W. 2 Calderon, Christopher P. 2 Chen, Xiaohong 2 Chen, Yong 2 Dai, Guorong 2 Davidian, Marie 2 Duan, Rui 2 Fan, Jianqing 2 Fernholz, Luisa T. 2 Fu, Wenjiang J. 2 Gao, Xin 2 Gleser, Leon Jay 2 Guenther, Patricia M. 2 Gupta, Shanti Swarup 2 Hart, Jeffrey D. 2 Hoffman, F. Owen 2 Hu, Yingyao 2 Huang, Jianhua Z. 2 Iturria, Stephen J. 2 Kim, Inyoung 2 Knickerbocker, R. K. 2 Krebs-Smith, Susan M. 2 Lahiri, Soumendra Nath 2 Li, Ker-Chau 2 Lian, Heng 2 Lindsay, Bruce G. 2 Linton, Oliver Bruce 2 Liu, Chuanhai 2 Lobach, Iryna 2 Lubin, Jay H. 2 Maca, Jeffrey D. 2 Mallinckrodt, Craig H. 2 Molenberghs, Geert 2 Müller, Ursula U. 2 Ning, Yang 2 Pee, David Y. 2 Popovic, Natasa 2 Roeder, Kathryn 2 Sampson, Joshua N. 2 Satten, Glen A. 2 Şentürk, Damla 2 Sepanski, Jungsywan Hwang 2 Sorensen, Danny C. 2 Spiegelman, Clifford H. ...and 194 more Co-Authors all top 5 Serials 61 Journal of the American Statistical Association 48 Biometrics 28 Biometrika 20 The Annals of Statistics 14 Journal of the Royal Statistical Society. Series B. Statistical Methodology 11 Statistica Sinica 7 Journal of Statistical Planning and Inference 7 Biostatistics 6 Electronic Journal of Statistics 5 Statistics & Probability Letters 5 Journal of the Royal Statistical Society. Series B 4 Journal of Econometrics 4 Technometrics 3 Journal of Multivariate Analysis 3 Statistical Science 3 Communications in Statistics. Theory and Methods 3 Journal of Statistical Computation and Simulation 3 Journal of Nonparametric Statistics 3 Monographs on Statistics and Applied Probability 3 Statistics and Its Interface 2 The Canadian Journal of Statistics 2 Biometrical Journal 2 Sankhyā. Series A. Methods and Techniques 2 Statistics 2 Computational Statistics 2 Multiscale Modeling & Simulation 2 Communications in Statistics 2 The Annals of Applied Statistics 1 The American Statistician 1 Inverse Problems 1 Scandinavian Journal of Statistics 1 The Australian Journal of Statistics 1 Sankhyā. Series B. Methodological 1 South African Statistical Journal 1 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 1 Journal of the Royal Statistical Society. Series C 1 Acta Applicandae Mathematicae 1 Journal of Biopharmaceutical Statistics 1 Journal of Applied Statistics 1 Econometric Theory 1 Statistical Applications in Genetics and Molecular Biology 1 Computational Biology and Chemistry 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 Journal of Biological Dynamics 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Statistics and Computing 1 Bayesian Analysis 1 Wiley Series in Probability and Statistics all top 5 Fields 288 Statistics (62-XX) 44 Numerical analysis (65-XX) 35 Biology and other natural sciences (92-XX) 9 Probability theory and stochastic processes (60-XX) 3 General and overarching topics; collections (00-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 History and biography (01-XX) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 240 Publications have been cited 7,317 times in 4,827 Documents Cited by ▼ Year ▼ Semiparametric regression. Zbl 1038.62042 Ruppert, David; Wand, M. P.; Carroll, R. J. 737 2003 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063 Carroll, Raymond J.; Ruppert, David; Stefanski, Leonard A.; Crainiceanu, Ciprian M. 523 2006 Generalized partially linear single-index models. Zbl 0890.62053 Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P. 398 1997 Measurement error in nonlinear models. Zbl 0853.62048 Carroll, R. J.; Ruppert, D.; Stefanski, L. A. 310 1995 Optimal rates of convergence for deconvolving a density. Zbl 0673.62033 Carroll, Raymond J.; Hall, Peter 213 1988 Estimation in a semiparametric partially linear errors-in-variables model. Zbl 0977.62036 Liang, Hua; Härdle, Wolfgang; Carroll, Raymond J. 211 1999 Deconvoluting kernel density estimators. Zbl 0697.62035 Stefanski, Leonard; Carroll, Raymond J. 208 1990 Transformation and weighting in regression. Zbl 0666.62062 Carroll, Raymond J.; Ruppert, David 206 1988 Semiparametric regression for clustered data using generalized estimating equations. Zbl 1072.62566 Lin, Xihong; Carroll, Raymond J. 130 2001 Estimation and comparison of changes in the prescence of informative right censoring by modeling the censoring process. Zbl 0707.62210 Wu, Margaret C.; Carroll, Raymond J. 127 1988 Trimmed least squares estimation in the linear model. Zbl 0459.62055 Ruppert, David; Carroll, Raymond J. 127 1980 Nonparametric function estimation for clustered data when the predictor is measured without/with error. Zbl 0995.62043 Lin, Xihong; Carroll, Raymond J. 117 2000 Wavelet-based functional mixed models. Zbl 1110.62053 Morris, Jeffrey S.; Carroll, Raymond J. 102 2006 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104 Simpson, D. G.; Ruppert, D.; Carroll, R. J. 84 1992 Efficient semiparametric marginal estimation for longitudinal/clustered data. Zbl 1117.62440 Wang, Naisyin; Carroll, Raymond J.; Lin, Xihong 82 2005 A note on the efficiency of sandwich covariance matrix estimation. Zbl 1073.62539 Kauermann, Göran; Carroll, Raymond J. 82 2001 Variance function estimation. Zbl 0648.62076 Davidian, M.; Carroll, R. J. 80 1987 Partially linear models with missing response variables and error-prone covariates. Zbl 1223.62046 Liang, Hua; Wang, Suojin; Carroll, Raymond J. 79 2007 Estimation in partially linear models with missing covariates. Zbl 1117.62385 Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 77 2004 Conditional scores and optimal scores for generalized linear measurement-error models. Zbl 0632.62052 Stefanski, Leonard A.; Carroll, Raymond J. 75 1987 Adapting for heteroscedasticity in linear models. Zbl 0571.62058 Carroll, Raymond J. 73 1982 An asymptotic theory for sliced inverse regression. Zbl 0821.62019 Hsing, Tailen; Carroll, Raymond J. 72 1992 Conditionally unbiased bounded-influence estimation in general regression models, with applications to generalized linear models. Zbl 0679.62024 Künsch, Hans R.; Stefanski, Leonard A.; Carroll, Raymond J. 71 1989 Nonparametric estimation and testing of fixed effects panel data models. Zbl 1418.62158 Henderson, Daniel J.; Carroll, Raymond J.; Li, Qi 71 2008 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053 Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 68 2011 Stochastic approximation in Monte Carlo computation. Zbl 1226.65002 Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 60 2007 Robust estimation in heteroscedastic linear models. Zbl 0497.62034 Carroll, Raymond J.; Ruppert, David 57 1982 Nonparametric regression in the presence of measurement error. Zbl 0938.62039 Carroll, Raymond J.; Maca, Jeffrey D.; Ruppert, David 55 1999 Covariate measurement error in logistic regression. Zbl 0582.62061 Stefanski, Leonard A.; Carroll, Raymond J. 55 1985 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026 Lin, Xihong; Carroll, Raymond J. 54 2006 Semiparametric estimation in logistic measurement error models. Zbl 0800.62220 Carroll, R. J.; Wand, M. P. 53 1991 Variance function estimation in regression: The effect of estimating the mean. Zbl 0672.62053 Hall, Peter; Carroll, R. J. 49 1989 Local estimating equations. Zbl 0910.62033 Carroll, Raymond J.; Ruppert, David; Welsh, Alan H. 49 1998 On robustness in the logistic regression model. Zbl 0794.62021 Carroll, R. J.; Pederson, Shane 49 1993 Semiparametric regression during 2003–2007. Zbl 1326.62094 Ruppert, David; Wand, M. P.; Carroll, Raymond J. 49 2009 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049 Wei, Ying; He, Xuming 48 2006 Joint modelling of paired sparse functional data using principal components. Zbl 1437.62676 Zhou, Lan; Huang, Jianhua Z.; Carroll, Raymond J. 47 2008 Optimally bounded score functions for generalized linear models with applications to logistic regression. Zbl 0616.62043 Stefanski, Leonard A.; Carroll, Raymond J.; Ruppert, David 47 1986 Bayesian smoothing and regression splines for measurement error problems. Zbl 1073.62524 Berry, Scott M.; Carroll, Raymond J.; Ruppert, David 45 2002 Asymptotics for the SIMEX estimator in nonlinear measurement error models. Zbl 0871.62019 Carroll, Raymond J.; Küchenhoff, Helmut; Lombard, F.; Stefanski, Leonard A. 45 1996 More efficient local polynomial estimation in nonparametric regression with autocorrelated errors. Zbl 1043.62075 Xiao, Zhijie; Linton, Oliver B.; Carroll, Raymond J.; Mammen, Enno 44 2003 Marginal longitudinal nonparametric regression: Locality and efficiency of spline and kernel methods. Zbl 1073.62529 Welsh, Alan H.; Lin, Xihong; Carroll, Raymond J. 42 2002 Semiparametric estimation of fixed-effects panel data varying coefficient models. Zbl 1190.62075 Sun, Yiguo; Carroll, Raymond J.; Li, Dingding 42 2009 On errors-in-variables for binary regression models. Zbl 0566.62093 Carroll, Raymond J.; Spiegelman, Clifford H.; Lan, K. K. Gordon; Bailey, Kent T.; Abbott, Robert D. 41 1984 The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error. Zbl 1141.62350 Liang, Hua; Wu, Hulin; Carroll, Raymond J. 40 2003 Selecting the number of principal components in functional data. Zbl 1288.62102 Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 40 2013 Semiparametric regression for clustered data. Zbl 0994.62031 Lin, Xihong; Carroll, Raymond J. 39 2001 A two-sample test for equality of means in high dimension. Zbl 1373.62274 Gregory, Karl Bruce; Carroll, Raymond J.; Baladandayuthapani, Veerabhadran; Lahiri, Soumendra N. 39 2015 Bias analysis and SIMEX approach in generalized linear mixed measurement error models. Zbl 0906.62069 Wang, Naisyin; Lin, Xihong; Gutierrez, Roberto G.; Carroll, Raymond J. 38 1998 Generalized functional linear models with semiparametric single-index interactions. Zbl 1392.62095 Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 38 2010 Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data. Zbl 1132.62321 Lin, Xihong; Wang, Naisyin; Welsh, Alan H.; Carroll, Raymond J. 35 2004 A simultaneous confidence band for sparse longitudinal regression. Zbl 1417.62088 Ma, Shujie; Yang, Lijian; Carroll, Raymond J. 35 2012 Flexible parametric measurement error models. Zbl 1059.62625 Carroll, Raymond J.; Roeder, Kathryn; Wasserman, Larry 35 1999 Advanced Markov chain Monte Carlo methods. Learning from past samples. Zbl 1209.62009 Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 35 2010 An asymptotic theory for model selection inference in general semiparametric problems. Zbl 1132.62032 Claeskens, Gerda; Carroll, Raymond J. 34 2007 Parameter estimation of partial differential equation models. Zbl 06224983 Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 33 2013 Local linear regression for generalized linear models with missing data. Zbl 1073.62548 Wang, C. Y.; Wang, Suojin; Gutierrez, Roberto G.; Carroll, R. J. 32 1998 Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis. (With comments and a rejoinder by the authors). Zbl 1040.62104 Morris, Jeffrey S.; Vannucci, Marina; Brown, Philip J.; Carroll, Raymond J. 31 2003 Quantile regression with measurement error. Zbl 1388.62210 Wei, Ying; Carroll, Raymond J. 31 2009 Nonparametric function estimation of the relationship between two repeatedly measured variables. Zbl 0970.62023 Ruckstuhl, A. F.; Welsh, A. H.; Carroll, R. J. 30 2000 Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies. Zbl 1094.62136 Chatterjee, Nilanjan; Carroll, Raymond J. 30 2005 Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Zbl 1274.62715 Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. 29 2008 Generalized empirical likelihood methods for analyzing longitudinal data. Zbl 1183.62060 Wang, Suojin; Qian, Lianfen; Carroll, Raymond J. 29 2010 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002 Carroll, Raymond J.; Li, Ker-Chau 28 1992 Profile-kernel versus backfitting in the partially linear models for longitudinal/clustered data. Zbl 1210.62086 Hu, Zonghui; Wang, Naisyin; Carroll, Raymond J. 28 2004 Multiple imputation in quantile regression. Zbl 1239.62085 Wei, Ying; Ma, Yanyuan; Carroll, Raymond J. 27 2012 Model averaging based on Kullback-Leibler distance. Zbl 1377.62089 Zhang, Xinyu; Zou, Guohua; Carroll, Raymond J. 26 2015 A design-adaptive local polynomial estimator for the errors-in-variables problem. Zbl 1388.62106 Delaigle, Aurore; Fan, Jianqing; Carroll, Raymond J. 26 2009 Variances are not always nuisance parameters. Zbl 1210.62147 Carroll, Raymond J. 24 2003 DNA microarray experiments: biological and technological aspects. Zbl 1210.62197 Nguyen, Danh V.; Arpat, A. Bulak; Wang, Naisyin; Carroll, Raymond J. 23 2002 Low order approximations in deconvolution and regression with errors in variables. Zbl 1062.62066 Carroll, Raymond J.; Hall, Peter 22 2004 A semiparametric mixture approach to case-control studies with errors in covariables. Zbl 0869.62081 Roeder, Kathryn; Carroll, Raymond J.; Lindsay, Bruce G. 22 1996 On almost sure expansions for M-estimates. Zbl 0376.62034 Carroll, Raymond J. 22 1978 Variance function partially linear single-index models. Zbl 1414.62301 Lian, Heng; Liang, Hua; Carroll, Raymond J. 22 2015 Case-control studies with errors in covariates. Zbl 0771.62075 Carroll, R. J.; Gail, M. H.; Lubin, J. H. 21 1993 Nonlinear and nonparametric regression and instrumental variables. Zbl 1117.62306 Carroll, Raymond J.; Ruppert, David; Crainiceanu, Ciprian M.; Tosteson, Tor D.; Karagas, Margaret R. 21 2004 Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1189.62110 Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 20 2010 Testing and estimating shape-constrained nonparametric density and regression in the presence of measurement error. Zbl 1396.62084 Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 20 2011 Transformations in regression: A robust analysis. Zbl 0558.62032 Carroll, R. J.; Ruppert, David 19 1985 Analyzing incomplete longitudinal clinical trial data. Zbl 1154.62398 Molenberghs, Geert; Thijs, Herbert; Jansen, Ivy; Beunckens, Caroline; Kenward, Michael G.; Mallinckrodt, Craig; Carroll, Raymond J. 19 2004 Locally efficient estimators for semiparametric models with measurement error. Zbl 1171.62324 Ma, Yanyuan; Carroll, Raymond J. 18 2006 Covariate-adjusted linear mixed effects model with an application to longitudinal data. Zbl 1145.62032 Nguyen, Danh V.; Şentürk, Damla; Carroll, Raymond J. 18 2008 Parsimonious model averaging with a diverging number of parameters. Zbl 1445.62047 Zhang, Xinyu; Zou, Guohua; Liang, Hua; Carroll, Raymond J. 18 2020 A semiparametric correction for attenuation. Zbl 0810.62042 Sepanski, J. H.; Knickerbocker, R.; Carroll, R. J. 17 1994 On sequential density estimation. Zbl 0321.62091 Carroll, R. J. 17 1976 A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error. Zbl 1234.62131 Yi, Grace Y.; Ma, Yanyuan; Carroll, Raymond J. 16 2012 Conditional and unconditional categorical regression models with missing covariates. Zbl 1060.62662 Satten, Glen A.; Carroll, Raymond J. 16 2000 Variance functions and the minimum detectable concentration in assays. Zbl 0651.62100 Davidian, M.; Carroll, R. J.; Smith, W. 15 1988 On prediction and the power transformation family. Zbl 0492.62058 Carroll, R. J.; Ruppert, David 15 1981 Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. Zbl 1209.62078 Mallick, Bani; Hoffman, F. Owen; Carroll, Raymond J. 15 2002 Prospective analysis of logistic case-control studies. Zbl 0820.62092 Carroll, R. J.; Wang, Suojin; Wang, C. Y. 15 1995 Deconvolution-based score tests in measurement error models. Zbl 0724.62070 Stefanski, Leonard A.; Carroll, Raymond J. 15 1991 Quasilikelihood estimation in measurement error models with correlated replicates. Zbl 0875.62333 Wang, Naisyin; Carroll, R. J.; Liang, Kung-Yee 15 1996 Shrinkage estimators for robust and efficient inference in haplotype-based case-control studies. Zbl 1388.62054 Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 15 2009 A comparison between maximum likelihood and generalized least squares in a heteroscedastic linear model. Zbl 0514.62079 Carroll, R. J.; Ruppert, David 14 1982 A new multivariate measurement error model with zero-inflated dietary data, and its application to dietary assessment. Zbl 1223.62167 Zhang, Saijuan; Midthune, Douglas; Guenther, Patricia M.; Krebs-Smith, Susan M.; Kipnis, Victor; Dodd, Kevin W.; Buckman, Dennis W.; Tooze, Janet A.; Freedman, Laurence; Carroll, Raymond J. 14 2011 On meta-analytic assessment of surrogate outcomes. Zbl 1072.62657 Gail, Mitchell H.; Pfeiffer, Ruth; van Houwelingen, Hans C.; Carroll, Raymond J. 14 2000 On estimation in binary autologistic spatial models. Zbl 1088.62069 Sherman, Michael; Apanasovich, Tatiyana V.; Carroll, Raymond J. 14 2006 Fitting heteroscedastic regression models. Zbl 0796.62055 Welsh, A. H.; Carroll, R. J.; Ruppert, D. 14 1994 On robust estimation in logistic case-control studies. Zbl 0770.62024 Wang, C. Y.; Carroll, R. J. 13 1993 Bayesian copula density deconvolution for zero-inflated data in nutritional epidemiology. Zbl 1510.62452 Sarkar, Abhra; Pati, Debdeep; Mallick, Bani K.; Carroll, Raymond J. 2 2021 Parsimonious model averaging with a diverging number of parameters. Zbl 1445.62047 Zhang, Xinyu; Zou, Guohua; Liang, Hua; Carroll, Raymond J. 18 2020 Sparse semiparametric canonical correlation analysis for data of mixed types. Zbl 1451.62051 Yoon, Grace; Carroll, Raymond J.; Gaynanova, Irina 4 2020 A fast score test for generalized mixture models. Zbl 1468.62380 Duan, Rui; Ning, Yang; Wang, Shuang; Lindsay, Bruce G.; Carroll, Raymond J.; Chen, Yong 1 2020 A robust and efficient approach to causal inference based on sparse sufficient dimension reduction. Zbl 1420.62178 Ma, Shujie; Zhu, Liping; Zhang, Zhiwei; Tsai, Chih-Ling; Carroll, Raymond J. 10 2019 MALMEM: model averaging in linear measurement error models. Zbl 1428.62326 Zhang, Xinyu; Ma, Yanyuan; Carroll, Raymond J. 4 2019 A hybrid omnibus test for generalized semiparametric single-index models with high-dimensional covariate sets. Zbl 1436.62655 Xu, Yangyi; Kim, Inyoung; Carroll, Raymond J. 1 2019 Measurement error correction and sensitivity analysis in longitudinal dietary intervention studies using an external validation study. Zbl 1436.62633 Siddique, Juned; Daniels, Michael J.; Carroll, Raymond J.; Raghunathan, Trivellore E.; Stuart, Elizabeth A.; Freedman, Laurence S. 1 2019 Additive function-on-function regression. Zbl 07498981 Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David 8 2018 Bayesian semiparametric multivariate density deconvolution. Zbl 1398.62083 Sarkar, Abhra; Pati, Debdeep; Chakraborty, Antik; Mallick, Bani K.; Carroll, Raymond J. 6 2018 A powerful Bayesian test for equality of means in high dimensions. Zbl 1409.62122 Zoh, Roger S.; Sarkar, Abhra; Carroll, Raymond J.; Mallick, Bani K. 3 2018 Testing for gene-environment interaction under exposure misspecification. Zbl 1414.62478 Sun, Ryan; Carroll, Raymond J.; Christiani, David C.; Lin, Xihong 1 2018 Data integration with high dimensionality. Zbl 1506.62302 Gao, Xin; Carroll, Raymond J. 10 2017 Inference in a survival cure model with mismeasured covariates using a simulation-extrapolation approach. Zbl 1506.62425 Bertrand, Aurelie; Legrand, Catherine; Carroll, Raymond J.; de Meester, Christophe; Van Keilegom, Ingrid 5 2017 Estimation and inference of error-prone covariate effect in the presence of confounding variables. Zbl 1359.62190 Liu, Jianxuan; Ma, Yanyuan; Zhu, Liping; Carroll, Raymond J. 3 2017 SiAM: a hybrid of single index models and additive models. Zbl 1364.62096 Ma, Shujie; Lian, Heng; Liang, Hua; Carroll, Raymond J. 1 2017 On the impact of model selection on predictor identification and parameter inference. Zbl 1417.62195 Pfeiffer, Ruth M.; Redd, Andrew; Carroll, Raymond J. 1 2017 A bivariate measurement error model for semicontinuous and continuous variables: application to nutritional epidemiology. Zbl 1393.62074 Kipnis, Victor; Freedman, Laurence S.; Carroll, Raymond J.; Midthune, Douglas 5 2016 PCAN: probabilistic correlation analysis of two non-normal data sets. Zbl 1390.62325 Zoh, Roger S.; Mallick, Bani; Ivanov, Ivan; Baladandayuthapani, Veera; Manyam, Ganiraju; Chapkin, Robert S.; Lampe, Johanna W.; Carroll, Raymond J. 2 2016 Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements. Zbl 1328.62160 De la Cruz, Rolando; Meza, Cristian; Arribas-Gil, Ana; Carroll, Raymond J. 2 2016 Semiparametric estimation in the secondary analysis of case-control studies. Zbl 1411.62326 Ma, Yanyuan; Carroll, Raymond J. 2 2016 Spatial regression with covariate measurement error: a semiparametric approach. Zbl 1390.62271 Huque, Md Hamidul; Bondell, Howard D.; Carroll, Raymond J.; Ryan, Louise M. 2 2016 Exact sampling of the unobserved covariates in Bayesian spline models for measurement error problems. Zbl 1358.62039 Bhadra, Anindya; Carroll, Raymond J. 1 2016 A two-sample test for equality of means in high dimension. Zbl 1373.62274 Gregory, Karl Bruce; Carroll, Raymond J.; Baladandayuthapani, Veerabhadran; Lahiri, Soumendra N. 39 2015 Model averaging based on Kullback-Leibler distance. Zbl 1377.62089 Zhang, Xinyu; Zou, Guohua; Carroll, Raymond J. 26 2015 Variance function partially linear single-index models. Zbl 1414.62301 Lian, Heng; Liang, Hua; Carroll, Raymond J. 22 2015 Significance tests for functional data with complex dependence structure. Zbl 1307.62128 Staicu, Ana-Maria; Lahiri, Soumen N.; Carroll, Raymond J. 13 2015 Functional and structural methods with mixed measurement error and misclassification in covariates. Zbl 1373.62385 Yi, Grace Y.; Ma, Yanyuan; Spiegelman, Donna; Carroll, Raymond J. 12 2015 Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates. Zbl 1323.62033 Ma, Shujie; Carroll, Raymond J.; Liang, Hua; Xu, Shizhong 7 2015 On the selection of ordinary differential equation models with application to predator-prey dynamical models. Zbl 1419.62489 Zhang, Xinyu; Cao, Jiguo; Carroll, Raymond J. 5 2015 The direct integral method for confidence intervals for the ratio of two location parameters. Zbl 1419.62471 Wang, Yanqing; Wang, Suojin; Carroll, Raymond J. 1 2015 Hierarchical functional data with mixed continuous and binary measurements. Zbl 1393.62076 Li, Haocheng; Staudenmayer, John; Carroll, Raymond J. 8 2014 Estimating the distribution of dietary consumption patterns. Zbl 1332.62406 Carroll, Raymond J. 4 2014 Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors. Zbl 1393.62097 Sarkar, Abhra; Mallick, Bani K.; Carroll, Raymond J. 3 2014 Selecting the number of principal components in functional data. Zbl 1288.62102 Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 40 2013 Parameter estimation of partial differential equation models. Zbl 06224983 Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 33 2013 Multilevel cross-dependent binary longitudinal data. Zbl 1419.62440 Serban, Nicoleta; Staicu, Ana-Maria; Carroll, Raymond J. 10 2013 A study of Mexican free-tailed bat chirp syllables: Bayesian functional mixed models for nonstationary acoustic time series. Zbl 06195957 Martinez, Josue G.; Bohn, Kirsten M.; Carroll, Raymond J.; Morris, Jeffrey S. 8 2013 Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier. Zbl 1292.62059 Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 8 2013 Using shared genetic controls in studies of gene-environment interactions. Zbl 1284.62650 Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 2 2013 Robust estimation for homoscedastic regression in the secondary analysis of case-control data. Zbl 07555444 Wei, Jiawei; Carroll, Raymond J.; Müller, Ursula U.; Van Keilegom, Ingrid; Chatterjee, Nilanjan 1 2013 A simultaneous confidence band for sparse longitudinal regression. Zbl 1417.62088 Ma, Shujie; Yang, Lijian; Carroll, Raymond J. 35 2012 Multiple imputation in quantile regression. Zbl 1239.62085 Wei, Ying; Ma, Yanyuan; Carroll, Raymond J. 27 2012 A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error. Zbl 1234.62131 Yi, Grace Y.; Ma, Yanyuan; Carroll, Raymond J. 16 2012 Deconvolution when classifying noisy data involving transformations. Zbl 1443.62304 Carroll, Raymond; Delaigle, Aurore; Hall, Peter 3 2012 Variogram estimation in the presence of trend. Zbl 1383.62165 Bliznyuk, Nikolay; Carroll, Raymond J.; Genton, Marc G.; Wang, Yuedong 2 2012 The strain-specific dynamics of Escherichia coli O157:H7 faecal shedding in cattle post inoculation. Zbl 1447.92422 Gautam, R.; Kulow, M.; Döpfer, D.; Kaspar, C.; Gonzales, T.; Pertzborn, K. M.; Carroll, R. J.; Grant, W.; Ivanek, R. 2 2012 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053 Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 68 2011 Testing and estimating shape-constrained nonparametric density and regression in the presence of measurement error. Zbl 1396.62084 Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 20 2011 A new multivariate measurement error model with zero-inflated dietary data, and its application to dietary assessment. Zbl 1223.62167 Zhang, Saijuan; Midthune, Douglas; Guenther, Patricia M.; Krebs-Smith, Susan M.; Kipnis, Victor; Dodd, Kevin W.; Buckman, Dennis W.; Tooze, Janet A.; Freedman, Laurence; Carroll, Raymond J. 14 2011 A Bayesian approach to the detection of small low emission sources. Zbl 1228.62035 Xun, Xiaolei; Mallick, Bani; Carroll, Raymond J.; Kuchment, Peter 6 2011 Local and omnibus goodness-of-fit tests in classical measurement error models. Zbl 1411.62192 Ma, Yanyuan; Hart, Jeffrey D.; Janicki, Ryan; Carroll, Raymond J. 5 2011 Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. Zbl 1245.62149 Lobach, Iryna; Mallick, Bani; Carroll, Raymond J. 3 2011 How to estimate the measurement error variance associated with ancestry proportion estimates. Zbl 1245.62135 Divers, Jasmin; Redden, David T.; Carroll, Raymond J.; Allison, David B. 2 2011 Empirical performance of cross-validation with oracle methods in a genomics context. Zbl 07671675 Martinez, Josue G.; Carroll, Raymond J.; Müller, Samuel; Sampson, Joshua N.; Chatterjee, Nilanjan 2 2011 Density estimation in several populations with uncertain population membership. Zbl 1229.62043 Ma, Yanyuan; Hart, Jeffrey D.; Carroll, Raymond J. 1 2011 Testing for constant nonparametric effects in general semiparametric regression models with interactions. Zbl 1217.62056 Wei, Jiawei; Carroll, Raymond J.; Maity, Arnab 1 2011 Generalized functional linear models with semiparametric single-index interactions. Zbl 1392.62095 Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 38 2010 Advanced Markov chain Monte Carlo methods. Learning from past samples. Zbl 1209.62009 Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 35 2010 Generalized empirical likelihood methods for analyzing longitudinal data. Zbl 1183.62060 Wang, Suojin; Qian, Lianfen; Carroll, Raymond J. 29 2010 Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1189.62110 Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 20 2010 Fast methods for spatially correlated multilevel functional data. Zbl 1437.62610 Staicu, Ana-Maria; Crainiceanu, Ciprian M.; Carroll, Raymond J. 13 2010 Semiparametric Bayesian analysis of nutritional epidemiology data in the presence of measurement error. Zbl 1192.62092 Sinha, Samiran; Mallick, Bani K.; Kipnis, Victor; Carroll, Raymond J. 7 2010 Rejoinder: Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1334.62097 Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 1 2010 Bayesian modeling of MPSS data: gene expression analysis of bovine salmonella infection. Zbl 1390.62251 Dhavala, Soma S.; Datta, Sujay; Mallick, Bani K.; Carroll, Raymond J.; Khare, Sangeeta; Lawhon, Sara D.; Adams, L. Garry 1 2010 Marginal longitudinal semiparametric regression via penalized splines. Zbl 1190.62085 Kadiri, M. Al; Carroll, R. J.; Wand, M. P. 1 2010 Semiparametric regression during 2003–2007. Zbl 1326.62094 Ruppert, David; Wand, M. P.; Carroll, Raymond J. 49 2009 Semiparametric estimation of fixed-effects panel data varying coefficient models. Zbl 1190.62075 Sun, Yiguo; Carroll, Raymond J.; Li, Dingding 42 2009 Quantile regression with measurement error. Zbl 1388.62210 Wei, Ying; Carroll, Raymond J. 31 2009 A design-adaptive local polynomial estimator for the errors-in-variables problem. Zbl 1388.62106 Delaigle, Aurore; Fan, Jianqing; Carroll, Raymond J. 26 2009 Shrinkage estimators for robust and efficient inference in haplotype-based case-control studies. Zbl 1388.62054 Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 15 2009 Modeling data with excess zeros and measurement error: application to evaluating relationships between episodically consumed foods and health outcomes. Zbl 1181.62182 Kipnis, Victor; Midthune, Douglas; Buckman, Dennis W.; Dodd, Kevin W.; Guenther, Patricia M.; Krebs-Smith, Susan M.; Subar, Amy F.; Tooze, Janet A.; Carroll, Raymond J.; Freedman, Laurence S. 12 2009 Nonparametric prediction in measurement error models. Zbl 1388.62075 Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 12 2009 Nonparametric additive regression for repeatedly measured data. Zbl 1163.62028 Carroll, Raymond J.; Maity, Arnab; Mammen, Enno; Yu, Kyusang 11 2009 SIMEX and standard error estimation in semiparametric measurement error models. Zbl 1326.62072 Apanasovich, Tatiyana V.; Carroll, Raymond J.; Maity, Arnab 9 2009 Testing in semiparametric models with interaction, with applications to gene-environment interactions. Zbl 05691132 Maity, Arnab; Carroll, Raymond J.; Mammen, Enno; Chatterjee, Nilanjan 8 2009 Variance estimation in the analysis of microarray data. Zbl 1248.62221 Wang, Yuedong; Ma, Yanyuan; Carroll, Raymond J. 7 2009 Analysis of case-control association studies: SNPs, imputation and haplotypes. Zbl 1329.62421 Chatterjee, Nilanjan; Chen, Yi-Hau; Luo, Sheng; Carroll, Raymond J. 5 2009 Covariate adjusted correlation analysis with application to FMR1 premutation female carrier data. Zbl 1172.62040 Şentürk, Damla; Nguyen, Danh V.; Tassone, Flora; Hagerman, Randi J.; Carroll, Raymond J.; Hagerman, Paul J. 2 2009 Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals. Zbl 1185.92074 Martinez, Josue G.; Huang, Jianhua Z.; Burghardt, Robert C.; Barhoumi, Rola; Carroll, Raymond J. 1 2009 Nonparametric estimation and testing of fixed effects panel data models. Zbl 1418.62158 Henderson, Daniel J.; Carroll, Raymond J.; Li, Qi 71 2008 Joint modelling of paired sparse functional data using principal components. Zbl 1437.62676 Zhou, Lan; Huang, Jianhua Z.; Carroll, Raymond J. 47 2008 Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Zbl 1274.62715 Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. 29 2008 Covariate-adjusted linear mixed effects model with an application to longitudinal data. Zbl 1145.62032 Nguyen, Danh V.; Şentürk, Damla; Carroll, Raymond J. 18 2008 Nonparametric variance estimation in the analysis of microarray data: a measurement error approach. Zbl 1437.62408 Carroll, Raymond J.; Wang, Yuedong 10 2008 Aberrant crypt foci and semiparametric modeling of correlated binary data. Zbl 1137.62073 Apanasovich, Tatiyana V.; Ruppert, David; Lupton, Joanne R.; Popovic, Natasa; Turner, Nancy D.; Chapkin, Robert S.; Carroll, Raymond J. 8 2008 Retrospective analysis of haplotype-based case-control studies under a flexible model for gene-environment association. Zbl 1274.62743 Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 5 2008 Combining assays for estimating prevalence of human herpesvirus 8 infection using multivariate mixture models. Zbl 1274.62855 Pfeiffer, Ruth M.; Carroll, Raymond J.; Wheeler, William; Whitby, Denise; Mbulaiteye, Sam 3 2008 Haplotype-based regression analysis and inference of case-control studies with unphased genotypes and measurement errors in environmental exposures. Zbl 1274.62829 Lobach, Iryna; Carroll, Raymond J.; Spinka, Christine; Gail, Mitchell H.; Chatterjee, Nilanjan 2 2008 Partially linear models with missing response variables and error-prone covariates. Zbl 1223.62046 Liang, Hua; Wang, Suojin; Carroll, Raymond J. 79 2007 Stochastic approximation in Monte Carlo computation. Zbl 1226.65002 Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 60 2007 An asymptotic theory for model selection inference in general semiparametric problems. Zbl 1132.62032 Claeskens, Gerda; Carroll, Raymond J. 34 2007 Non-parametric regression estimation from data contaminated by a mixture of Berkson and classical errors. Zbl 07555378 Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 12 2007 Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments. Zbl 1147.62036 Li, Yehua; Wang, Naisyin; Hong, Meeyoung; Turner, Nancy D.; Lupton, Joanne R.; Carroll, Raymond J. 11 2007 Backfitting versus profiling in general criterion functions. Zbl 1128.62054 Van Keilegom, Ingrid; Carroll, Raymond J. 9 2007 Efficient estimation of population-level summaries in general semiparametric regression models. Zbl 1284.62264 Maity, Arnab; Ma, Yanyuan; Carroll, Raymond J. 8 2007 Shared uncertainty in measurement error problems, with application to Nevada test site fallout data. Zbl 1136.62081 Li, Yehua; Guolo, Annamaria; Hoffman, F. Owen; Carroll, Raymond J. 1 2007 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063 Carroll, Raymond J.; Ruppert, David; Stefanski, Leonard A.; Crainiceanu, Ciprian M. 523 2006 Wavelet-based functional mixed models. Zbl 1110.62053 Morris, Jeffrey S.; Carroll, Raymond J. 102 2006 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026 Lin, Xihong; Carroll, Raymond J. 54 2006 ...and 140 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 5,984 Authors 82 Carroll, Raymond James 61 Zhang, Jun 53 Liang, Hua 51 Lian, Heng 49 Zhu, Lixing 44 Zhang, Riquan 43 You, Jinhong 42 Xue, Liugen 40 Li, Gaorong 39 Huang, Zhensheng 38 Wang, Qihua 30 Zhu, Zhongyi 28 Kneib, Thomas 27 Ruppert, David 27 Wand, Matthew P. 25 Kauermann, Goran 24 Crăiniceanu, Ciprian-Mugur 24 Hall, Peter Gavin 24 Ma, Yanyuan 24 Molenberghs, Geert 24 Song, Weixing 24 Van Keilegom, Ingrid 24 Yi, Grace Yun 23 Wang, Suojin 23 Zhou, Yong 22 Cui, Hengjian 22 Fan, Guoliang 22 Liang, Hanying 22 Yang, Lijian 21 Delaigle, Aurore 21 Li, Runze 21 Zhang, Xinyu 20 Liang, Faming 20 Müller, Hans-Georg 20 Tang, Niansheng 19 Feng, Sanying 19 Jurečková, Jana 19 Lin, Jinguan 19 Sun, Liuquan 19 Wang, Ching-Yun 18 Fan, Jianqing 18 Gai, Yujie 18 Huggins, Richard M. 18 Zhu, Liping 17 Boente, Graciela 17 Lin, Huazhen 17 Yang, Hu 17 Zhao, Weihua 16 Hu, Yingyao 16 Li, Yehua 16 Lin, Lu 16 Meister, Alexander 16 Qin, Guoyou 16 Saracco, Jérôme 16 Sutradhar, Brajendra Chandra 16 Yang, Yiping 16 Zou, Guohua 15 Bianco, Ana M. 15 Bolfarine, Heleno 15 Dette, Holger 15 Greven, Sonja 15 Härdle, Wolfgang Karl 15 Ma, Shujie 15 Peng, Heng 15 Song, Xinyuan 15 Staicu, Ana-Maria 15 Wan, Alan T. 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Series B (English Edition) 4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 4 Discrete Dynamics in Nature and Society ...and 178 more Serials all top 5 Cited in 40 Fields 4,695 Statistics (62-XX) 841 Numerical analysis (65-XX) 212 Biology and other natural sciences (92-XX) 162 Probability theory and stochastic processes (60-XX) 121 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 54 Computer science (68-XX) 48 Operations research, mathematical programming (90-XX) 38 Systems theory; control (93-XX) 36 Harmonic analysis on Euclidean spaces (42-XX) 32 Geophysics (86-XX) 16 Partial differential equations (35-XX) 13 Functional analysis (46-XX) 12 Approximations and expansions (41-XX) 11 Operator theory (47-XX) 8 Dynamical systems and ergodic theory (37-XX) 8 Mechanics of deformable solids (74-XX) 7 Ordinary differential equations (34-XX) 6 General and overarching topics; collections (00-XX) 6 Combinatorics (05-XX) 6 Integral transforms, operational calculus (44-XX) 6 Quantum theory (81-XX) 6 Information and communication theory, circuits (94-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Integral equations (45-XX) 3 Differential geometry (53-XX) 3 Fluid mechanics (76-XX) 3 Optics, electromagnetic theory (78-XX) 3 Relativity and gravitational theory (83-XX) 3 Astronomy and astrophysics (85-XX) 2 History and biography (01-XX) 2 Special functions (33-XX) 1 Number theory (11-XX) 1 Group theory and generalizations (20-XX) 1 Measure and integration (28-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Mathematics education (97-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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