Edit Profile Carroll, Raymond James Compute Distance To: Compute Author ID: carroll.raymond-j Published as: Carrol, Raymond J.; Carroll, R. J.; Carroll, Raymond; Carroll, Raymond J. Homepage: https://www.stat.tamu.edu/~carroll/ External Links: MGP · Wikidata · dblp · GND Documents Indexed: 277 Publications since 1975, including 7 Books Biographic References: 1 Publication all top 5 Co-Authors 25 single-authored 31 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 Turner, Nancy D. 7 Wang, Ching-Yun 6 Chapkin, Robert S. 6 Delaigle, Aurore 6 Maity, Arnab Kumar 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 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 Staicu, Ana-Maria 3 Tooze, Janet A. 3 Wang, Yuedong 3 Wei, Ying 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 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 179 more Co-Authors all top 5 Serials 59 Journal of the American Statistical Association 43 Biometrics 28 Biometrika 19 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 Agricultural, Biological, and Environmental Statistics 1 Statistics and Computing 1 Bayesian Analysis 1 Wiley Series in Probability and Statistics all top 5 Fields 273 Statistics (62-XX) 43 Numerical analysis (65-XX) 34 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 218 Publications have been cited 5,868 times in 3,838 Documents Cited by ▼ Year ▼ Semiparametric regression. Zbl 1038.62042Ruppert, David; Wand, M. P.; Carroll, R. J. 597 2003 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063Carroll, Raymond J.; Ruppert, David; Stefanski, Leonhard A.; Crainiceanu, Ciprian M. 357 2006 Generalized partially linear single-index models. Zbl 0890.62053Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P. 317 1997 Measurement error in nonlinear models. Zbl 0853.62048Carroll, R. J.; Ruppert, D.; Stefanski, L. A. 294 1995 Transformation and weighting in regression. Zbl 0666.62062Carroll, Raymond J.; Ruppert, David 197 1988 Optimal rates of convergence for deconvolving a density. Zbl 0673.62033Carroll, Raymond J.; Hall, Peter 184 1988 Deconvoluting kernel density estimators. Zbl 0697.62035Stefanski, Leonard; Carroll, Raymond J. 176 1990 Estimation in a semiparametric partially linear errors-in-variables model. Zbl 0977.62036Liang, Hua; Härdle, Wolfgang; Carroll, Raymond J. 160 1999 Semiparametric regression for clustered data using generalized estimating equations. Zbl 1072.62566Lin, Xihong; Carroll, Raymond J. 108 2001 Trimmed least squares estimation in the linear model. Zbl 0459.62055Ruppert, David; Carroll, Raymond J. 108 1980 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. 103 1988 Nonparametric function estimation for clustered data when the predictor is measured without/with error. Zbl 0995.62043Lin, Xihong; Carroll, Raymond J. 102 2000 Wavelet-based functional mixed models. Zbl 1110.62053Morris, Jeffrey S.; Carroll, Raymond J. 75 2006 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104Simpson, D. G.; Ruppert, D.; Carroll, R. J. 74 1992 Variance function estimation. Zbl 0648.62076Davidian, M.; Carroll, R. J. 72 1987 Adapting for heteroscedasticity in linear models. Zbl 0571.62058Carroll, Raymond J. 66 1982 Efficient semiparametric marginal estimation for longitudinal/clustered data. Zbl 1117.62440Wang, Naisyin; Carroll, Raymond J.; Lin, Xihong 63 2005 Estimation in partially linear models with missing covariates. Zbl 1117.62385Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 63 2004 Partially linear models with missing response variables and error-prone covariates. Zbl 1223.62046Liang, Hua; Wang, Suojin; Carroll, Raymond J. 62 2007 Conditional scores and optimal scores for generalized linear measurement-error models. Zbl 0632.62052Stefanski, Leonard A.; Carroll, Raymond J. 62 1987 A note on the efficiency of sandwich covariance matrix estimation. Zbl 1073.62539Kauermann, Göran; Carroll, Raymond J. 60 2001 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. 60 1989 Nonparametric estimation and testing of fixed effects panel data models. Zbl 1418.62158Henderson, Daniel J.; Carroll, Raymond J.; Li, Qi 58 2008 An asymptotic theory for sliced inverse regression. Zbl 0821.62019Hsing, Tailen; Carroll, Raymond J. 56 1992 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 51 2011 Robust estimation in heteroscedastic linear models. Zbl 0497.62034Carroll, Raymond J.; Ruppert, David 51 1982 Covariate measurement error in logistic regression. Zbl 0582.62061Stefanski, Leonard A.; Carroll, Raymond J. 49 1985 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026Lin, Xihong; Carroll, Raymond J. 47 2006 Stochastic approximation in Monte Carlo computation. Zbl 1226.65002Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 46 2007 Local estimating equations. Zbl 0910.62033Carroll, Raymond J.; Ruppert, David; Welsh, Alan H. 45 1998 Nonparametric regression in the presence of measurement error. Zbl 0938.62039Carroll, Raymond J.; Maca, Jeffrey D.; Ruppert, David 44 1999 Semiparametric estimation in logistic measurement error models. Zbl 0800.62220Carroll, R. J.; Wand, M. P. 42 1991 Bayesian smoothing and regression splines for measurement error problems. Zbl 1073.62524Berry, Scott M.; Carroll, Raymond J.; Ruppert, David 40 2002 On robustness in the logistic regression model. Zbl 0794.62021Carroll, R. J.; Pederson, Shane 40 1993 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. 40 1984 Marginal longitudinal nonparametric regression: Locality and efficiency of spline and kernel methods. Zbl 1073.62529Welsh, Alan H.; Lin, Xihong; Carroll, Raymond J. 39 2002 Variance function estimation in regression: The effect of estimating the mean. Zbl 0672.62053Hall, Peter; Carroll, R. J. 39 1989 More efficient local polynomial estimation in nonparametric regression with autocorrelated errors. Zbl 1043.62075Xiao, Zhijie; Linton, Oliver B.; Carroll, Raymond J.; Mammen, Enno 38 2003 Optimally bounded score functions for generalized linear models with applications to logistic regression. Zbl 0616.62043Stefanski, Leonard A.; Carroll, Raymond J.; Ruppert, David 37 1986 Semiparametric regression during 2003–2007. Zbl 1326.62094Ruppert, David; Wand, M. P.; Carroll, Raymond J. 36 2009 Semiparametric regression for clustered data. Zbl 0994.62031Lin, Xihong; Carroll, Raymond J. 36 2001 Bias analysis and SIMEX approach in generalized linear mixed measurement error models. Zbl 0906.62069Wang, Naisyin; Lin, Xihong; Gutierrez, Roberto G.; Carroll, Raymond J. 35 1998 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. 33 2003 Joint modelling of paired sparse functional data using principal components. Zbl 1437.62676Zhou, Lan; Huang, Jianhua Z.; Carroll, Raymond J. 32 2008 Semiparametric estimation of fixed-effects panel data varying coefficient models. Zbl 1190.62075Sun, Yiguo; Carroll, Raymond J.; Li, Dingding 30 2009 Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data. Zbl 1132.62321Lin, Xihong; Wang, Naisyin; Welsh, Alan H.; Carroll, Raymond J. 30 2004 Advanced Markov chain Monte Carlo methods. Learning from past samples. Zbl 1209.62009Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 29 2010 An asymptotic theory for model selection inference in general semiparametric problems. Zbl 1132.62032Claeskens, Gerda; Carroll, Raymond J. 29 2007 Flexible parametric measurement error models. Zbl 1059.62625Carroll, Raymond J.; Roeder, Kathryn; Wasserman, Larry 29 1999 Asymptotics for the SIMEX estimator in nonlinear measurement error models. Zbl 0871.62019Carroll, Raymond J.; Küchenhoff, Helmut; Lombard, F.; Stefanski, Leonard A. 29 1996 Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies. Zbl 1094.62136Chatterjee, Nilanjan; Carroll, Raymond J. 28 2005 Generalized functional linear models with semiparametric single-index interactions. Zbl 1392.62095Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 27 2010 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. 27 2003 Nonparametric function estimation of the relationship between two repeatedly measured variables. Zbl 0970.62023Ruckstuhl, A. F.; Welsh, A. H.; Carroll, R. J. 26 2000 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. 25 2008 Local linear regression for generalized linear models with missing data. Zbl 1073.62548Wang, C. Y.; Wang, Suojin; Gutierrez, Roberto G.; Carroll, R. J. 24 1998 Generalized empirical likelihood methods for analyzing longitudinal data. Zbl 1183.62060Wang, Suojin; Qian, Lianfen; Carroll, Raymond J. 23 2010 Profile-kernel versus backfitting in the partially linear models for longitudinal/clustered data. Zbl 1210.62086Hu, Zonghui; Wang, Naisyin; Carroll, Raymond J. 23 2004 DNA microarray experiments: biological and technological aspects. Zbl 1210.62197Nguyen, Danh V.; Arpat, A. Bulak; Wang, Naisyin; Carroll, Raymond J. 23 2002 On almost sure expansions for M-estimates. Zbl 0376.62034Carroll, Raymond J. 23 1978 A simultaneous confidence band for sparse longitudinal regression. Zbl 1417.62088Ma, Shujie; Yang, Lijian; Carroll, Raymond J. 22 2012 Variances are not always nuisance parameters. Zbl 1210.62147Carroll, Raymond J. 22 2003 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002Carroll, Raymond J.; Li, Ker-Chau 22 1992 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 two-sample test for equality of means in high dimension. Zbl 1373.62274Gregory, Karl Bruce; Carroll, Raymond J.; Baladandayuthapani, Veerabhadran; Lahiri, Soumendra N. 19 2015 Selecting the number of principal components in functional data. Zbl 1288.62102Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 19 2013 Parameter estimation of partial differential equation models. Zbl 06224983Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 19 2013 A design-adaptive local polynomial estimator for the errors-in-variables problem. Zbl 1388.62106Delaigle, Aurore; Fan, Jianqing; Carroll, Raymond J. 19 2009 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 Multiple imputation in quantile regression. Zbl 1239.62085Wei, Ying; Ma, Yanyuan; Carroll, Raymond J. 18 2012 Case-control studies with errors in covariates. Zbl 0771.62075Carroll, R. J.; Gail, M. H.; Lubin, J. H. 18 1993 Quantile regression with measurement error. Zbl 1388.62210Wei, Ying; Carroll, Raymond J. 17 2009 Analyzing incomplete longitudinal clinical trial data. Zbl 1154.62398Molenberghs, Geert; Thijs, Herbert; Jansen, Ivy; Beunckens, Caroline; Kenward, Michael G.; Mallinckrodt, Craig; Carroll, Raymond J. 17 2004 Low order approximations in deconvolution and regression with errors in variables. Zbl 1062.62066Carroll, Raymond J.; Hall, Peter 17 2004 Transformations in regression: A robust analysis. Zbl 0558.62032Carroll, R. J.; Ruppert, David 17 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 15 2011 Locally efficient estimators for semiparametric models with measurement error. Zbl 1171.62324Ma, Yanyuan; Carroll, Raymond J. 15 2006 Conditional and unconditional categorical regression models with missing covariates. Zbl 1060.62662Satten, Glen A.; Carroll, Raymond J. 15 2000 A semiparametric correction for attenuation. Zbl 0810.62042Sepanski, J. H.; Knickerbocker, R.; Carroll, R. J. 15 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. 14 2012 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 estimation in binary autologistic spatial models. Zbl 1088.62069Sherman, Michael; Apanasovich, Tatiyana V.; Carroll, Raymond J. 14 2006 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 On meta-analytic assessment of surrogate outcomes. Zbl 1072.62657Gail, Mitchell H.; Pfeiffer, Ruth; van Houwelingen, Hans C.; Carroll, Raymond J. 14 2000 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 Variance functions and the minimum detectable concentration in assays. Zbl 0651.62100Davidian, M.; Carroll, R. J.; Smith, W. 14 1988 On prediction and the power transformation family. Zbl 0492.62058Carroll, R. J.; Ruppert, David 14 1981 Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1189.62110Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 13 2010 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 Quasilikelihood estimation in measurement error models with correlated replicates. Zbl 0875.62333Wang, Naisyin; Carroll, R. J.; Liang, Kung-Yee 13 1996 A comparison between maximum likelihood and generalized least squares in a heteroscedastic linear model. Zbl 0514.62079Carroll, R. J.; Ruppert, David 13 1982 On sequential density estimation. Zbl 0321.62091Carroll, R. J. 13 1976 Model averaging based on Kullback-Leibler distance. Zbl 1377.62089Zhang, Xinyu; Zou, Guohua; Carroll, Raymond J. 12 2015 Covariate-adjusted linear mixed effects model with an application to longitudinal data. Zbl 1145.62032Nguyen, Danh V.; Şentürk, Damla; Carroll, Raymond J. 12 2008 Polynomial regression and estimating functions in the presence of multiplicative measurement error. Zbl 0924.62071Iturria, Stephen J.; Carroll, Raymond J.; Firth, David 12 1999 Semiparametric quasilikelihood and variance function estimation in measurement error models. Zbl 0780.62038Sepanski, J. H.; Carroll, R. J. 12 1993 On robust estimation in logistic case-control studies. Zbl 0770.62024Wang, C. Y.; Carroll, R. J. 12 1993 Analysis of tomato root initiation using a normal mixture distribution. Zbl 0875.62505Gutierrez, Roberto G.; Carroll, Raymond J.; Wang, Naisyin; Lee, Gyung-Hee; Taylor, Brian H. 11 1995 Fitting heteroscedastic regression models. Zbl 0796.62055Welsh, A. H.; Carroll, R. J.; Ruppert, D. 11 1994 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. 2 2019 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 2 2017 Data integration with high dimensionality. Zbl 07072205Gao, Xin; Carroll, Raymond J. 1 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. 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 Semiparametric estimation in the secondary analysis of case-control studies. Zbl 1411.62326Ma, Yanyuan; 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 Exact sampling of the unobserved covariates in Bayesian spline models for measurement error problems. Zbl 1358.62039Bhadra, Anindya; 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. 19 2015 Model averaging based on Kullback-Leibler distance. Zbl 1377.62089Zhang, Xinyu; Zou, Guohua; Carroll, Raymond J. 12 2015 Significance tests for functional data with complex dependence structure. Zbl 1307.62128Staicu, Ana-Maria; Lahiri, Soumen N.; Carroll, Raymond J. 7 2015 Variance function partially linear single-index models. Zbl 1414.62301Lian, Heng; Liang, Hua; Carroll, Raymond J. 6 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. 5 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 3 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. 3 2014 Estimating the distribution of dietary consumption patterns. Zbl 1332.62406Carroll, Raymond J. 1 2014 Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors. Zbl 1393.62097Sarkar, Abhra; Mallick, Bani K.; Carroll, Raymond J. 1 2014 Selecting the number of principal components in functional data. Zbl 1288.62102Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 19 2013 Parameter estimation of partial differential equation models. Zbl 06224983Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 19 2013 Multilevel cross-dependent binary longitudinal data. Zbl 1419.62440Serban, Nicoleta; Staicu, Ana-Maria; Carroll, Raymond J. 6 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 5 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. 5 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. 22 2012 Multiple imputation in quantile regression. Zbl 1239.62085Wei, Ying; Ma, Yanyuan; Carroll, Raymond J. 18 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. 14 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 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 51 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 15 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. 7 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. 3 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 Density estimation in several populations with uncertain population membership. Zbl 1229.62043Ma, Yanyuan; Hart, Jeffrey D.; Carroll, Raymond J. 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 Advanced Markov chain Monte Carlo methods. Learning from past samples. Zbl 1209.62009Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 29 2010 Generalized functional linear models with semiparametric single-index interactions. Zbl 1392.62095Li, Yehua; Wang, Naisyin; Carroll, Raymond J. 27 2010 Generalized empirical likelihood methods for analyzing longitudinal data. Zbl 1183.62060Wang, Suojin; Qian, Lianfen; Carroll, Raymond J. 23 2010 Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Zbl 1189.62110Carroll, Raymond J.; Chen, Xiaohong; Hu, Yingyao 13 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. 2 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 Semiparametric regression during 2003–2007. Zbl 1326.62094Ruppert, David; Wand, M. P.; Carroll, Raymond J. 36 2009 Semiparametric estimation of fixed-effects panel data varying coefficient models. Zbl 1190.62075Sun, Yiguo; Carroll, Raymond J.; Li, Dingding 30 2009 A design-adaptive local polynomial estimator for the errors-in-variables problem. Zbl 1388.62106Delaigle, Aurore; Fan, Jianqing; Carroll, Raymond J. 19 2009 Quantile regression with measurement error. Zbl 1388.62210Wei, Ying; Carroll, Raymond J. 17 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 prediction in measurement error models. Zbl 1388.62075Carroll, Raymond J.; Delaigle, Aurore; Hall, Peter 10 2009 Nonparametric additive regression for repeatedly measured data. Zbl 1163.62028Carroll, Raymond J.; Maity, Arnab; Mammen, Enno; Yu, Kyusang 9 2009 SIMEX and standard error estimation in semiparametric measurement error models. Zbl 1326.62072Apanasovich, Tatiyana V.; Carroll, Raymond J.; Maity, Arnab 7 2009 Variance estimation in the analysis of microarray data. Zbl 1248.62221Wang, Yuedong; Ma, Yanyuan; Carroll, Raymond J. 7 2009 Testing in semiparametric models with interaction, with applications to gene-environment interactions. Zbl 05691132Maity, Arnab; Carroll, Raymond J.; Mammen, Enno; Chatterjee, Nilanjan 7 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. 7 2009 Analysis of case-control association studies: SNPs, imputation and haplotypes. Zbl 1329.62421Chatterjee, Nilanjan; Chen, Yi-Hau; Luo, Sheng; Carroll, Raymond J. 3 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 58 2008 Joint modelling of paired sparse functional data using principal components. Zbl 1437.62676Zhou, Lan; Huang, Jianhua Z.; Carroll, Raymond J. 32 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. 25 2008 Covariate-adjusted linear mixed effects model with an application to longitudinal data. Zbl 1145.62032Nguyen, Danh V.; Şentürk, Damla; Carroll, Raymond J. 12 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. 62 2007 Stochastic approximation in Monte Carlo computation. Zbl 1226.65002Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. 46 2007 An asymptotic theory for model selection inference in general semiparametric problems. Zbl 1132.62032Claeskens, Gerda; Carroll, Raymond J. 29 2007 Backfitting versus profiling in general criterion functions. Zbl 1128.62054Van Keilegom, Ingrid; 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. 7 2007 Efficient estimation of population-level summaries in general semiparametric regression models. Zbl 1284.62264Maity, Arnab; Ma, Yanyuan; Carroll, Raymond J. 7 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. 357 2006 Wavelet-based functional mixed models. Zbl 1110.62053Morris, Jeffrey S.; Carroll, Raymond J. 75 2006 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026Lin, Xihong; Carroll, Raymond J. 47 2006 Locally efficient estimators for semiparametric models with measurement error. Zbl 1171.62324Ma, Yanyuan; Carroll, Raymond J. 15 2006 On estimation in binary autologistic spatial models. Zbl 1088.62069Sherman, Michael; Apanasovich, Tatiyana V.; Carroll, Raymond J. 14 2006 Seemingly unrelated measurement error models, with application to nutritional epidemiology. Zbl 1091.62110Carroll, Raymond J.; Midthune, Douglas; Freedman, Laurence S.; Kipnis, Victor 8 2006 Efficient semiparametric marginal estimation for longitudinal/clustered data. Zbl 1117.62440Wang, Naisyin; Carroll, Raymond J.; Lin, Xihong 63 2005 Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies. Zbl 1094.62136Chatterjee, Nilanjan; Carroll, Raymond J. 28 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. 63 2004 Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data. Zbl 1132.62321Lin, Xihong; Wang, Naisyin; Welsh, Alan H.; Carroll, Raymond J. 30 2004 Profile-kernel versus backfitting in the partially linear models for longitudinal/clustered data. Zbl 1210.62086Hu, Zonghui; Wang, Naisyin; Carroll, Raymond J. 23 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 Analyzing incomplete longitudinal clinical trial data. Zbl 1154.62398Molenberghs, Geert; Thijs, Herbert; Jansen, Ivy; Beunckens, Caroline; Kenward, Michael G.; Mallinckrodt, Craig; Carroll, Raymond J. 17 2004 Low order approximations in deconvolution and regression with errors in variables. Zbl 1062.62066Carroll, Raymond J.; Hall, Peter 17 2004 A new method for dealing with measurement error in explanatory variables of regression models. Zbl 1109.62062Freedman, Laurence S.; Fainberg, Vitaly; Kipnis, Victor; Midthune, Douglas; Carroll, Raymond J. 7 2004 Correlation and marginal longitudinal kernel nonparametric regression. Zbl 1325.62090Linton, Oliver B.; Mammen, Enno; Lin, Xihong; Carroll, Raymond J. 6 2004 Histospline method in nonparametric regression models with application to clustered/longitudinal data. Zbl 1073.62034Carroll, Raymond J.; Hall, Peter; Apanasovich, Tatiyana V.; Lin, Xihong 5 2004 Semiparametric regression. Zbl 1038.62042Ruppert, David; Wand, M. P.; Carroll, R. J. 597 2003 More efficient local polynomial estimation in nonparametric regression with autocorrelated errors. Zbl 1043.62075Xiao, Zhijie; Linton, Oliver B.; Carroll, Raymond J.; Mammen, Enno 38 2003 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. 33 2003 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. 27 2003 Variances are not always nuisance parameters. Zbl 1210.62147Carroll, Raymond J. 22 2003 Semiparametric regression splines in matched case-control studies. Zbl 1274.62804Kim, Inyoung; Cohen, Noah D.; Carroll, Raymond J. 5 2003 ...and 118 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 4,766 Authors 74 Carroll, Raymond James 53 Liang, Hua 47 Lian, Heng 46 Zhu, Lixing 39 You, Jinhong 37 Xue, Liugen 34 Wang, Qihua 32 Li, Gaorong 32 Zhang, Riquan 31 Huang, Zhensheng 27 Zhu, Zhongyi 24 Hall, Peter Gavin 24 Kneib, Thomas 24 Molenberghs, Geert 24 Wand, Matthew P. 22 Cui, Hengjian 22 Kauermann, Goran 21 Liang, Hanying 21 Ruppert, David 21 Zhou, Yong 20 Delaigle, Aurore 19 Crăiniceanu, Ciprian-Mugur 19 Fan, Guoliang 19 Ma, Yanyuan 19 Wang, Suojin 18 Huggins, Richard M. 18 Jurečková, Jana 18 Li, Runze 18 Song, Weixing 18 Tang, Niansheng 17 Fan, Jianqing 17 Yang, Hu 17 Yi, Grace Yun 17 Zhao, Weihua 16 Boente, Graciela 16 Liang, Faming 16 Lin, Lu 16 Müller, Hans-Georg 16 Sun, Liuquan 16 Van Keilegom, Ingrid 15 Härdle, Wolfgang Karl 15 Lin, Jinguan 15 Meister, Alexander 15 Qin, Guoyou 14 Bianco, Ana M. 14 Chen, Gemai 14 Peng, Heng 14 Saracco, Jérôme 14 Stefanski, Leonard A. 14 Sutradhar, Brajendra Chandra 14 Wang, Ching-Yun 14 Yang, Lijian 14 Zhu, Liping 13 Bolfarine, Heleno 13 Greven, Sonja 13 Hu, Xuemei 13 Hwang, Wen-Han 13 Kukush, Oleksandr Georgiĭovych 13 Linton, Oliver Bruce 13 Mallick, Bani K. 13 Marra, Giampiero 13 Xia, Yingcun 13 Zhou, Haibo 12 Aerts, Marc 12 Coull, Brent A. 12 Davidian, Marie 12 Dette, Holger 12 Feng, Sanying 12 Feng, Zhenghui 12 Gijbels, Irène 12 Hu, Yingyao 12 Lai, Peng 12 Lin, Huazhen 12 Lin, Xihong 12 Ma, Shujie 12 Morris, Jeffrey S. 12 Staicu, Ana-Maria 12 Verbeke, Geert N. 12 Zhou, Xian 11 Cao, Jiguo 11 Freedman, Laurence S. 11 Huang, Yangxin 11 Kipnis, Victor 11 Koul, Hira Lal 11 Li, Yehua 11 Sinha, Samiran 11 Song, Xinyuan 11 Wu, Lang 11 Yang, Yiping 11 Yao, Fang 11 Zhao, Peixin 10 Chatterjee, Nilanjan 10 Comte, Fabienne 10 Cui, Xia 10 Du, Jiang 10 Fung, Wing-Kam 10 Huang, Xianzheng 10 Lu, Xuewen 10 Maity, Arnab Kumar 10 Mukherjee, Bhramar ...and 4,666 more Authors all top 5 Cited in 228 Serials 323 Computational Statistics and Data Analysis 286 Biometrics 250 Journal of Statistical Planning and Inference 208 Journal of Multivariate Analysis 157 The Annals of Statistics 149 Statistics & Probability Letters 141 Communications in Statistics. 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Series B (English Edition) 3 Journal of Mathematical Sciences (New York) 3 Mathematical Problems in Engineering 3 Abstract and Applied Analysis ...and 128 more Serials all top 5 Cited in 39 Fields 3,709 Statistics (62-XX) 844 Numerical analysis (65-XX) 195 Biology and other natural sciences (92-XX) 136 Probability theory and stochastic processes (60-XX) 91 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 35 Operations research, mathematical programming (90-XX) 34 Systems theory; control (93-XX) 33 Harmonic analysis on Euclidean spaces (42-XX) 33 Computer science (68-XX) 27 Geophysics (86-XX) 13 Partial differential equations (35-XX) 12 Operator theory (47-XX) 11 Functional analysis (46-XX) 9 Approximations and expansions (41-XX) 9 Mechanics of deformable solids (74-XX) 6 Combinatorics (05-XX) 6 Dynamical systems and ergodic theory (37-XX) 5 Integral transforms, operational calculus (44-XX) 4 General and overarching topics; collections (00-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 4 Ordinary differential equations (34-XX) 4 Differential geometry (53-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Integral equations (45-XX) 3 Optics, electromagnetic theory (78-XX) 3 Quantum theory (81-XX) 3 Astronomy and astrophysics (85-XX) 3 Information and communication theory, circuits (94-XX) 2 History and biography (01-XX) 2 Fluid mechanics (76-XX) 2 Relativity and gravitational theory (83-XX) 1 Mathematical logic and foundations (03-XX) 1 Measure and integration (28-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Calculus of variations and optimal control; optimization (49-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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