Edit Profile (opens in new tab) Carroll, Raymond James Compute Distance To: Compute Author ID: carroll.raymond-j Published as: Carroll, Raymond J.; Carroll, R. J.; Carroll, Raymond; Carrol, Raymond J. more...less Homepage: https://www.stat.tamu.edu/~carroll/ External Links: MGP · Wikidata · Google Scholar · dblp · GND · IdRef Documents Indexed: 276 Publications since 1975, including 5 Books 3 Contributions as Editor · 1 Further Contribution Biographic References: 1 Publication Co-Authors: 273 Co-Authors with 251 Joint Publications 5,653 Co-Co-Authors all top 5 Co-Authors 25 single-authored 33 Ruppert, David 15 Ma, Yanyuan 15 Wang, Naisyin 14 Freedman, Laurence S. 13 Kipnis, Victor 13 Lin, Xihong 13 Mallick, Bani K. 12 Hall, Peter Gavin 11 Stefanski, Leonard A. 10 Liang, Hua 9 Chatterjee, Nilanjan 9 Midthune, Douglas N. 9 Wang, Suojin 7 Lupton, Joanne R. 7 Maity, Arnab Kumar 7 Turner, Nancy D. 6 Chapkin, Robert S. 6 Delaigle, Aurore 6 Simpson, Douglas G. 5 Apanasovich, Tatiyana V. 5 Chen, Yihau 5 Gail, Mitchell H. 5 Mammen, Enno 5 Martinez, Josue G. 5 Morris, Jeffrey S. 5 Wand, Matthew P. 5 Welsh, Alan H. 4 Gutierrez, Roberto G. 4 Hong, Mee Young 4 Li, Yehua 4 Liang, Liang 4 Ma, Shujie 4 Nguyen, Danh V. 4 Staicu, Ana-Maria 4 Wei, Ying 4 Xie, Minge 4 Zhang, Xinyu 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 Sarkar, Abhra 3 Sinha, Samiran 3 Tooze, Janet A. 3 Wang, Yuedong 3 Zoh, Roger S. 2 Baladandayuthapani, Veerabhadran 2 Berry, Scott M. 2 Buckman, Dennis W. 2 Calderon, Christopher P. 2 Chen, Xiaohong 2 Davidian, Marie 2 Fan, Jianqing 2 Fernholz, Luisa T. 2 Fu, Wenjiang J. 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 Pee, David Y. 2 Popovic, Natasa 2 Roeder, Kathryn 2 Satten, Glen A. 2 Şentürk, Damla 2 Sepanski, Jungsywan Hwang 2 Sorensen, Danny C. 2 Spiegelman, Clifford H. 2 Su, Ya 2 Tyler, David E. 2 Van Keilegom, Ingrid 2 Wu, Guoyao 2 Xun, Xiaolei 2 Yi, Grace Yun 2 Zhou, Lan 2 Zhu, Liping 2 Zou, Guohua 1 Abbott, Robert D. 1 Achic, Betsabé G. Blas ...and 178 more Co-Authors all top 5 Serials 59 Journal of the American Statistical Association 44 Biometrics 28 Biometrika 20 The Annals of Statistics 12 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 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 Technometrics 3 Journal of Econometrics 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 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. Applied Statistics 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 276 Statistics (62-XX) 44 Numerical analysis (65-XX) 35 Biology and other natural sciences (92-XX) 8 Probability theory and stochastic processes (60-XX) 3 General and overarching topics; collections (00-XX) 2 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 231 Publications have been cited 6,487 times in 4,235 Documents Cited by ▼ Year ▼ Semiparametric regression. Zbl 1038.62042Ruppert, David; Wand, M. P.; Carroll, R. J. 637 2003 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063Carroll, Raymond J.; Ruppert, David; Stefanski, Leonhard A.; Crainiceanu, Ciprian M. 404 2006 Generalized partially linear single-index models. Zbl 0890.62053Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P. 348 1997 Measurement error in nonlinear models. Zbl 0853.62048Carroll, R. J.; Ruppert, D.; Stefanski, L. A. 301 1995 Optimal rates of convergence for deconvolving a density. Zbl 0673.62033Carroll, Raymond J.; Hall, Peter 199 1988 Transformation and weighting in regression. Zbl 0666.62062Carroll, Raymond J.; Ruppert, David 194 1988 Estimation in a semiparametric partially linear errors-in-variables model. Zbl 0977.62036Liang, Hua; Härdle, Wolfgang; Carroll, Raymond J. 193 1999 Deconvoluting kernel density estimators. Zbl 0697.62035Stefanski, Leonard; Carroll, Raymond J. 188 1990 Trimmed least squares estimation in the linear model. Zbl 0459.62055Ruppert, David; Carroll, Raymond J. 119 1980 Semiparametric regression for clustered data using generalized estimating equations. Zbl 1072.62566Lin, Xihong; Carroll, Raymond J. 118 2001 Nonparametric function estimation for clustered data when the predictor is measured without/with error. Zbl 0995.62043Lin, Xihong; Carroll, Raymond J. 111 2000 Estimation and comparison of changes in the prescence of informative right censoring by modeling the censoring process. Zbl 0707.62210Wu, Margaret C.; Carroll, Raymond J. 110 1988 Wavelet-based functional mixed models. Zbl 1110.62053Morris, Jeffrey S.; Carroll, Raymond J. 90 2006 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104Simpson, D. G.; Ruppert, D.; Carroll, R. J. 81 1992 Variance function estimation. Zbl 0648.62076Davidian, M.; Carroll, R. J. 76 1987 Partially linear models with missing response variables and error-prone covariates. Zbl 1223.62046Liang, Hua; Wang, Suojin; Carroll, Raymond J. 73 2007 Efficient semiparametric marginal estimation for longitudinal/clustered data. Zbl 1117.62440Wang, Naisyin; Carroll, Raymond J.; Lin, Xihong 72 2005 Estimation in partially linear models with missing covariates. Zbl 1117.62385Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 71 2004 Adapting for heteroscedasticity in linear models. Zbl 0571.62058Carroll, Raymond J. 70 1982 Nonparametric estimation and testing of fixed effects panel data models. Zbl 1418.62158Henderson, Daniel J.; Carroll, Raymond J.; Li, Qi 68 2008 A note on the efficiency of sandwich covariance matrix estimation. Zbl 1073.62539Kauermann, Göran; Carroll, Raymond J. 68 2001 Conditional scores and optimal scores for generalized linear measurement-error models. Zbl 0632.62052Stefanski, Leonard A.; Carroll, Raymond J. 67 1987 Conditionally unbiased bounded-influence estimation in general regression models, with applications to generalized linear models. Zbl 0679.62024Künsch, Hans R.; Stefanski, Leonard A.; Carroll, Raymond J. 66 1989 An asymptotic theory for sliced inverse regression. Zbl 0821.62019Hsing, Tailen; Carroll, Raymond J. 64 1992 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 59 2011 Stochastic approximation in Monte Carlo computation. Zbl 1226.65002Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 54 2007 Robust estimation in heteroscedastic linear models. Zbl 0497.62034Carroll, Raymond J.; Ruppert, David 52 1982 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026Lin, Xihong; Carroll, Raymond J. 52 2006 Covariate measurement error in logistic regression. Zbl 0582.62061Stefanski, Leonard A.; Carroll, Raymond J. 51 1985 Nonparametric regression in the presence of measurement error. Zbl 0938.62039Carroll, Raymond J.; Maca, Jeffrey D.; Ruppert, David 49 1999 Semiparametric estimation in logistic measurement error models. Zbl 0800.62220Carroll, R. J.; Wand, M. P. 46 1991 On robustness in the logistic regression model. Zbl 0794.62021Carroll, R. J.; Pederson, Shane 45 1993 Local estimating equations. Zbl 0910.62033Carroll, Raymond J.; Ruppert, David; Welsh, Alan H. 45 1998 Bayesian smoothing and regression splines for measurement error problems. Zbl 1073.62524Berry, Scott M.; Carroll, Raymond J.; Ruppert, David 44 2002 Optimally bounded score functions for generalized linear models with applications to logistic regression. Zbl 0616.62043Stefanski, Leonard A.; Carroll, Raymond J.; Ruppert, David 43 1986 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049Wei, Ying; He, Xuming 43 2006 Semiparametric regression during 2003–2007. Zbl 1326.62094Ruppert, David; Wand, M. P.; Carroll, Raymond J. 43 2009 Variance function estimation in regression: The effect of estimating the mean. Zbl 0672.62053Hall, Peter; Carroll, R. J. 42 1989 More efficient local polynomial estimation in nonparametric regression with autocorrelated errors. Zbl 1043.62075Xiao, Zhijie; Linton, Oliver B.; Carroll, Raymond J.; Mammen, Enno 42 2003 Marginal longitudinal nonparametric regression: Locality and efficiency of spline and kernel methods. Zbl 1073.62529Welsh, Alan H.; Lin, Xihong; Carroll, Raymond J. 41 2002 Semiparametric estimation of fixed-effects panel data varying coefficient models. Zbl 1190.62075Sun, Yiguo; Carroll, Raymond J.; Li, Dingding 41 2009 On errors-in-variables for binary regression models. Zbl 0566.62093Carroll, Raymond J.; Spiegelman, Clifford H.; Lan, K. K. Gordon; Bailey, Kent T.; Abbott, Robert D. 39 1984 The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error. Zbl 1141.62350Liang, Hua; Wu, Hulin; Carroll, Raymond J. 37 2003 Asymptotics for the SIMEX estimator in nonlinear measurement error models. Zbl 0871.62019Carroll, Raymond J.; Küchenhoff, Helmut; Lombard, F.; Stefanski, Leonard A. 36 1996 Semiparametric regression for clustered data. Zbl 0994.62031Lin, Xihong; Carroll, Raymond J. 36 2001 Joint modelling of paired sparse functional data using principal components. Zbl 1437.62676Zhou, Lan; Huang, Jianhua Z.; Carroll, Raymond J. 36 2008 Bias analysis and SIMEX approach in generalized linear mixed measurement error models. Zbl 0906.62069Wang, Naisyin; Lin, Xihong; Gutierrez, Roberto G.; Carroll, Raymond J. 36 1998 Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data. Zbl 1132.62321Lin, Xihong; Wang, Naisyin; Welsh, Alan H.; Carroll, Raymond J. 34 2004 Flexible parametric measurement error models. Zbl 1059.62625Carroll, Raymond J.; Roeder, Kathryn; Wasserman, Larry 31 1999 Local linear regression for generalized linear models with missing data. Zbl 1073.62548Wang, C. Y.; Wang, Suojin; Gutierrez, Roberto G.; Carroll, R. J. 31 1998 An asymptotic theory for model selection inference in general semiparametric problems. Zbl 1132.62032Claeskens, Gerda; Carroll, Raymond J. 30 2007 Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies. Zbl 1094.62136Chatterjee, Nilanjan; Carroll, Raymond J. 29 2005 A two-sample test for equality of means in high dimension. Zbl 1373.62274Gregory, Karl Bruce; Carroll, Raymond J.; Baladandayuthapani, Veerabhadran; Lahiri, Soumendra N. 29 2015 Generalized functional linear models with semiparametric single-index interactions. Zbl 1392.62095Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 29 2010 Advanced Markov chain Monte Carlo methods. Learning from past samples. Zbl 1209.62009Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 29 2010 Selecting the number of principal components in functional data. Zbl 1288.62102Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 28 2013 Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis. (With comments and a rejoinder by the authors). Zbl 1040.62104Morris, Jeffrey S.; Vannucci, Marina; Brown, Philip J.; Carroll, Raymond J. 28 2003 Nonparametric function estimation of the relationship between two repeatedly measured variables. Zbl 0970.62023Ruckstuhl, A. F.; Welsh, A. H.; Carroll, R. J. 27 2000 A simultaneous confidence band for sparse longitudinal regression. Zbl 1417.62088Ma, Shujie; Yang, Lijian; Carroll, Raymond J. 27 2012 Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Zbl 1274.62715Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. 27 2008 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002Carroll, Raymond J.; Li, Ker-Chau 26 1992 Generalized empirical likelihood methods for analyzing longitudinal data. Zbl 1183.62060Wang, Suojin; Qian, Lianfen; Carroll, Raymond J. 26 2010 Profile-kernel versus backfitting in the partially linear models for longitudinal/clustered data. Zbl 1210.62086Hu, Zonghui; Wang, Naisyin; Carroll, Raymond J. 25 2004 Quantile regression with measurement error. Zbl 1388.62210Wei, Ying; Carroll, Raymond J. 24 2009 Parameter estimation of partial differential equation models. Zbl 06224983Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 24 2013 DNA microarray experiments: biological and technological aspects. Zbl 1210.62197Nguyen, Danh V.; Arpat, A. Bulak; Wang, Naisyin; Carroll, Raymond J. 23 2002 Variances are not always nuisance parameters. Zbl 1210.62147Carroll, Raymond J. 22 2003 On almost sure expansions for M-estimates. Zbl 0376.62034Carroll, Raymond J. 22 1978 Multiple imputation in quantile regression. Zbl 1239.62085Wei, Ying; Ma, Yanyuan; Carroll, Raymond J. 22 2012 A semiparametric mixture approach to case-control studies with errors in covariables. Zbl 0869.62081Roeder, Kathryn; Carroll, Raymond J.; Lindsay, Bruce G. 21 1996 A design-adaptive local polynomial estimator for the errors-in-variables problem. Zbl 1388.62106Delaigle, Aurore; Fan, Jianqing; Carroll, Raymond J. 20 2009 Low order approximations in deconvolution and regression with errors in variables. Zbl 1062.62066Carroll, Raymond J.; Hall, Peter 19 2004 Nonlinear and nonparametric regression and instrumental variables. Zbl 1117.62306Carroll, Raymond J.; Ruppert, David; Crainiceanu, Ciprian M.; Tosteson, Tor D.; Karagas, Margaret R. 19 2004 Case-control studies with errors in covariates. Zbl 0771.62075Carroll, R. J.; Gail, M. H.; Lubin, J. H. 18 1993 Transformations in regression: A robust analysis. Zbl 0558.62032Carroll, R. J.; Ruppert, David 18 1985 Testing and estimating shape-constrained nonparametric density and regression in the presence of measurement error. Zbl 1396.62084Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 18 2011 Analyzing incomplete longitudinal clinical trial data. Zbl 1154.62398Molenberghs, Geert; Thijs, Herbert; Jansen, Ivy; Beunckens, Caroline; Kenward, Michael G.; Mallinckrodt, Craig; Carroll, Raymond J. 18 2004 Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1189.62110Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 17 2010 Locally efficient estimators for semiparametric models with measurement error. Zbl 1171.62324Ma, Yanyuan; Carroll, Raymond J. 17 2006 A semiparametric correction for attenuation. Zbl 0810.62042Sepanski, J. H.; Knickerbocker, R.; Carroll, R. J. 16 1994 A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error. Zbl 1234.62131Yi, Grace Y.; Ma, Yanyuan; Carroll, Raymond J. 16 2012 Variance function partially linear single-index models. Zbl 1414.62301Lian, Heng; Liang, Hua; Carroll, Raymond J. 16 2015 Model averaging based on Kullback-Leibler distance. Zbl 1377.62089Zhang, Xinyu; Zou, Guohua; Carroll, Raymond J. 15 2015 On sequential density estimation. Zbl 0321.62091Carroll, R. J. 15 1976 Conditional and unconditional categorical regression models with missing covariates. Zbl 1060.62662Satten, Glen A.; Carroll, Raymond J. 15 2000 Quasilikelihood estimation in measurement error models with correlated replicates. Zbl 0875.62333Wang, Naisyin; Carroll, R. J.; Liang, Kung-Yee 14 1996 Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. Zbl 1209.62078Mallick, Bani; Hoffman, F. Owen; Carroll, Raymond J. 14 2002 Variance functions and the minimum detectable concentration in assays. Zbl 0651.62100Davidian, M.; Carroll, R. J.; Smith, W. 14 1988 Shrinkage estimators for robust and efficient inference in haplotype-based case-control studies. Zbl 1388.62054Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 14 2009 On meta-analytic assessment of surrogate outcomes. Zbl 1072.62657Gail, Mitchell H.; Pfeiffer, Ruth; van Houwelingen, Hans C.; Carroll, Raymond J. 14 2000 A comparison between maximum likelihood and generalized least squares in a heteroscedastic linear model. Zbl 0514.62079Carroll, R. J.; Ruppert, David 14 1982 On prediction and the power transformation family. Zbl 0492.62058Carroll, R. J.; Ruppert, David 14 1981 Prospective analysis of logistic case-control studies. Zbl 0820.62092Carroll, R. J.; Wang, Suojin; Wang, C. Y. 14 1995 Deconvolution-based score tests in measurement error models. Zbl 0724.62070Stefanski, Leonard A.; Carroll, Raymond J. 14 1991 Covariate-adjusted linear mixed effects model with an application to longitudinal data. Zbl 1145.62032Nguyen, Danh V.; Şentürk, Damla; Carroll, Raymond J. 14 2008 On robust estimation in logistic case-control studies. Zbl 0770.62024Wang, C. Y.; Carroll, R. J. 13 1993 Fitting heteroscedastic regression models. Zbl 0796.62055Welsh, A. H.; Carroll, R. J.; Ruppert, D. 13 1994 Semiparametric Bayesian analysis of matched case-control studies with missing exposure. Zbl 1117.62426Sinha, Samiran; Mukherjee, Bhramar; Ghosh, Malay; Mallick, Bani K.; Carroll, Raymond J. 13 2005 The limiting distribution of least squares in an errors-in-variables regression model. Zbl 0623.62015Gleser, Leon Jay; Carroll, Raymond J.; Gallo, Paul P. 12 1987 Semiparametric quasilikelihood and variance function estimation in measurement error models. Zbl 0780.62038Sepanski, J. H.; Carroll, R. J. 12 1993 Sparse semiparametric canonical correlation analysis for data of mixed types. Zbl 1451.62051Yoon, Grace; Carroll, Raymond J.; Gaynanova, Irina 2 2020 Parsimonious model averaging with a diverging number of parameters. Zbl 1445.62047Zhang, Xinyu; Zou, Guohua; Liang, Hua; Carroll, Raymond J. 2 2020 A robust and efficient approach to causal inference based on sparse sufficient dimension reduction. Zbl 1420.62178Ma, Shujie; Zhu, Liping; Zhang, Zhiwei; Tsai, Chih-Ling; Carroll, Raymond J. 5 2019 A hybrid omnibus test for generalized semiparametric single-index models with high-dimensional covariate sets. Zbl 1436.62655Xu, 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 1436.62633Siddique, Juned; Daniels, Michael J.; Carroll, Raymond J.; Raghunathan, Trivellore E.; Stuart, Elizabeth A.; Freedman, Laurence S. 1 2019 Bayesian semiparametric multivariate density deconvolution. Zbl 1398.62083Sarkar, Abhra; Pati, Debdeep; Chakraborty, Antik; Mallick, Bani K.; Carroll, Raymond J. 3 2018 A powerful Bayesian test for equality of means in high dimensions. Zbl 1409.62122Zoh, Roger S.; Sarkar, Abhra; Carroll, Raymond J.; Mallick, Bani K. 2 2018 Additive function-on-function regression. Zbl 07498981Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David 1 2018 Inference in a survival cure model with mismeasured covariates using a simulation-extrapolation approach. Zbl 07072180Bertrand, Aurelie; Legrand, Catherine; Carroll, Raymond J.; de Meester, Christophe; Van Keilegom, Ingrid 4 2017 Estimation and inference of error-prone covariate effect in the presence of confounding variables. Zbl 1359.62190Liu, Jianxuan; Ma, Yanyuan; Zhu, Liping; Carroll, Raymond J. 2 2017 Data integration with high dimensionality. Zbl 07072205Gao, Xin; Carroll, Raymond J. 2 2017 SiAM: a hybrid of single index models and additive models. Zbl 1364.62096Ma, Shujie; Lian, Heng; Liang, Hua; Carroll, Raymond J. 1 2017 On the impact of model selection on predictor identification and parameter inference. Zbl 1417.62195Pfeiffer, Ruth M.; Redd, Andrew; Carroll, Raymond J. 1 2017 PCAN: probabilistic correlation analysis of two non-normal data sets. Zbl 1390.62325Zoh, Roger S.; Mallick, Bani; Ivanov, Ivan; Baladandayuthapani, Veera; Manyam, Ganiraju; Chapkin, Robert S.; Lampe, Johanna W.; Carroll, Raymond J. 2 2016 A bivariate measurement error model for semicontinuous and continuous variables: application to nutritional epidemiology. Zbl 1393.62074Kipnis, Victor; Freedman, Laurence S.; Carroll, Raymond J.; Midthune, Douglas 2 2016 Exact sampling of the unobserved covariates in Bayesian spline models for measurement error problems. Zbl 1358.62039Bhadra, Anindya; Carroll, Raymond J. 1 2016 Spatial regression with covariate measurement error: a semiparametric approach. Zbl 1390.62271Huque, Md Hamidul; Bondell, Howard D.; Carroll, Raymond J.; Ryan, Louise M. 1 2016 Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements. Zbl 1328.62160De la Cruz, Rolando; Meza, Cristian; Arribas-Gil, Ana; Carroll, Raymond J. 1 2016 Semiparametric estimation in the secondary analysis of case-control studies. Zbl 1411.62326Ma, Yanyuan; Carroll, Raymond J. 1 2016 A two-sample test for equality of means in high dimension. Zbl 1373.62274Gregory, Karl Bruce; Carroll, Raymond J.; Baladandayuthapani, Veerabhadran; Lahiri, Soumendra N. 29 2015 Variance function partially linear single-index models. Zbl 1414.62301Lian, Heng; Liang, Hua; Carroll, Raymond J. 16 2015 Model averaging based on Kullback-Leibler distance. Zbl 1377.62089Zhang, Xinyu; Zou, Guohua; Carroll, Raymond J. 15 2015 Significance tests for functional data with complex dependence structure. Zbl 1307.62128Staicu, Ana-Maria; Lahiri, Soumen N.; Carroll, Raymond J. 9 2015 Functional and structural methods with mixed measurement error and misclassification in covariates. Zbl 1373.62385Yi, Grace Y.; Ma, Yanyuan; Spiegelman, Donna; Carroll, Raymond J. 7 2015 Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates. Zbl 1323.62033Ma, Shujie; Carroll, Raymond J.; Liang, Hua; Xu, Shizhong 5 2015 On the selection of ordinary differential equation models with application to predator-prey dynamical models. Zbl 1419.62489Zhang, Xinyu; Cao, Jiguo; Carroll, Raymond J. 2 2015 Hierarchical functional data with mixed continuous and binary measurements. Zbl 1393.62076Li, Haocheng; Staudenmayer, John; Carroll, Raymond J. 6 2014 Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors. Zbl 1393.62097Sarkar, Abhra; Mallick, Bani K.; Carroll, Raymond J. 2 2014 Estimating the distribution of dietary consumption patterns. Zbl 1332.62406Carroll, Raymond J. 2 2014 Selecting the number of principal components in functional data. Zbl 1288.62102Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 28 2013 Parameter estimation of partial differential equation models. Zbl 06224983Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 24 2013 Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier. Zbl 1292.62059Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 7 2013 Multilevel cross-dependent binary longitudinal data. Zbl 1419.62440Serban, Nicoleta; Staicu, Ana-Maria; Carroll, Raymond J. 7 2013 A study of Mexican free-tailed bat chirp syllables: Bayesian functional mixed models for nonstationary acoustic time series. Zbl 06195957Martinez, Josue G.; Bohn, Kirsten M.; Carroll, Raymond J.; Morris, Jeffrey S. 6 2013 Using shared genetic controls in studies of gene-environment interactions. Zbl 1284.62650Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 1 2013 A simultaneous confidence band for sparse longitudinal regression. Zbl 1417.62088Ma, Shujie; Yang, Lijian; Carroll, Raymond J. 27 2012 Multiple imputation in quantile regression. Zbl 1239.62085Wei, Ying; Ma, Yanyuan; Carroll, Raymond J. 22 2012 A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error. Zbl 1234.62131Yi, Grace Y.; Ma, Yanyuan; Carroll, Raymond J. 16 2012 Deconvolution when classifying noisy data involving transformations. Zbl 1443.62304Carroll, Raymond; Delaigle, Aurore; Hall, Peter 3 2012 Variogram estimation in the presence of trend. Zbl 1383.62165Bliznyuk, 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 1447.92422Gautam, R.; Kulow, M.; Döpfer, D.; Kaspar, C.; Gonzales, T.; Pertzborn, K. M.; Carroll, R. J.; Grant, W.; Ivanek, R. 1 2012 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 59 2011 Testing and estimating shape-constrained nonparametric density and regression in the presence of measurement error. Zbl 1396.62084Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 18 2011 A new multivariate measurement error model with zero-inflated dietary data, and its application to dietary assessment. Zbl 1223.62167Zhang, 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. 9 2011 A Bayesian approach to the detection of small low emission sources. Zbl 1228.62035Xun, Xiaolei; Mallick, Bani; Carroll, Raymond J.; Kuchment, Peter 6 2011 Local and omnibus goodness-of-fit tests in classical measurement error models. Zbl 1411.62192Ma, Yanyuan; Hart, Jeffrey D.; Janicki, Ryan; Carroll, Raymond J. 4 2011 Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. Zbl 1245.62149Lobach, Iryna; Mallick, Bani; Carroll, Raymond J. 3 2011 How to estimate the measurement error variance associated with ancestry proportion estimates. Zbl 1245.62135Divers, Jasmin; Redden, David T.; Carroll, Raymond J.; Allison, David B. 1 2011 Testing for constant nonparametric effects in general semiparametric regression models with interactions. Zbl 1217.62056Wei, Jiawei; Carroll, Raymond J.; Maity, Arnab 1 2011 Density estimation in several populations with uncertain population membership. Zbl 1229.62043Ma, Yanyuan; Hart, Jeffrey D.; Carroll, Raymond J. 1 2011 Generalized functional linear models with semiparametric single-index interactions. Zbl 1392.62095Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 29 2010 Advanced Markov chain Monte Carlo methods. Learning from past samples. Zbl 1209.62009Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 29 2010 Generalized empirical likelihood methods for analyzing longitudinal data. Zbl 1183.62060Wang, Suojin; Qian, Lianfen; Carroll, Raymond J. 26 2010 Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1189.62110Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 17 2010 Semiparametric Bayesian analysis of nutritional epidemiology data in the presence of measurement error. Zbl 1192.62092Sinha, Samiran; Mallick, Bani K.; Kipnis, Victor; Carroll, Raymond J. 6 2010 Fast methods for spatially correlated multilevel functional data. Zbl 1437.62610Staicu, Ana-Maria; Crainiceanu, Ciprian M.; Carroll, Raymond J. 5 2010 Bayesian modeling of MPSS data: gene expression analysis of bovine salmonella infection. Zbl 1390.62251Dhavala, Soma S.; Datta, Sujay; Mallick, Bani K.; Carroll, Raymond J.; Khare, Sangeeta; Lawhon, Sara D.; Adams, L. Garry 1 2010 Rejoinder: Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1334.62097Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 1 2010 Marginal longitudinal semiparametric regression via penalized splines. Zbl 1190.62085Kadiri, M. Al; Carroll, R. J.; Wand, M. P. 1 2010 Semiparametric regression during 2003–2007. Zbl 1326.62094Ruppert, David; Wand, M. P.; Carroll, Raymond J. 43 2009 Semiparametric estimation of fixed-effects panel data varying coefficient models. Zbl 1190.62075Sun, Yiguo; Carroll, Raymond J.; Li, Dingding 41 2009 Quantile regression with measurement error. Zbl 1388.62210Wei, Ying; Carroll, Raymond J. 24 2009 A design-adaptive local polynomial estimator for the errors-in-variables problem. Zbl 1388.62106Delaigle, Aurore; Fan, Jianqing; Carroll, Raymond J. 20 2009 Shrinkage estimators for robust and efficient inference in haplotype-based case-control studies. Zbl 1388.62054Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 14 2009 Nonparametric additive regression for repeatedly measured data. Zbl 1163.62028Carroll, Raymond J.; Maity, Arnab; Mammen, Enno; Yu, Kyusang 11 2009 Nonparametric prediction in measurement error models. Zbl 1388.62075Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 10 2009 SIMEX and standard error estimation in semiparametric measurement error models. Zbl 1326.62072Apanasovich, Tatiyana V.; Carroll, Raymond J.; Maity, Arnab 9 2009 Modeling data with excess zeros and measurement error: application to evaluating relationships between episodically consumed foods and health outcomes. Zbl 1181.62182Kipnis, 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. 8 2009 Testing in semiparametric models with interaction, with applications to gene-environment interactions. Zbl 05691132Maity, Arnab; Carroll, Raymond J.; Mammen, Enno; Chatterjee, Nilanjan 8 2009 Variance estimation in the analysis of microarray data. Zbl 1248.62221Wang, Yuedong; Ma, Yanyuan; Carroll, Raymond J. 7 2009 Analysis of case-control association studies: SNPs, imputation and haplotypes. Zbl 1329.62421Chatterjee, Nilanjan; Chen, Yi-Hau; Luo, Sheng; Carroll, Raymond J. 4 2009 Covariate adjusted correlation analysis with application to FMR1 premutation female carrier data. Zbl 1172.62040Şentürk, 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 1185.92074Martinez, 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 1418.62158Henderson, Daniel J.; Carroll, Raymond J.; Li, Qi 68 2008 Joint modelling of paired sparse functional data using principal components. Zbl 1437.62676Zhou, Lan; Huang, Jianhua Z.; Carroll, Raymond J. 36 2008 Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Zbl 1274.62715Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. 27 2008 Covariate-adjusted linear mixed effects model with an application to longitudinal data. Zbl 1145.62032Nguyen, Danh V.; Şentürk, Damla; Carroll, Raymond J. 14 2008 Nonparametric variance estimation in the analysis of microarray data: a measurement error approach. Zbl 1437.62408Carroll, Raymond J.; Wang, Yuedong 8 2008 Aberrant crypt foci and semiparametric modeling of correlated binary data. Zbl 1137.62073Apanasovich, Tatiyana V.; Ruppert, David; Lupton, Joanne R.; Popovic, Natasa; Turner, Nancy D.; Chapkin, Robert S.; Carroll, Raymond J. 6 2008 Retrospective analysis of haplotype-based case-control studies under a flexible model for gene-environment association. Zbl 1274.62743Chen, Yi-Hau; Chatterjee, Nilanjan; Carroll, Raymond J. 4 2008 Combining assays for estimating prevalence of human herpesvirus 8 infection using multivariate mixture models. Zbl 1274.62855Pfeiffer, 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 1274.62829Lobach, 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 1223.62046Liang, Hua; Wang, Suojin; Carroll, Raymond J. 73 2007 Stochastic approximation in Monte Carlo computation. Zbl 1226.65002Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 54 2007 An asymptotic theory for model selection inference in general semiparametric problems. Zbl 1132.62032Claeskens, Gerda; Carroll, Raymond J. 30 2007 Efficient estimation of population-level summaries in general semiparametric regression models. Zbl 1284.62264Maity, Arnab; Ma, Yanyuan; Carroll, Raymond J. 8 2007 Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments. Zbl 1147.62036Li, Yehua; Wang, Naisyin; Hong, Meeyoung; Turner, Nancy D.; Lupton, Joanne R.; Carroll, Raymond J. 8 2007 Backfitting versus profiling in general criterion functions. Zbl 1128.62054Van Keilegom, Ingrid; Carroll, Raymond J. 8 2007 Shared uncertainty in measurement error problems, with application to Nevada test site fallout data. Zbl 1136.62081Li, Yehua; Guolo, Annamaria; Hoffman, F. Owen; Carroll, Raymond J. 1 2007 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063Carroll, Raymond J.; Ruppert, David; Stefanski, Leonhard A.; Crainiceanu, Ciprian M. 404 2006 Wavelet-based functional mixed models. Zbl 1110.62053Morris, Jeffrey S.; Carroll, Raymond J. 90 2006 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026Lin, Xihong; Carroll, Raymond J. 52 2006 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049Wei, Ying; He, Xuming 43 2006 Locally efficient estimators for semiparametric models with measurement error. Zbl 1171.62324Ma, Yanyuan; Carroll, Raymond J. 17 2006 On estimation in binary autologistic spatial models. Zbl 1088.62069Sherman, Michael; Apanasovich, Tatiyana V.; Carroll, Raymond J. 12 2006 Seemingly unrelated measurement error models, with application to nutritional epidemiology. Zbl 1091.62110Carroll, Raymond J.; Midthune, Douglas; Freedman, Laurence S.; Kipnis, Victor 9 2006 Efficient semiparametric marginal estimation for longitudinal/clustered data. Zbl 1117.62440Wang, Naisyin; Carroll, Raymond J.; Lin, Xihong 72 2005 Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies. Zbl 1094.62136Chatterjee, Nilanjan; Carroll, Raymond J. 29 2005 Semiparametric Bayesian analysis of matched case-control studies with missing exposure. Zbl 1117.62426Sinha, Samiran; Mukherjee, Bhramar; Ghosh, Malay; Mallick, Bani K.; Carroll, Raymond J. 13 2005 Estimation in partially linear models with missing covariates. Zbl 1117.62385Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 71 2004 ...and 131 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 5,100 Authors 75 Carroll, Raymond James 51 Liang, Hua 48 Lian, Heng 47 Zhu, Lixing 40 You, Jinhong 38 Xue, Liugen 38 Zhang, Riquan 37 Huang, Zhensheng 36 Wang, Qihua 35 Li, Gaorong 27 Zhu, Zhongyi 26 Ruppert, David 25 Kauermann, Goran 25 Kneib, Thomas 25 Wand, Matthew P. 24 Hall, Peter Gavin 24 Molenberghs, Geert 22 Cui, Hengjian 22 Song, Weixing 21 Crăiniceanu, Ciprian-Mugur 21 Fan, Guoliang 21 Li, Runze 21 Liang, Hanying 21 Ma, Yanyuan 21 Zhou, Yong 20 Delaigle, Aurore 20 Wang, Suojin 20 Yi, Grace Yun 19 Liang, Faming 19 Van Keilegom, Ingrid 18 Feng, Sanying 18 Huggins, Richard M. 18 Jurečková, Jana 18 Lin, Jinguan 18 Tang, Niansheng 18 Yang, Lijian 17 Fan, Jianqing 17 Gai, Yujie 17 Sun, Liuquan 17 Yang, Hu 17 Zhao, Weihua 16 Boente, Graciela 16 Lin, Lu 16 Müller, Hans-Georg 16 Saracco, Jérôme 16 Zhu, Liping 15 Härdle, Wolfgang Karl 15 Meister, Alexander 15 Peng, Heng 15 Qin, Guoyou 15 Sutradhar, Brajendra Chandra 14 Bianco, Ana M. 14 Bolfarine, Heleno 14 Chen, Gemai 14 Coull, Brent A. 14 Greven, Sonja 14 Hu, Yingyao 14 Lin, Huazhen 14 Staicu, Ana-Maria 14 Stefanski, Leonard A. 14 Xia, Yingcun 13 Dette, Holger 13 Hu, Xuemei 13 Hwang, Wen-Han 13 Kukush, Oleksandr Georgiĭovych 13 Lai, Peng 13 Linton, Oliver Bruce 13 Ma, Shujie 13 Mallick, Bani K. 13 Marra, Giampiero 13 Morris, Jeffrey S. 13 Song, Xinyuan 13 Xu, Wangli 13 Yang, Yiping 13 Zhao, Peixin 12 Aerts, Marc 12 Davidian, Marie 12 Du, Jiang 12 Feng, Zhenghui 12 Gijbels, Irène 12 Li, Yehua 12 Lin, Xihong 12 Maity, Arnab Kumar 12 Tian, Maozai 12 Verbeke, Geert N. 12 Wang, Li 12 Zhou, Haibo 12 Zhou, Xian 12 Zhou, Xiao-Hua Andrew 11 Cao, Jiguo 11 Cui, Xia 11 Freedman, Laurence S. 11 Huang, Xianzheng 11 Huang, Yangxin 11 Kim, Inyoung 11 Kipnis, Victor 11 Koul, Hira Lal 11 Shi, Jianhong 11 Sinha, Samiran 11 Sun, Zhihua ...and 5,000 more Authors all top 5 Cited in 246 Serials 327 Computational Statistics and Data Analysis 286 Biometrics 255 Journal of Statistical Planning and Inference 218 Journal of Multivariate Analysis 189 Communications in Statistics. 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