Edit Profile (opens in new tab) Ruppert, David Compute Distance To: Compute Author ID: ruppert.david Published as: Ruppert, David; Ruppert, D. Documents Indexed: 112 Publications since 1979, including 8 Books 1 Further Contribution Co-Authors: 107 Co-Authors with 102 Joint Publications 2,887 Co-Co-Authors all top 5 Co-Authors 9 single-authored 33 Carroll, Raymond James 12 Wand, Matthew P. 9 Crăiniceanu, Ciprian-Mugur 7 Liang, Hua 5 Thurston, Sally W. 4 Holst, Ulla 4 Hössjer, Ola G. 4 Li, Yingxing 4 Matteson, David S. 3 Opsomer, Jean-Didier 3 Staicu, Ana-Maria 3 Stefanski, Leonard A. 3 Xiao, Luo 3 Yu, Yan 2 Apanasovich, Tatiyana V. 2 Apley, Daniel W. 2 Berry, Scott M. 2 Davidson, Philip W. 2 Englund, Jan-Eric 2 Frees, Edward W. 2 Lian, Heng 2 Love, Tanzy M. T. 2 Marron, James Stephen 2 Risk, Benjamin B. 2 Shoemaker, Christine A. 2 Simpson, Douglas G. 2 Soiaporn, Kunlaya 2 Staudenmayer, John 2 Staum, Jeremy 2 Wang, Naisyin 2 Wang, Xiao 2 Welsh, Alan H. 2 Yang, Ran 2 Zhang, Xinyu 1 Aldershof, Brian 1 Bliznyuk, Nikolay 1 Buonaccorsi, John P. 1 Caffo, Brian S. 1 Cao, Jiguo 1 Chapkin, Robert S. 1 Chen, Feifei 1 Chen, Victoria C. P. 1 Chernoff, David F. 1 Claeskens, Gerda 1 Cline, Daren B. H. 1 Coull, Brent A. 1 Cowen, Mark E. 1 Eloyan, Ani 1 Fang, Yixin 1 Giltinan, David M. 1 Halasyamani, Lakshmi 1 Hall, Peter Gavin 1 Harezlak, Jaroslaw 1 Hattab, Mohammad Wasef 1 Hauser, Russ 1 He, Xuming 1 Henderson, Shane G. 1 Holt, Robert N. jun. 1 Hooker, Giles 1 Hwang, J. T. Gene 1 Jarrow, Robert Alan 1 Jones, Michael Chris 1 Karagas, Margaret R. 1 Karunamuni, Rohana J. 1 Kauermann, Goran 1 Kim, Janet S. 1 Kohn, Robert J. 1 Kong, Linglong 1 Kowal, Daniel R. 1 Liu, Anna 1 Loredo, Thomas J. 1 Lupton, Joanne R. 1 Maca, Jeffrey D. 1 Maity, Arnab Kumar 1 McLean, Mathew W. 1 Nettleton, Dan 1 Ning, Yang 1 Nychka, Douglas W. 1 Parise, Helen 1 Park, Byeong Uk 1 Pere, Anneli 1 Popovic, Natasa 1 Qin, Yongsong 1 Reich, Daniel S. 1 Rudemo, Mats 1 Ryan, Louise M. 1 Salibian-Barrera, Matias 1 Schellhase, Christian 1 Sharef, Emmanuel 1 Sheather, Simon J. 1 Shen, Jinglai 1 Signorini, D. F. 1 Spiegelman, Donna 1 Steckley, Samuel G. 1 Strawderman, Robert L. 1 Streibig, Jens Carl 1 Stromberg, Arnold J. 1 Sun, Zhihua 1 Swan, S. H. 1 Tang, Qingguo ...and 13 more Co-Authors all top 5 Serials 22 Journal of the American Statistical Association 12 The Annals of Statistics 10 Biometrics 6 Scandinavian Journal of Statistics 6 Biometrika 6 Statistica Sinica 5 Electronic Journal of Statistics 4 Technometrics 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 4 Journal of Computational and Graphical Statistics 3 Journal of Statistical Planning and Inference 3 Monographs on Statistics and Applied Probability 3 Statistics and Computing 3 Springer Texts in Statistics 2 Journal of the Royal Statistical Society. Series B 2 Journal of Agricultural, Biological, and Environmental Statistics 1 The American Statistician 1 The Annals of Probability 1 The Australian Journal of Statistics 1 Journal of Multivariate Analysis 1 Operations Research 1 Stochastic Processes and their Applications 1 Computational Statistics and Data Analysis 1 Journal of Nonparametric Statistics 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 The Annals of Applied Statistics 1 Bayesian Analysis 1 Use R! all top 5 Fields 112 Statistics (62-XX) 13 Numerical analysis (65-XX) 6 Probability theory and stochastic processes (60-XX) 3 Operations research, mathematical programming (90-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Biology and other natural sciences (92-XX) 2 General and overarching topics; collections (00-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 97 Publications have been cited 3,979 times in 3,079 Documents Cited by ▼ Year ▼ Semiparametric regression. Zbl 1038.62042Ruppert, David; Wand, M. P.; Carroll, R. J. 624 2003 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063Carroll, Raymond J.; Ruppert, David; Stefanski, Leonhard A.; Crainiceanu, Ciprian M. 382 2006 Measurement error in nonlinear models. Zbl 0853.62048Carroll, R. J.; Ruppert, D.; Stefanski, L. A. 295 1995 Multivariate locally weighted least squares regression. Zbl 0821.62020Ruppert, D.; Wand, M. P. 270 1994 An effective bandwidth selector for local least squares regression. Zbl 0868.62034Ruppert, D.; Sheather, S. J.; Wand, M. P. 221 1995 Penalized spline estimation for partially linear single-index models. Zbl 1045.62035Yu, Yan; Ruppert, David 219 2002 Transformation and weighting in regression. Zbl 0666.62062Carroll, Raymond J.; Ruppert, David 191 1988 Trimmed least squares estimation in the linear model. Zbl 0459.62055Ruppert, David; Carroll, Raymond J. 116 1980 Fitting a bivariate additive model by local polynomial regression. Zbl 0869.62026Opsomer, Jean D.; Ruppert, David 102 1997 Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027Crainiceanu, Ciprian M.; Ruppert, David 83 2004 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104Simpson, D. G.; Ruppert, D.; Carroll, R. J. 77 1992 Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation. Zbl 1067.62531Ruppert, David 75 1997 Transformations in density estimation. (With discussions). Zbl 0742.62046Wand, M. P.; Marron, J. S.; Ruppert, D. 66 1991 Local polynomial variance-function estimation. Zbl 0891.62029Ruppert, David; Wand, M. P.; Holst, Ulla; Hössjer, Ola 60 1997 Robust estimation in heteroscedastic linear models. Zbl 0497.62034Carroll, Raymond J.; Ruppert, David 51 1982 Additive partial linear models with measurement errors. Zbl 1437.62526Liang, Hua; Thurston, Sally W.; Ruppert, David; Apanasovich, Tatiyana; Hauser, Russ 49 2008 On the asymptotics of penalized splines. Zbl 1437.62540Li, Yingxing; Ruppert, David 48 2008 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046Marron, J. S.; Ruppert, D. 47 1994 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 45 1999 Bias reduction in kernel density estimation by smoothed empirical transformations. Zbl 0795.62042Ruppert, David; Cline, Daren B. H. 43 1994 Semiparametric regression during 2003–2007. Zbl 1326.62094Ruppert, David; Wand, M. P.; Carroll, Raymond J. 43 2009 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049Wei, Ying; He, Xuming 42 2006 Exact likelihood ratio tests for penalised splines. Zbl 1068.62021Crainiceanu, Ciprian; Ruppert, David; Claeskens, Gerda; Wand, M. P. 42 2005 Optimally bounded score functions for generalized linear models with applications to logistic regression. Zbl 0616.62043Stefanski, Leonard A.; Carroll, Raymond J.; Ruppert, David 41 1986 Bayesian smoothing and regression splines for measurement error problems. Zbl 1073.62524Berry, Scott M.; Carroll, Raymond J.; Ruppert, David 41 2002 Almost sure approximations to the Robbins-Monro and Kiefer-Wolfowitz processes with dependent noise. Zbl 0485.62083Ruppert, David 37 1982 A fully automated bandwidth selection method for fitting additive models. Zbl 0953.62034Opsomer, Jean D.; Ruppert, David 26 1998 Density estimation in the presence of heteroscedastic measurement error. Zbl 1471.62319Staudenmayer, John; Ruppert, David; Buonaccorsi, John P. 26 2008 Applying experimental design and regression splines to high-dimensional continuous-state stochastic dynamic programming. Zbl 0979.90094Chen, Victoria C. P.; Ruppert, David; Shoemaker, Christine A. 26 1999 Simple incorporation of interactions into additive models. Zbl 1209.62352Coull, Brent A.; Ruppert, David; Wand, M. P. 25 2001 Breakdown in nonlinear regression. Zbl 0765.62067Stromberg, Arnold J.; Ruppert, David 24 1992 Empirical likelihood-based inferences for generalized partially linear models. Zbl 1197.62092Liang, Hua; Qin, Yongsong; Zhang, Xinyu; Ruppert, David 21 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 Transformations in regression: A robust analysis. Zbl 0558.62032Carroll, R. J.; Ruppert, David 18 1985 Likelihood ratio tests for dependent data with applications to longitudinal and functional data analysis. Zbl 1305.62182Staicu, Ana-Maria; Li, Yingxing; Crainiceanu, Ciprian M.; Ruppert, David 15 2014 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 Exploring the information in \(p\)-values for the analysis and planning of multiple-test experiments. Zbl 1152.62087Ruppert, David; Nettleton, Dan; Hwang, J. T. Gene 14 2007 Fast bivariate \(P\)-splines: the sandwich smoother. Zbl 1411.62109Xiao, Luo; Li, Yingxing; Ruppert, David 14 2013 Random-effect models in nonlinear regression with applications to bioassay. Zbl 0715.62253Rudemo, M.; Ruppert, D.; Streibig, J. C. 14 1989 A Newton-Raphson version of the multivariate Robbins-Monro procedure. Zbl 0571.62072Ruppert, David 13 1985 Fitting heteroscedastic regression models. Zbl 0796.62055Welsh, A. H.; Carroll, R. J.; Ruppert, D. 13 1994 Local polynomial regression and simulation - extrapolation. Zbl 1062.62071Staudenmayer, John; Ruppert, David 13 2004 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812Lian, Heng; Liang, Hua; Ruppert, David 12 2015 Simple transformation techniques for improved non-parametric regression. Zbl 0881.62048Park, B. U.; Kim, W. C.; Ruppert, D.; Jones, M. C.; Signorini, D. F.; Kohn, R. 12 1997 Statistics and data analysis for financial engineering. Zbl 1281.62012Ruppert, David 12 2011 What is Kurtosis? An influence function approach. Zbl 0607.62009Ruppert, David 11 1987 The effect of estimating weights in weighted least squares. Zbl 0691.62061Carroll, Raymond J.; Wu, C. F. Jeff; Ruppert, David 11 1988 Some new estimation methods for weighted regression when there are possible outliers. Zbl 0612.62044Giltinan, David M.; Carroll, Raymond J.; Ruppert, David 10 1986 Fast covariance estimation for high-dimensional functional data. Zbl 1342.62094Xiao, Luo; Zipunnikov, Vadim; Ruppert, David; Crainiceanu, Ciprian 10 2016 Statistics and finance. An introduction. Zbl 1049.91083Ruppert, David 10 2004 Incorparation of historical controls using semiparametric mixed models. Zbl 1021.62095Parise, Helen; Wand, M. P.; Ruppert, David; Ryan, Louise 10 2001 On the asymptotics of penalized spline smoothing. Zbl 1274.65012Wang, Xiao; Shen, Jinglai; Ruppert, David 10 2011 Nonparametric estimation of the transformation in the transform-both- sides regression model. Zbl 0826.62028Wang, Naisyin; Ruppert, David 9 1995 Root-\(n\) consistency of penalized spline estimator for partially linear single-index models under general Euclidean space. Zbl 1045.62036Yu, Yan; Ruppert, David 9 2004 Estimating the interest rate term structure of corporate debt with a semiparametric penalized spline model. Zbl 1089.62521Jarrow, Robert; Ruppert, David; Yu, Yan 9 2004 Modeling functional data with spatially heterogeneous shape characteristics. Zbl 1251.62050Staicu, Ana-Maria; Crainiceanu, Ciprian M.; Reich, Daniel S.; Ruppert, David 9 2012 Asymptotics for the transformation kernel density estimator. Zbl 0839.62043Hössjer, Ola; Ruppert, David 8 1995 Recursive estimators for stationary, strong mixing processes - a representation theorem and asymptotic distributions. Zbl 0697.62079Englund, Jan-Eric; Holst, Ulla; Ruppert, David 8 1989 Restricted likelihood ratio tests in nonparametric longitudinal models. Zbl 1073.62041Crainiceanu, Ciprian M.; Ruppert, David 8 2004 Bayesian adaptive B-spline estimation in proportional hazards frailty models. Zbl 1329.62406Sharef, Emmanuel; Strawderman, Robert L.; Ruppert, David; Cowen, Mark; Halasyamani, Lakshmi 8 2010 Flexible copula density estimation with penalized hierarchical B-splines. Zbl 1364.62084Kauermann, Göran; Schellhase, Christian; Ruppert, David 8 2013 M-estimation for discrete data: Asymptotic distribution theory and implications. Zbl 0652.62011Simpson, Douglas G.; Carroll, Raymond J.; Ruppert, David 7 1987 Equivalence of regression calibration methods in main study/external validation study designs. Zbl 1014.62085Thurston, Sally W.; Spiegelman, Donna; Ruppert, David 7 2003 On robust tests for heteroscedasticity. Zbl 0453.62029Carroll, Raymond J.; Ruppert, David 7 1981 Estimation of regression parameters in a semiparametric transformation model. Zbl 0960.62511Wang, Naisyin; Ruppert, David 6 1996 Dynamic shrinkage processes. Zbl 1428.62397Kowal, Daniel R.; Matteson, David S.; Ruppert, David 6 2019 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 Restricted likelihood ratio tests for linearity in scalar-on-function regression. Zbl 1332.62250McLean, Mathew W.; Hooker, Giles; Ruppert, David 6 2015 Optimal prediction in an additive functional model. Zbl 06503811Wang, Xiao; Ruppert, David 5 2015 Correcting for kurtosis in density estimation. Zbl 0751.62019Ruppert, D.; Wand, M. P. 5 1992 Likelihood ratio tests for goodness-of-fit of a nonlinear regression model. Zbl 1051.62057Crainiceanu, Ciprian M.; Ruppert, David 5 2004 Recursive M-estimators of location and scale for dependent sequences. Zbl 0666.62038Englund, Jan-Eric; Holst, Ulla; Ruppert, David 5 1988 Transformations to symmetry and homoscedasticity. Zbl 0679.62050Ruppert, David; Aldershof, Brian 5 1989 Sequential nonparametric age replacement policies. Zbl 0583.62088Frees, Edward W.; Ruppert, David 5 1985 Linear non-Gaussian component analysis via maximum likelihood. Zbl 1478.62155Risk, Benjamin B.; Matteson, David S.; Ruppert, David 5 2019 An evaluation of independent component analyses with an application to resting-state fMRI. Zbl 1419.62430Risk, Benjamin B.; Matteson, David S.; Ruppert, David; Eloyan, Ani; Caffo, Brian S. 5 2014 Estimation following a sequentially designed experiment. Zbl 0741.62075Frees, Edward W.; Ruppert, David 4 1990 Nonparametric transformations for both sides of a regression model. Zbl 0827.62037Nychka, Douglas; Ruppert, David 4 1995 Bayesian models for multiple outcomes nested in domains. Zbl 1181.62184Thurston, Sally W.; Ruppert, David; Davidson, Philip W. 4 2009 Variance function additive partial linear models. Zbl 1329.62199Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David 3 2015 Selection strategy for covariance structure of random effects in linear mixed-effects models. Zbl 1364.62182Zhang, Xinyu; Liang, Hua; Liu, Anna; Ruppert, David; Zou, Guohua 3 2016 Statistics and data analysis for financial engineering. With R examples. 2nd ed. Zbl 1310.62002Ruppert, David; Matteson, David S. 3 2015 Diagnostics and robust estimation when transforming the regression model and the response. Zbl 0641.62023Carroll, R. J.; Ruppert, David 3 1987 Taylor series approximations of transformation kernel density estimators. Zbl 1380.62151Hössjer, Ola; Ruppert, David 3 1994 Assessing the skill of yes/no predictions. Zbl 1079.62106Briggs, William; Ruppert, David 3 2005 Kriging with nonparametric variance function estimation. Zbl 1059.62746Opsomer, J. D.; Ruppert, D.; Wand, M. P.; Holst, U.; Hössjer, O. 3 1999 Semiparametric regression with R. Zbl 1430.62002Harezlak, Jaroslaw; Ruppert, David; Wand, Matt P. 3 2018 Estimating the density of a conditional expectation. Zbl 1419.62077Steckley, Samuel G.; Henderson, Shane G.; Ruppert, David; Yang, Ran; Apley, Daniel W.; Staum, Jeremy 2 2016 A new dynamic stochastic approximation procedure. Zbl 0427.62059Ruppert, David 2 1979 Data transformations in regression analysis with applications to stock- recruitment relationships. Zbl 0585.62115Ruppert, David; Carroll, Raymond J. 1 1985 Latent factor regression models for grouped outcomes. Zbl 1429.62631Woodard, D. B.; Love, T. M. T.; Thurston, S. W.; Ruppert, D.; Sathyanarayana, S.; Swan, S. H. 1 2013 Multilevel Bayesian framework for modeling the production, propagation and detection of ultra-high energy cosmic rays. Zbl 1454.62536Soiaporn, Kunlaya; Chernoff, David; Loredo, Thomas; Ruppert, David; Wasserman, Ira 1 2013 A projection-based consistent test incorporating dimension-reduction in partially linear models. Zbl 1475.62172Sun, Zhihua; Chen, Feifei; Liang, Hua; Ruppert, David 1 2021 Additive function-on-function regression. Zbl 07498981Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David 1 2018 Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885Zhang, Tao; Ning, Yang; Ruppert, David 1 2021 A projection-based consistent test incorporating dimension-reduction in partially linear models. Zbl 1475.62172Sun, Zhihua; Chen, Feifei; Liang, Hua; Ruppert, David 1 2021 Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885Zhang, Tao; Ning, Yang; Ruppert, David 1 2021 Dynamic shrinkage processes. Zbl 1428.62397Kowal, Daniel R.; Matteson, David S.; Ruppert, David 6 2019 Linear non-Gaussian component analysis via maximum likelihood. Zbl 1478.62155Risk, Benjamin B.; Matteson, David S.; Ruppert, David 5 2019 Semiparametric regression with R. Zbl 1430.62002Harezlak, Jaroslaw; Ruppert, David; Wand, Matt P. 3 2018 Additive function-on-function regression. Zbl 07498981Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David 1 2018 Fast covariance estimation for high-dimensional functional data. Zbl 1342.62094Xiao, Luo; Zipunnikov, Vadim; Ruppert, David; Crainiceanu, Ciprian 10 2016 Selection strategy for covariance structure of random effects in linear mixed-effects models. Zbl 1364.62182Zhang, Xinyu; Liang, Hua; Liu, Anna; Ruppert, David; Zou, Guohua 3 2016 Estimating the density of a conditional expectation. Zbl 1419.62077Steckley, Samuel G.; Henderson, Shane G.; Ruppert, David; Yang, Ran; Apley, Daniel W.; Staum, Jeremy 2 2016 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812Lian, Heng; Liang, Hua; Ruppert, David 12 2015 Restricted likelihood ratio tests for linearity in scalar-on-function regression. Zbl 1332.62250McLean, Mathew W.; Hooker, Giles; Ruppert, David 6 2015 Optimal prediction in an additive functional model. Zbl 06503811Wang, Xiao; Ruppert, David 5 2015 Variance function additive partial linear models. Zbl 1329.62199Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David 3 2015 Statistics and data analysis for financial engineering. With R examples. 2nd ed. Zbl 1310.62002Ruppert, David; Matteson, David S. 3 2015 Likelihood ratio tests for dependent data with applications to longitudinal and functional data analysis. Zbl 1305.62182Staicu, Ana-Maria; Li, Yingxing; Crainiceanu, Ciprian M.; Ruppert, David 15 2014 An evaluation of independent component analyses with an application to resting-state fMRI. Zbl 1419.62430Risk, Benjamin B.; Matteson, David S.; Ruppert, David; Eloyan, Ani; Caffo, Brian S. 5 2014 Fast bivariate \(P\)-splines: the sandwich smoother. Zbl 1411.62109Xiao, Luo; Li, Yingxing; Ruppert, David 14 2013 Flexible copula density estimation with penalized hierarchical B-splines. Zbl 1364.62084Kauermann, Göran; Schellhase, Christian; Ruppert, David 8 2013 Latent factor regression models for grouped outcomes. Zbl 1429.62631Woodard, D. B.; Love, T. M. T.; Thurston, S. W.; Ruppert, D.; Sathyanarayana, S.; Swan, S. H. 1 2013 Multilevel Bayesian framework for modeling the production, propagation and detection of ultra-high energy cosmic rays. Zbl 1454.62536Soiaporn, Kunlaya; Chernoff, David; Loredo, Thomas; Ruppert, David; Wasserman, Ira 1 2013 Modeling functional data with spatially heterogeneous shape characteristics. Zbl 1251.62050Staicu, Ana-Maria; Crainiceanu, Ciprian M.; Reich, Daniel S.; Ruppert, David 9 2012 Statistics and data analysis for financial engineering. Zbl 1281.62012Ruppert, David 12 2011 On the asymptotics of penalized spline smoothing. Zbl 1274.65012Wang, Xiao; Shen, Jinglai; Ruppert, David 10 2011 Bayesian adaptive B-spline estimation in proportional hazards frailty models. Zbl 1329.62406Sharef, Emmanuel; Strawderman, Robert L.; Ruppert, David; Cowen, Mark; Halasyamani, Lakshmi 8 2010 Semiparametric regression during 2003–2007. Zbl 1326.62094Ruppert, David; Wand, M. P.; Carroll, Raymond J. 43 2009 Empirical likelihood-based inferences for generalized partially linear models. Zbl 1197.62092Liang, Hua; Qin, Yongsong; Zhang, Xinyu; Ruppert, David 21 2009 Bayesian models for multiple outcomes nested in domains. Zbl 1181.62184Thurston, Sally W.; Ruppert, David; Davidson, Philip W. 4 2009 Additive partial linear models with measurement errors. Zbl 1437.62526Liang, Hua; Thurston, Sally W.; Ruppert, David; Apanasovich, Tatiyana; Hauser, Russ 49 2008 On the asymptotics of penalized splines. Zbl 1437.62540Li, Yingxing; Ruppert, David 48 2008 Density estimation in the presence of heteroscedastic measurement error. Zbl 1471.62319Staudenmayer, John; Ruppert, David; Buonaccorsi, John P. 26 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 Exploring the information in \(p\)-values for the analysis and planning of multiple-test experiments. Zbl 1152.62087Ruppert, David; Nettleton, Dan; Hwang, J. T. Gene 14 2007 Measurement error in nonlinear models: a modern perspective. 2nd ed. Zbl 1119.62063Carroll, Raymond J.; Ruppert, David; Stefanski, Leonhard A.; Crainiceanu, Ciprian M. 382 2006 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049Wei, Ying; He, Xuming 42 2006 Exact likelihood ratio tests for penalised splines. Zbl 1068.62021Crainiceanu, Ciprian; Ruppert, David; Claeskens, Gerda; Wand, M. P. 42 2005 Assessing the skill of yes/no predictions. Zbl 1079.62106Briggs, William; Ruppert, David 3 2005 Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027Crainiceanu, Ciprian M.; Ruppert, David 83 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 Local polynomial regression and simulation - extrapolation. Zbl 1062.62071Staudenmayer, John; Ruppert, David 13 2004 Statistics and finance. An introduction. Zbl 1049.91083Ruppert, David 10 2004 Root-\(n\) consistency of penalized spline estimator for partially linear single-index models under general Euclidean space. Zbl 1045.62036Yu, Yan; Ruppert, David 9 2004 Estimating the interest rate term structure of corporate debt with a semiparametric penalized spline model. Zbl 1089.62521Jarrow, Robert; Ruppert, David; Yu, Yan 9 2004 Restricted likelihood ratio tests in nonparametric longitudinal models. Zbl 1073.62041Crainiceanu, Ciprian M.; Ruppert, David 8 2004 Likelihood ratio tests for goodness-of-fit of a nonlinear regression model. Zbl 1051.62057Crainiceanu, Ciprian M.; Ruppert, David 5 2004 Semiparametric regression. Zbl 1038.62042Ruppert, David; Wand, M. P.; Carroll, R. J. 624 2003 Equivalence of regression calibration methods in main study/external validation study designs. Zbl 1014.62085Thurston, Sally W.; Spiegelman, Donna; Ruppert, David 7 2003 Penalized spline estimation for partially linear single-index models. Zbl 1045.62035Yu, Yan; Ruppert, David 219 2002 Bayesian smoothing and regression splines for measurement error problems. Zbl 1073.62524Berry, Scott M.; Carroll, Raymond J.; Ruppert, David 41 2002 Simple incorporation of interactions into additive models. Zbl 1209.62352Coull, Brent A.; Ruppert, David; Wand, M. P. 25 2001 Incorparation of historical controls using semiparametric mixed models. Zbl 1021.62095Parise, Helen; Wand, M. P.; Ruppert, David; Ryan, Louise 10 2001 Nonparametric regression in the presence of measurement error. Zbl 0938.62039Carroll, Raymond J.; Maca, Jeffrey D.; Ruppert, David 45 1999 Applying experimental design and regression splines to high-dimensional continuous-state stochastic dynamic programming. Zbl 0979.90094Chen, Victoria C. P.; Ruppert, David; Shoemaker, Christine A. 26 1999 Kriging with nonparametric variance function estimation. Zbl 1059.62746Opsomer, J. D.; Ruppert, D.; Wand, M. P.; Holst, U.; Hössjer, O. 3 1999 Local estimating equations. Zbl 0910.62033Carroll, Raymond J.; Ruppert, David; Welsh, Alan H. 45 1998 A fully automated bandwidth selection method for fitting additive models. Zbl 0953.62034Opsomer, Jean D.; Ruppert, David 26 1998 Fitting a bivariate additive model by local polynomial regression. Zbl 0869.62026Opsomer, Jean D.; Ruppert, David 102 1997 Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation. Zbl 1067.62531Ruppert, David 75 1997 Local polynomial variance-function estimation. Zbl 0891.62029Ruppert, David; Wand, M. P.; Holst, Ulla; Hössjer, Ola 60 1997 Simple transformation techniques for improved non-parametric regression. Zbl 0881.62048Park, B. U.; Kim, W. C.; Ruppert, D.; Jones, M. C.; Signorini, D. F.; Kohn, R. 12 1997 Estimation of regression parameters in a semiparametric transformation model. Zbl 0960.62511Wang, Naisyin; Ruppert, David 6 1996 Measurement error in nonlinear models. Zbl 0853.62048Carroll, R. J.; Ruppert, D.; Stefanski, L. A. 295 1995 An effective bandwidth selector for local least squares regression. Zbl 0868.62034Ruppert, D.; Sheather, S. J.; Wand, M. P. 221 1995 Nonparametric estimation of the transformation in the transform-both- sides regression model. Zbl 0826.62028Wang, Naisyin; Ruppert, David 9 1995 Asymptotics for the transformation kernel density estimator. Zbl 0839.62043Hössjer, Ola; Ruppert, David 8 1995 Nonparametric transformations for both sides of a regression model. Zbl 0827.62037Nychka, Douglas; Ruppert, David 4 1995 Multivariate locally weighted least squares regression. Zbl 0821.62020Ruppert, D.; Wand, M. P. 270 1994 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046Marron, J. S.; Ruppert, D. 47 1994 Bias reduction in kernel density estimation by smoothed empirical transformations. Zbl 0795.62042Ruppert, David; Cline, Daren B. H. 43 1994 Fitting heteroscedastic regression models. Zbl 0796.62055Welsh, A. H.; Carroll, R. J.; Ruppert, D. 13 1994 Taylor series approximations of transformation kernel density estimators. Zbl 1380.62151Hössjer, Ola; Ruppert, David 3 1994 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104Simpson, D. G.; Ruppert, D.; Carroll, R. J. 77 1992 Breakdown in nonlinear regression. Zbl 0765.62067Stromberg, Arnold J.; Ruppert, David 24 1992 Correcting for kurtosis in density estimation. Zbl 0751.62019Ruppert, D.; Wand, M. P. 5 1992 Transformations in density estimation. (With discussions). Zbl 0742.62046Wand, M. P.; Marron, J. S.; Ruppert, D. 66 1991 Estimation following a sequentially designed experiment. Zbl 0741.62075Frees, Edward W.; Ruppert, David 4 1990 Random-effect models in nonlinear regression with applications to bioassay. Zbl 0715.62253Rudemo, M.; Ruppert, D.; Streibig, J. C. 14 1989 Recursive estimators for stationary, strong mixing processes - a representation theorem and asymptotic distributions. Zbl 0697.62079Englund, Jan-Eric; Holst, Ulla; Ruppert, David 8 1989 Transformations to symmetry and homoscedasticity. Zbl 0679.62050Ruppert, David; Aldershof, Brian 5 1989 Transformation and weighting in regression. Zbl 0666.62062Carroll, Raymond J.; Ruppert, David 191 1988 The effect of estimating weights in weighted least squares. Zbl 0691.62061Carroll, Raymond J.; Wu, C. F. Jeff; Ruppert, David 11 1988 Recursive M-estimators of location and scale for dependent sequences. Zbl 0666.62038Englund, Jan-Eric; Holst, Ulla; Ruppert, David 5 1988 What is Kurtosis? An influence function approach. Zbl 0607.62009Ruppert, David 11 1987 M-estimation for discrete data: Asymptotic distribution theory and implications. Zbl 0652.62011Simpson, Douglas G.; Carroll, Raymond J.; Ruppert, David 7 1987 Diagnostics and robust estimation when transforming the regression model and the response. Zbl 0641.62023Carroll, R. J.; Ruppert, David 3 1987 Optimally bounded score functions for generalized linear models with applications to logistic regression. Zbl 0616.62043Stefanski, Leonard A.; Carroll, Raymond J.; Ruppert, David 41 1986 Some new estimation methods for weighted regression when there are possible outliers. Zbl 0612.62044Giltinan, David M.; Carroll, Raymond J.; Ruppert, David 10 1986 Transformations in regression: A robust analysis. Zbl 0558.62032Carroll, R. J.; Ruppert, David 18 1985 A Newton-Raphson version of the multivariate Robbins-Monro procedure. Zbl 0571.62072Ruppert, David 13 1985 Sequential nonparametric age replacement policies. Zbl 0583.62088Frees, Edward W.; Ruppert, David 5 1985 Data transformations in regression analysis with applications to stock- recruitment relationships. Zbl 0585.62115Ruppert, David; Carroll, Raymond J. 1 1985 Robust estimation in heteroscedastic linear models. Zbl 0497.62034Carroll, Raymond J.; Ruppert, David 51 1982 Almost sure approximations to the Robbins-Monro and Kiefer-Wolfowitz processes with dependent noise. Zbl 0485.62083Ruppert, David 37 1982 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 On robust tests for heteroscedasticity. Zbl 0453.62029Carroll, Raymond J.; Ruppert, David 7 1981 Trimmed least squares estimation in the linear model. Zbl 0459.62055Ruppert, David; Carroll, Raymond J. 116 1980 A new dynamic stochastic approximation procedure. Zbl 0427.62059Ruppert, David 2 1979 all cited Publications top 5 cited Publications all top 5 Cited by 3,973 Authors 54 Carroll, Raymond James 36 Liang, Hua 33 Ruppert, David 33 Wand, Matthew P. 32 Lian, Heng 29 Huang, Zhensheng 29 Zhu, Lixing 28 Zhang, Riquan 27 Kauermann, Goran 26 Kneib, Thomas 21 Song, Weixing 21 Van Keilegom, Ingrid 20 Crăiniceanu, Ciprian-Mugur 20 Li, Gaorong 19 Hall, Peter Gavin 18 Härdle, Wolfgang Karl 18 Huggins, Richard M. 18 Mammen, Enno 18 Park, Byeong Uk 17 Delaigle, Aurore 16 Cui, Hengjian 16 Jurečková, Jana 15 Gijbels, Irène 15 Nielsen, Jens Perch 15 Xue, Liugen 15 Yi, Grace Yun 14 Greven, Sonja 14 Sperlich, Stefan 14 Staicu, Ana-Maria 14 Zhou, Yong 13 Coull, Brent A. 13 Fan, Jianqing 13 Hwang, Wen-Han 13 Jones, Michael Chris 13 Lin, Lu 13 Marra, Giampiero 13 Opsomer, Jean-Didier 13 You, Jinhong 12 Boente, Graciela 12 Li, Runze 12 Lin, Jinguan 12 Linton, Oliver Bruce 12 Tutz, Gerhard E. 12 Yang, Lijian 12 Zhao, Weihua 11 Davidian, Marie 11 Durban, Maria 11 González-Manteiga, Wenceslao 11 Kukush, Oleksandr Georgiĭovych 11 Maity, Arnab Kumar 11 Welsh, Alan H. 10 Chen, Victoria C. P. 10 Claeskens, Gerda 10 Eilers, Paul H. C. 10 Feng, Zhenghui 10 Francisco-Fernandez, Mario 10 Huang, Yangxin 10 Martins-Filho, Carlos 10 Shi, Jianhong 10 Wang, Qihua 10 Wu, Lang 10 Zhu, Zhongyi 9 Aerts, Marc 9 Banks, Harvey Thomas 9 Birch, Jeffrey B. 9 Bolfarine, Heleno 9 Chen, Gemai 9 Dette, Holger 9 Freedman, Laurence S. 9 Jiang, Rong 9 Kipnis, Victor 9 Koul, Hira Lal 9 Lai, Peng 9 Lang, Stefan M. 9 Lin, Xihong 9 Naito, Kanta 9 Pelletier, Mariane 9 Qian, Weimin 9 Radice, Rosalba 9 Scheipl, Fabian 9 Shklyar, Sergiĭ Volodymyrovych 9 Spiegelman, Donna 9 Stefanski, Leonard A. 9 Stoklosa, Jakub 9 Tang, Niansheng 9 Thoresen, Magne 9 Wang, Ching-Yun 9 Yip, Paul Siu Fai 9 Yu, Keming 9 Zhou, Xian 9 Zhou, Zhangong 8 Bianco, Ana M. 8 Feng, Sanying 8 Feng, Yuanhua 8 Kim, Inyoung 8 Klein, Nadja 8 Laake, Petter 8 Lachos Dávila, Víctor Hugo 8 Lee, Thomas C. M. 8 Li, Yehua ...and 3,873 more Authors all top 5 Cited in 237 Serials 257 Computational Statistics and Data Analysis 182 Biometrics 175 Journal of Statistical Planning and Inference 153 Journal of Multivariate Analysis 128 Journal of Nonparametric Statistics 119 Communications in Statistics. Theory and Methods 118 Statistics & Probability Letters 115 The Annals of Statistics 91 Journal of Econometrics 84 Journal of Statistical Computation and Simulation 72 Journal of Applied Statistics 68 Electronic Journal of Statistics 60 The Canadian Journal of Statistics 60 Annals of the Institute of Statistical Mathematics 55 Scandinavian Journal of Statistics 52 Journal of the American Statistical Association 49 Statistics and Computing 48 Computational Statistics 46 Communications in Statistics. 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Applied Statistics 14 Statistical Methodology 13 Bayesian Analysis 12 Stochastic Processes and their Applications 12 Brazilian Journal of Probability and Statistics 12 Journal of Probability and Statistics 11 Econometric Reviews 11 Science China. Mathematics 10 Kybernetika 10 Mathematical Methods of Statistics 8 The Econometrics Journal 7 Journal of Computational and Applied Mathematics 7 Journal of Time Series Analysis 7 Science in China. Series A 7 Annals of Operations Research 7 Theory of Probability and Mathematical Statistics 7 Methodology and Computing in Applied Probability 7 Biostatistics 7 Journal of Statistical Theory and Practice 6 Economics Letters 6 Applied Stochastic Models in Business and Industry 5 Automatica 5 Computers & Operations Research 5 Statistica Sinica 5 Revista Investigación Operacional 5 Statistical Inference for Stochastic Processes 5 Acta Mathematica Sinica. English Series 5 Statistical Methods in Medical Research 5 Statistical Analysis and Data Mining 5 Statistics Surveys 5 Epidemiologic Methods 4 Applied Mathematics and Computation 4 Statistica Neerlandica 4 American Journal of Mathematical and Management Sciences 4 Journal of Global Optimization 4 Linear Algebra and its Applications 4 Mathematical Problems in Engineering 4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 4 Journal of Machine Learning Research (JMLR) 4 Sankhyā. Series A 4 Sankhyā. Series B 4 Dependence Modeling 4 Modern Stochastics. Theory and Applications 3 Journal of Fluid Mechanics 3 Lithuanian Mathematical Journal 3 Mathematical Biosciences 3 Ukrainian Mathematical Journal 3 Bulletin of Mathematical Biology 3 Information Sciences 3 International Statistical Review 3 Metron 3 Statistica 3 Chinese Annals of Mathematics. Series B 3 Sequential Analysis 3 Journal of Economic Dynamics & Control 3 Applied Mathematics Letters 3 Mathematical and Computer Modelling 3 Neural Networks ...and 137 more Serials all top 5 Cited in 36 Fields 2,953 Statistics (62-XX) 636 Numerical analysis (65-XX) 122 Biology and other natural sciences (92-XX) 113 Probability theory and stochastic processes (60-XX) 108 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 62 Operations research, mathematical programming (90-XX) 32 Systems theory; control (93-XX) 30 Computer science (68-XX) 23 Geophysics (86-XX) 13 Harmonic analysis on Euclidean spaces (42-XX) 11 Approximations and expansions (41-XX) 9 Functional analysis (46-XX) 6 Partial differential equations (35-XX) 6 Fluid mechanics (76-XX) 6 Information and communication theory, circuits (94-XX) 5 Ordinary differential equations (34-XX) 5 Dynamical systems and ergodic theory (37-XX) 4 General and overarching topics; collections (00-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Mechanics of deformable solids (74-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Differential geometry (53-XX) 3 Optics, electromagnetic theory (78-XX) 3 Classical thermodynamics, heat transfer (80-XX) 2 Quantum theory (81-XX) 2 Relativity and gravitational theory (83-XX) 2 Astronomy and astrophysics (85-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Special functions (33-XX) 1 Integral transforms, operational calculus (44-XX) 1 Integral equations (45-XX) 1 Operator theory (47-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mathematics education (97-XX) Citations by Year