Edit Profile (opens in new tab) Müller, Hans-Georg Compute Distance To: Compute Author ID: muller.hans-georg Published as: Müller, Hans-Georg; Müller, H.-G.; Müller, H. G.; Muller, Hans-Georg; Muller, H. G. more...less Homepage: http://anson.ucdavis.edu/~mueller/ External Links: MGP Documents Indexed: 173 Publications since 1979, including 2 Books 2 Contributions as Editor Co-Authors: 89 Co-Authors with 151 Joint Publications 2,255 Co-Co-Authors all top 5 Co-Authors 24 single-authored 19 Wang, Jane-Ling 14 Yao, Fang 12 Stadtmüller, Ulrich 11 Chiou, Jeng-Min 7 Hall, Peter Gavin 6 Gasser, Theo 6 Petersen, Alexander M. 6 Şentürk, Damla 6 Song, Kaisheng 5 Dubey, Paromita 4 Chen, Kehui 4 Chen, Yaqing 4 Dai, Xiongtao 4 Mack, Y. P. 4 Tao, Wenwen 4 Yang, Wenjing 3 Capra, William B. 3 Carey, James R. 3 Clifford, Andrew J. 3 Granovsky, Boris L. 3 He, Guozhong 3 Lin, Zhenhua 3 Park, Byeong Uk 3 Prewitt, Kathryn A. 3 Schmitt, Thomas J. 2 Abramson, Ian S. 2 Azari, A. S. 2 Bhattacharjee, Satarupa 2 Braun, Jerome V. 2 Buchholz, Bruce A. 2 Chen, Dong 2 Dawson, Matthew 2 Delaigle, Aurore 2 Dueker, Stephen R. 2 Gajardo, Álvaro 2 Han, Kyunghee 2 Ji, Hao 2 Leng, Xiaoyan 2 Lin, Yumei 2 Peng, Jie 2 Tang, Rong 2 Vogel, John S. 2 Wu, Shuang 2 Wu, Yichao 2 Zhang, Zhen 2 Zhao, Peng-Liang 1 Arribas-Gil, Ana 1 Aston, John A. D. 1 Azari, Rahman 1 Bhattacharya, P. K. 1 Braun, R. K. 1 Brockhoff, Per M. 1 Carlstein, Edward 1 Carroll, Cody 1 Chen, Chun-Jui 1 Chen, Han 1 Chen, Kun 1 Delicado, Pedro F. 1 Deoni, Sean 1 Dubin, Joel A. 1 Eagleson, G. K. 1 Facer, Matthew R. 1 Fan, Jianing 1 Fan, Jianqing 1 Follett, Jennifer 1 Furr, H. C. 1 Gottlieb, Andrea 1 Hadjipantelis, Pantelis Z. 1 Kohler, Walter H. 1 Liu, Bitao 1 Liu, Xueli 1 Lopes, Miles E. 1 Mammitzsch, Volker 1 Molinari, Luciano 1 Moriarty, John 1 Papadopoulos, Nikos T. 1 Patchkovskii, Serguei 1 Paul, Debashis 1 Prader, Andrea 1 Sen, Rituparna 1 Siegmund, David O. 1 Su, Chun-Lung 1 Tabnak, Farzaneh 1 Verzelen, Nicolas 1 Wai, Newton 1 Yan, Xin 1 Yu, Wei 1 Zhang, Ying 1 Zhou, Yidong all top 5 Serials 29 The Annals of Statistics 20 Biometrika 19 Journal of the American Statistical Association 11 Journal of the Royal Statistical Society. Series B. Statistical Methodology 8 Scandinavian Journal of Statistics 7 Biometrics 7 Journal of Multivariate Analysis 7 Statistica Sinica 5 Statistics & Probability Letters 5 Computational Statistics and Data Analysis 4 Sankhyā. Series A. Methods and Techniques 3 Journal of Statistical Planning and Inference 3 Journal of the Royal Statistical Society. Series B 3 Bernoulli 3 Electronic Journal of Statistics 3 The Annals of Applied Statistics 2 Periodica Mathematica Hungarica 2 Statistics & Decisions 2 Test 2 Biostatistics 1 The Canadian Journal of Statistics 1 Computer Physics Communications 1 IEEE Transactions on Information Theory 1 Journal of Mathematical Analysis and Applications 1 Journal of Mathematical Biology 1 Cahiers du Centre d’Études de Recherche Opérationnelle 1 International Statistical Review 1 Journal of Approximation Theory 1 Journal of Econometrics 1 Rendiconti del Seminario Matemàtico e Fisico di Milano 1 Theoretical Population Biology 1 Probability Theory and Related Fields 1 Statistical Science 1 Proceedings of the National Academy of Sciences of the United States of America 1 Stochastic Processes and their Applications 1 Journal of the Korean Statistical Society 1 Institute of Mathematical Statistics Lecture Notes - Monograph Series 1 Lecture Notes in Statistics all top 5 Fields 172 Statistics (62-XX) 24 Numerical analysis (65-XX) 19 Probability theory and stochastic processes (60-XX) 9 Biology and other natural sciences (92-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 2 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Real functions (26-XX) 1 Special functions (33-XX) 1 Partial differential equations (35-XX) 1 Approximations and expansions (41-XX) 1 Computer science (68-XX) 1 Quantum theory (81-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 147 Publications have been cited 3,690 times in 2,111 Documents Cited by ▼ Year ▼ Functional data analysis for sparse longitudinal data. Zbl 1117.62451Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling 329 2005 Functional linear regression analysis for longitudinal data. Zbl 1084.62096Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling 216 2005 Generalized functional linear models. Zbl 1068.62048Müller, Hans-Georg; Stadtmüller, Ulrich 177 2005 Properties of principal component methods for functional and longitudinal data analysis. Zbl 1113.62073Hall, Peter; Müller, Hans-Georg; Wang, Jane-Ling 146 2006 Change-points in nonparametric regression analysis. Zbl 0783.62032Müller, Hans-Georg 117 1992 Kernels for nonparametric curve estimation. Zbl 0574.62042Gasser, T.; Müller, H.-G.; Mammitzsch, V. 105 1985 Estimating regression functions and their derivatives by the kernel method. Zbl 0548.62028Gasser, Theo; Müller, Hans-Georg 100 1984 Estimation of heteroscedasticity in regression analysis. Zbl 0632.62040Müller, Hans-Georg; Stadtmüller, Ulrich 97 1987 Single and multiple index functional regression models with nonparametric link. Zbl 1220.62040Chen, Dong; Hall, Peter; Müller, Hans-Georg 88 2011 Functional additive models. Zbl 1286.62040Müller, Hans-Georg; Yao, Fang 77 2008 Smooth optimum kernel estimators near endpoints. Zbl 1192.62108Müller, Hans-Georg 75 1991 Nonparametric regression analysis of longitudinal data. Zbl 0664.62031Müller, Hans-Georg 69 1988 Hazard rate estimation under random censoring with varying kernels and bandwidths. Zbl 0824.62097Müller, Hans-Georg; Wang, Jane-Ling 59 1994 Inference for covariate adjusted regression via varying coefficient models. Zbl 1095.62045Şentürk, Damla; Müller, Hans-Georg 56 2006 Smooth optimum kernel estimators of densities, regression curves and modes. Zbl 0543.62031Müller, Hans-Georg 55 1984 Functional modelling and classification of longitudinal data. Zbl 1089.62072Müller, Hans-Georg 54 2005 Functional canonical analysis for square integrable stochastic processes. Zbl 1014.62070He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling 53 2003 Functional quadratic regression. Zbl 1183.62113Yao, Fang; Müller, Hans-Georg 51 2010 Nonparametric quasi-likelihood. Zbl 0978.62056Chiou, Jeng-Min; Müller, Hans-Georg 45 1999 Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation. Zbl 0963.62067Braun, J. V.; Braun, R. K.; Müller, H.-G. 42 2000 Weighted local regression and kernel methods for nonparametric curve fitting. Zbl 0632.62039Müller, Hans-Georg 42 1987 Covariate adjusted correlation analysis via varying coefficient models. Zbl 1089.62068Şentürk, Damla; Müller, Hans-Georg 41 2005 Statistical methods for DNA sequence segmentation. Zbl 0960.62121Braun, Jerome V.; Müller, Hans-Georg 41 1998 Nonparametric regression analysis of growth curves. Zbl 0535.62088Gasser, Theo; Müller, Hans-Georg; Köhler, Walter; Molinari, Luciano; Prader, Andrea 41 1984 Modelling sparse generalized longitudinal observations with latent Gaussian processes. Zbl 05563365Hall, Peter; Müller, Hans-Georg; Yao, Fang 41 2008 Variable bandwidth kernel estimators of regression curves. Zbl 0634.62032Müller, Hans-Georg; Stadtmüller, Ulrich 41 1987 Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate. Zbl 1210.62076Yao, Fang; Müller, Hans-Georg; Clifford, Andrew J.; Dueker, Steven R.; Follett, Jennifer; Lin, Yumei; Buchholz, Bruce A.; Vogel, John S. 39 2003 Covariate-adjusted regression. Zbl 1068.62082Şentürk, Damla; Müller, Hans-Georg 38 2005 Weak and universal consistency of moving weighted averages. Zbl 0596.62040Müller, H.-G. 36 1987 Functional response models. Zbl 1073.62098Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 35 2004 Kernel estimation of regression functions. Zbl 0418.62033Gasser, Theo; Müller, Hans-Georg 34 1979 Two-stage change-point estimators in smooth regression models. Zbl 0874.62035Müller, Hans-Georg; Song, Kai-Sheng 31 1997 Pairwise curve synchronization for functional data. Zbl 1437.62625Tang, Rong; Müller, Hans-Georg 31 2008 Functional quasi-likelihood regression models with smooth random effects. Zbl 1065.62065Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 30 2003 Functional convex averaging and synchronization for time-warped random curves. Zbl 1117.62392Liu, Xueli; Müller, Hans-Georg 30 2004 On a semiparametric variance function model and a test for heteroscedasticity. Zbl 0841.62033Müller, Hans-Georg; Zhao, Peng-Liang 29 1995 Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053Peng, Jie; Müller, Hans-Georg 28 2008 Functional varying coefficient models for longitudinal data. Zbl 1390.62135Şentürk, Damla; Müller, Hans-Georg 27 2010 Diagnostics for functional regression via residual processes. Zbl 1162.62394Chiou, Jeng-Min; Müller, Hans-Georg 27 2007 Adaptive nonparametric peak estimation. Zbl 0683.62019Müller, Hans-Georg 26 1989 Conditional quantile analysis when covariates are functions, with application to growth data. Zbl 1411.62095Chen, Kehui; Müller, Hans-Georg 25 2012 On variance function estimation with quadratic forms. Zbl 0769.62029Müller, Hans-Georg; Stadtmüller, Ulrich 25 1993 Functional linear regression via canonical analysis. Zbl 1220.62076He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling; Yang, Wenjing 24 2010 Continuously additive models for nonlinear functional regression. Zbl 1284.62407Müller, Hans-Georg; Wu, Yichao; Yao, Fang 24 2013 Kernel and probit estimates in quantal bioassay. Zbl 0662.62112Müller, Hans-Georg; Schmitt, Thomas 24 1988 Quasi-likelihood regression with unknown link and variance functions. Zbl 1065.62512Chiou, Jeng-Min; Müller, Hans-Georg 23 1998 Discontinuous versus smooth regression. Zbl 0954.62052Müller, Hans-Georg; Stadtmüller, Ulrich 23 1999 Fréchet regression for random objects with Euclidean predictors. Zbl 1417.62091Petersen, Alexander; Müller, Hans-Georg 23 2019 Covariate-adjusted generalized linear models. Zbl 1163.62053Şentürk, Damla; Müller, Hans-Georg 22 2009 Change-point problems. Papers from the AMS-IMS-SIAM Summer Research Conference held at Mt. Holyoke College, South Hadley, MA, USA, July 11–16, 1992. Zbl 0942.00037 21 1994 Bandwidth choice and confidence intervals for derivatives of noisy data. Zbl 0628.62034Müller, Hans-Georg; Stadtmüller, U.; Schmitt, Thomas 21 1987 Locally adaptive hazard smoothing. Zbl 0677.62034Müller, Hans-Georg; Wang, Jane-Ling 21 1990 Varying-coefficient functional linear regression. Zbl 1220.62046Wu, Yichao; Fan, Jianqing; Müller, Hans-Georg 20 2010 Optimizing kernel methods: A unifying variational principle. Zbl 0749.62024Granovsky, Boris L.; Müller, Hans-Georg 20 1991 Modeling repeated functional observations. Zbl 1258.62071Chen, Kehui; Müller, Hans-Georg 19 2012 Methods of canonical analysis for functional data. Zbl 1040.62049He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling 18 2004 Generalized varying coefficient models for longitudinal data. Zbl 1437.62606Sentürk, Damla; Müller, Hans-Georg 18 2008 Estimating derivatives for samples of sparsely observed functions, with application to online auction dynamics. Zbl 1388.62083Liu, Bitao; Müller, Hans-Georg 18 2009 Multivariate boundary kernels and a continuous least squares principle. Zbl 0927.62035Müller, H. G.; Stadtmüller, U. 17 1999 Analysis of oldest-old mortality: lifetables revisited. Zbl 0930.62040Wang, Jane-Ling; Müller, Hans-Georg; Capra, William B. 17 1998 Optimal designs for nonparametric kernel regression. Zbl 0569.62065Müller, Hans-Georg 16 1984 Functional data analysis for density functions by transformation to a Hilbert space. Zbl 1331.62203Petersen, Alexander; Müller, Hans-Georg 16 2016 Detecting dependencies in smooth regression models. Zbl 0659.62043Müller, Hans-Georg; Stadtmüller, Ulrich 16 1988 Kernel estimators of zeros and of location and size of extrema of regression functions. Zbl 0571.62032Müller, Hans-Georg 15 1985 A functional multiplicative effects model for longitudinal data, with application to reproductive histories of female medflies. Zbl 1034.62097Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling; Carey, James R. 15 2003 Estimated estimating equations: semiparametric inference for clustered and longitudinal data. Zbl 1095.62046Chiou, Jeng-Min; Müller, Hans-Georg 15 2005 Maximin estimation of multidimensional boundaries. Zbl 0798.62053Müller, Hans-Georg; Song, Kai-Sheng 14 1994 Functional data analysis for volatility. Zbl 1441.62817Müller, Hans-Georg; Sen, Rituparna; Stadtmüller, Ulrich 14 2011 Functional variance processes. Zbl 1120.62327Müller, Hans-Georg; Stadtmüller, Ulrich; Yao, Fang 14 2006 Peter Hall, functional data analysis and random objects. Zbl 1349.62011Müller, Hans-Georg 14 2016 Principal component analysis for functional data on Riemannian manifolds and spheres. Zbl 1454.62553Dai, Xiongtao; Müller, Hans-Georg 13 2018 Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories. Zbl 1087.62129Müller, Hans-Georg; Zhang, Ying 12 2005 An accelerated-time model for response curves. Zbl 0890.62025Capra, William B.; Müller, Hans-Georg 12 1997 Goodness-of-fit diagnostics for regression models. Zbl 0760.62037Müller, Hans-Georg 12 1992 Estimation of functional derivatives. Zbl 1369.62064Hall, Peter; Müller, Hans-Georg; Yao, Fang 12 2009 Optimal Bayes classifiers for functional data and density ratios. Zbl 07072227Dai, Xiongtao; Müller, Hans-Georg; Yao, Fang 12 2017 Functional density synchronization. Zbl 1328.62238Zhang, Zhen; Müller, Hans-Georg 12 2011 Nonlinear manifold representations for functional data. Zbl 1246.62146Chen, Dong; Müller, Hans-Georg 12 2012 Nonparametric analysis of changes in hazard rates for censored survival data: An alternative to change-point models. Zbl 0714.62032Müller, Hans-Georg; Wang, Jane-Ling 11 1990 On the boundary kernel method for non-parametric curve estimation near endpoints. Zbl 0793.62021Müller, Hans-Georg 11 1993 Dynamical correlation for multivariate longitudinal data. Zbl 1117.62320Dubin, Joel A.; Müller, Hans-Georg 11 2005 Functional data analysis for point processes with rare events. Zbl 1259.62076Wu, Shuang; Muller, Hans-Georg; Zhang, Zhen 10 2013 Derivative estimation in nonparametric regression with random predictor variable. Zbl 0672.62052Mack, Y. P.; Müller, Hans-Georg 10 1989 Stringing high-dimensional data for functional analysis. Zbl 1396.62173Chen, Kun; Chen, Kehui; Müller, Hans-Georg; Wang, Jane-Ling 10 2011 Transformations for smooth regression models with multiplicative errors. Zbl 0889.62030Eagleson, G. K.; Müller, H. G. 9 1997 A set-indexed process in a two-region image. Zbl 0847.60029Müller, Hans-Georg; Song, Kai-Sheng 9 1996 Fréchet analysis of variance for random objects. Zbl 1435.62383Dubey, Paromita; Müller, Hans-Georg 9 2019 Time ordering of gene coexpression. Zbl 1170.62392Leng, Xiaoyan; Müller, Hans-Georg 9 2006 Convolution type estimators for nonparametric regression. Zbl 0662.62039Mack, Y. P.; Müller, Hans-Georg 9 1988 Order-preserving nonparametric regression, with applications to conditional distribution and quantile function estimation. Zbl 1045.62031Hall, Peter; Müller, Hans-Georg 8 2003 From lifetables to hazard rates: The transformation approach. Zbl 1130.62360Müller, Hans-Georg; Wang, Jane-Ling; Capra, William B. 8 1997 Empirical dynamics for longitudinal data. Zbl 1233.62069Müller, Hans-Georg; Yao, Fang 8 2010 Adaptive nonparametric estimation of a multivariate regression function. Zbl 0653.62030Mack, Y. P.; Müller, Hans-Georg 8 1987 Quasi-likelihood regression with multiple indices and smooth link and variance function. Zbl 1063.62053Chiou, Jeng-Min; Müller, Hans-Georg 7 2004 Multiparameter bandwidth processes and adaptive surface smoothing. Zbl 0795.62039Müller, Hans-Georg; Prewitt, Kathryn A. 7 1993 Modelling function-valued stochastic processes, with applications to fertility dynamics. Zbl 1414.62208Chen, Kehui; Delicado, Pedro; Müller, Hans-Georg 7 2017 Response-adaptive regression for longitudinal data. Zbl 1226.62068Wu, Shuang; Müller, Hans-Georg 7 2011 Asymptotics for nonparametric regression. Zbl 0806.62028Bhattacharya, P. K.; Müller, Hans-Georg 6 1993 Change-point models for hazard functions. Zbl 1163.62349Müller, H. G.; Wang, J.-L. 6 1994 Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. Zbl 1464.62266Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg 6 2020 Total variation regularized Fréchet regression for metric-space valued data. Zbl 1486.62326Lin, Zhenhua; Müller, Hans-Georg 1 2021 Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. Zbl 1464.62266Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg 6 2020 Fréchet change-point detection. Zbl 1461.62243Dubey, Paromita; Müller, Hans-Georg 3 2020 Additive functional regression for densities as responses. Zbl 1445.62335Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U. 2 2020 Functional models for time-varying random objects. Zbl 07554756Dubey, Paromita; Müller, Hans-Georg 1 2020 Fréchet regression for random objects with Euclidean predictors. Zbl 1417.62091Petersen, Alexander; Müller, Hans-Georg 23 2019 Fréchet analysis of variance for random objects. Zbl 1435.62383Dubey, Paromita; Müller, Hans-Georg 9 2019 Wasserstein covariance for multiple random densities. Zbl 1434.62089Petersen, Alexander; Müller, Hans-Georg 5 2019 Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain. Zbl 1418.62394Petersen, Alexander; Deoni, Sean; Müller, Hans-Georg 2 2019 Principal component analysis for functional data on Riemannian manifolds and spheres. Zbl 1454.62553Dai, Xiongtao; Müller, Hans-Georg 13 2018 Mixture inner product spaces and their application to functional data analysis. Zbl 1393.62029Lin, Zhenhua; Müller, Hans-Georg; Yao, Fang 5 2018 Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. Zbl 1419.62088Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U. 4 2018 Derivative principal component analysis for representing the time dynamics of longitudinal and functional data. Zbl 1394.62076Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen 3 2018 Dynamic modeling of conditional quantile trajectories, with application to longitudinal snippet data. Zbl 1409.62070Dawson, Matthew; Müller, Hans-Georg 3 2018 Singular additive models for function to function regression. Zbl 1406.62042Park, Byeong U.; Chen, Chun-Jui; Tao, Wenwen; Müller, Hans-Georg 2 2018 Optimal Bayes classifiers for functional data and density ratios. Zbl 07072227Dai, Xiongtao; Müller, Hans-Georg; Yao, Fang 12 2017 Modelling function-valued stochastic processes, with applications to fertility dynamics. Zbl 1414.62208Chen, Kehui; Delicado, Pedro; Müller, Hans-Georg 7 2017 Optimal designs for longitudinal and functional data. Zbl 1411.62231Ji, Hao; Müller, Hans-Georg 6 2017 Functional data analysis for density functions by transformation to a Hilbert space. Zbl 1331.62203Petersen, Alexander; Müller, Hans-Georg 16 2016 Peter Hall, functional data analysis and random objects. Zbl 1349.62011Müller, Hans-Georg 14 2016 Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data. Zbl 1452.62400Petersen, Alexander; Müller, Hans-Georg 4 2016 A pairwise interaction model for multivariate functional and longitudinal data. Zbl 1499.62461Chiou, Jeng-Min; Müller, Hans-Georg 2 2016 Analysis of spike train data: a multivariate mixed effects model for phase and amplitude. Zbl 1305.62329Hadjipantelis, Pantelis Z.; Aston, John A. D.; Müller, Hans-Georg; Moriarty, John 4 2014 Linear manifold modelling of multivariate functional data. Zbl 1411.62154Chiou, Jeng-Min; Müller, Hans-Georg 3 2014 Pairwise dynamic time warping for event data. Zbl 1471.62017Arribas-Gil, Ana; Müller, Hans-Georg 2 2014 Time-warped growth processes, with applications to the modeling of boom-bust cycles in house prices. Zbl 1304.91166Peng, Jie; Paul, Debashis; Müller, Hans-Georg 2 2014 Continuously additive models for nonlinear functional regression. Zbl 1284.62407Müller, Hans-Georg; Wu, Yichao; Yao, Fang 24 2013 Functional data analysis for point processes with rare events. Zbl 1259.62076Wu, Shuang; Muller, Hans-Georg; Zhang, Zhen 10 2013 Conditional quantile analysis when covariates are functions, with application to growth data. Zbl 1411.62095Chen, Kehui; Müller, Hans-Georg 25 2012 Modeling repeated functional observations. Zbl 1258.62071Chen, Kehui; Müller, Hans-Georg 19 2012 Nonlinear manifold representations for functional data. Zbl 1246.62146Chen, Dong; Müller, Hans-Georg 12 2012 Inferring stochastic dynamics from functional data. Zbl 1437.62642Verzelen, Nicolas; Tao, Wenwen; Müller, Hans-Georg 5 2012 Single and multiple index functional regression models with nonparametric link. Zbl 1220.62040Chen, Dong; Hall, Peter; Müller, Hans-Georg 88 2011 Functional data analysis for volatility. Zbl 1441.62817Müller, Hans-Georg; Sen, Rituparna; Stadtmüller, Ulrich 14 2011 Functional density synchronization. Zbl 1328.62238Zhang, Zhen; Müller, Hans-Georg 12 2011 Stringing high-dimensional data for functional analysis. Zbl 1396.62173Chen, Kun; Chen, Kehui; Müller, Hans-Georg; Wang, Jane-Ling 10 2011 Response-adaptive regression for longitudinal data. Zbl 1226.62068Wu, Shuang; Müller, Hans-Georg 7 2011 Functional singular component analysis. Zbl 1411.62159Yang, Wenjing; Müller, Hans-Georg; Stadtmüller, Ulrich 6 2011 Functional quadratic regression. Zbl 1183.62113Yao, Fang; Müller, Hans-Georg 51 2010 Functional varying coefficient models for longitudinal data. Zbl 1390.62135Şentürk, Damla; Müller, Hans-Georg 27 2010 Functional linear regression via canonical analysis. Zbl 1220.62076He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling; Yang, Wenjing 24 2010 Varying-coefficient functional linear regression. Zbl 1220.62046Wu, Yichao; Fan, Jianqing; Müller, Hans-Georg 20 2010 Empirical dynamics for longitudinal data. Zbl 1233.62069Müller, Hans-Georg; Yao, Fang 8 2010 Additive modelling of functional gradients. Zbl 1204.62069Müller, Hans-Georg; Yao, Fang 5 2010 Dynamic relations for sparsely sampled Gaussian processes. Zbl 1203.62149Müller, Hans-Georg; Yang, Wenjing 4 2010 Rejoinder to: Dynamic relations for sparsely sampled Gaussian processes. Zbl 1203.62150Müller, Hans-Georg; Yang, Wenjing 1 2010 Covariate-adjusted generalized linear models. Zbl 1163.62053Şentürk, Damla; Müller, Hans-Georg 22 2009 Estimating derivatives for samples of sparsely observed functions, with application to online auction dynamics. Zbl 1388.62083Liu, Bitao; Müller, Hans-Georg 18 2009 Estimation of functional derivatives. Zbl 1369.62064Hall, Peter; Müller, Hans-Georg; Yao, Fang 12 2009 Time-synchronized clustering of gene expression trajectories. Zbl 1437.62626Tang, Rong; Müller, Hans-Georg 1 2009 Functional additive models. Zbl 1286.62040Müller, Hans-Georg; Yao, Fang 77 2008 Modelling sparse generalized longitudinal observations with latent Gaussian processes. Zbl 05563365Hall, Peter; Müller, Hans-Georg; Yao, Fang 41 2008 Pairwise curve synchronization for functional data. Zbl 1437.62625Tang, Rong; Müller, Hans-Georg 31 2008 Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053Peng, Jie; Müller, Hans-Georg 28 2008 Generalized varying coefficient models for longitudinal data. Zbl 1437.62606Sentürk, Damla; Müller, Hans-Georg 18 2008 Diagnostics for functional regression via residual processes. Zbl 1162.62394Chiou, Jeng-Min; Müller, Hans-Georg 27 2007 Accelerated convergence for nonparametric regression with coarsened predictors. Zbl 1129.62032Delaigle, Aurore; Hall, Peter; Müller, Hans-Georg 5 2007 Survival and aging in the wild via residual demography. Zbl 1141.92338Müller, Hans-Georg; Wang, Jane-Ling; Yu, Wei; Delaigle, Aurore; Carey, James R. 2 2007 Properties of principal component methods for functional and longitudinal data analysis. Zbl 1113.62073Hall, Peter; Müller, Hans-Georg; Wang, Jane-Ling 146 2006 Inference for covariate adjusted regression via varying coefficient models. Zbl 1095.62045Şentürk, Damla; Müller, Hans-Georg 56 2006 Functional variance processes. Zbl 1120.62327Müller, Hans-Georg; Stadtmüller, Ulrich; Yao, Fang 14 2006 Time ordering of gene coexpression. Zbl 1170.62392Leng, Xiaoyan; Müller, Hans-Georg 9 2006 Regressing longitudinal response trajectories on a covariate. Zbl 1119.62032Müller, Hans-Georg; Yao, Fang 1 2006 Functional data analysis for sparse longitudinal data. Zbl 1117.62451Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling 329 2005 Functional linear regression analysis for longitudinal data. Zbl 1084.62096Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling 216 2005 Generalized functional linear models. Zbl 1068.62048Müller, Hans-Georg; Stadtmüller, Ulrich 177 2005 Functional modelling and classification of longitudinal data. Zbl 1089.62072Müller, Hans-Georg 54 2005 Covariate adjusted correlation analysis via varying coefficient models. Zbl 1089.62068Şentürk, Damla; Müller, Hans-Georg 41 2005 Covariate-adjusted regression. Zbl 1068.62082Şentürk, Damla; Müller, Hans-Georg 38 2005 Estimated estimating equations: semiparametric inference for clustered and longitudinal data. Zbl 1095.62046Chiou, Jeng-Min; Müller, Hans-Georg 15 2005 Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories. Zbl 1087.62129Müller, Hans-Georg; Zhang, Ying 12 2005 Dynamical correlation for multivariate longitudinal data. Zbl 1117.62320Dubin, Joel A.; Müller, Hans-Georg 11 2005 Functional response models. Zbl 1073.62098Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 35 2004 Functional convex averaging and synchronization for time-warped random curves. Zbl 1117.62392Liu, Xueli; Müller, Hans-Georg 30 2004 Methods of canonical analysis for functional data. Zbl 1040.62049He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling 18 2004 Quasi-likelihood regression with multiple indices and smooth link and variance function. Zbl 1063.62053Chiou, Jeng-Min; Müller, Hans-Georg 7 2004 Functional canonical analysis for square integrable stochastic processes. Zbl 1014.62070He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling 53 2003 Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate. Zbl 1210.62076Yao, Fang; Müller, Hans-Georg; Clifford, Andrew J.; Dueker, Steven R.; Follett, Jennifer; Lin, Yumei; Buchholz, Bruce A.; Vogel, John S. 39 2003 Functional quasi-likelihood regression models with smooth random effects. Zbl 1065.62065Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 30 2003 A functional multiplicative effects model for longitudinal data, with application to reproductive histories of female medflies. Zbl 1034.62097Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling; Carey, James R. 15 2003 Order-preserving nonparametric regression, with applications to conditional distribution and quantile function estimation. Zbl 1045.62031Hall, Peter; Müller, Hans-Georg 8 2003 Nonparametric estimation of the location of a maximum in a response surface. Zbl 1039.62033Facer, Matthew R.; Müller, Hans-Georg 5 2003 Nonparametric regression to the mean. Zbl 1130.62325Müller, Hans-Georg; Abramson, Ian; Azari, Rahman 1 2003 Semiparametric modeling of labeled-cell kinetics, with application to isotope labeling of erythrocytes. Zbl 1210.62194Müller, Hans-Georg; Su, Chun-Lung; Dueker, Stephen R.; Lin, Yumei; Clifford, Andrew; Buchholz, Bruce A.; Vogel, John S. 1 2002 On local moments. Zbl 0962.62029Müller, Hans-Georg; Yan, Xin 2 2001 Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation. Zbl 0963.62067Braun, J. V.; Braun, R. K.; Müller, H.-G. 42 2000 Nonparametric quasi-likelihood. Zbl 0978.62056Chiou, Jeng-Min; Müller, Hans-Georg 45 1999 Discontinuous versus smooth regression. Zbl 0954.62052Müller, Hans-Georg; Stadtmüller, Ulrich 23 1999 Multivariate boundary kernels and a continuous least squares principle. Zbl 0927.62035Müller, H. G.; Stadtmüller, U. 17 1999 Statistical methods for DNA sequence segmentation. Zbl 0960.62121Braun, Jerome V.; Müller, Hans-Georg 41 1998 Quasi-likelihood regression with unknown link and variance functions. Zbl 1065.62512Chiou, Jeng-Min; Müller, Hans-Georg 23 1998 Analysis of oldest-old mortality: lifetables revisited. Zbl 0930.62040Wang, Jane-Ling; Müller, Hans-Georg; Capra, William B. 17 1998 Two-stage change-point estimators in smooth regression models. Zbl 0874.62035Müller, Hans-Georg; Song, Kai-Sheng 31 1997 An accelerated-time model for response curves. Zbl 0890.62025Capra, William B.; Müller, Hans-Georg 12 1997 Transformations for smooth regression models with multiplicative errors. Zbl 0889.62030Eagleson, G. K.; Müller, H. G. 9 1997 From lifetables to hazard rates: The transformation approach. Zbl 1130.62360Müller, Hans-Georg; Wang, Jane-Ling; Capra, William B. 8 1997 Spatial smoothing of geographically aggregated data, with application to the construction of incidence maps. Zbl 0889.62041Müller, Hans-Georg; Stadtmüller, Ulrich; Tabnak, Farzaneh 3 1997 Density adjusted kernel smoothers for random design nonparametric regression. Zbl 0893.62026Müller, H.-G. 3 1997 A set-indexed process in a two-region image. Zbl 0847.60029Müller, Hans-Georg; Song, Kai-Sheng 9 1996 On a semiparametric variance function model and a test for heteroscedasticity. Zbl 0841.62033Müller, Hans-Georg; Zhao, Peng-Liang 29 1995 ...and 47 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,812 Authors 67 Müller, Hans-Georg 33 Zhang, Jun 32 Vieu, Philippe 30 Hall, Peter Gavin 24 Lian, Heng 24 Shang, Han Lin 23 Dette, Holger 22 Wang, Jane-Ling 19 Zhu, Lixing 18 Cao, Jiguo 18 González-Manteiga, Wenceslao 18 Staicu, Ana-Maria 18 Yao, Fang 17 Aneiros-Pérez, Germán 17 Crăiniceanu, Ciprian-Mugur 17 Xue, Liugen 15 Carroll, Raymond James 15 Gijbels, Irène 15 Kokoszka, Piotr S. 15 Wang, Xuejun 14 Bouzebda, Salim 14 Greven, Sonja 14 Park, Byeong Uk 14 Yu, Ping 14 Zhu, Zhongyi 13 Boente, Graciela 13 Horváth, Lajos 13 Jones, Michael Chris 13 Karunamuni, Rohana J. 13 Li, Gaorong 12 Feng, Sanying 12 Härdle, Wolfgang Karl 12 Li, Yehua 12 Marron, James Stephen 12 Munk, Axel 12 Rachdi, Mustapha 12 Yang, Lijian 12 You, Jinhong 11 Cardot, Hervé 11 Fan, Jianqing 11 Hu, Shuhe 11 Srivastava, Anuj 11 Van Keilegom, Ingrid 11 Wang, Qihua 11 Zhang, Zhongzhan 11 Zhou, Yong 10 Chiou, Jeng-Min 10 Du, Jiang 10 Ferraty, Frédéric 10 Panaretos, Victor M. 10 Şentürk, Damla 10 Wang, Guochang 10 Zhang, Riquan 10 Zhu, Hongtu 9 Aguilera, Ana M. 9 Aston, John A. D. 9 Benhenni, Karim 9 Gai, Yujie 9 Hušková, Marie 9 Kneip, Alois Richard 9 Sarda, Pascal 9 Shen, Aiting 9 Stadtmüller, Ulrich 9 Tsybakov, Alexandre B. 9 Wang, Liangliang 9 Zhang, Baoxue 8 Delaigle, Aurore 8 Hooker, Giles 8 Reimherr, Matthew L. 8 Scheipl, Fabian 8 Wu, Yichao 7 Beran, Jan 7 Bigot, Jéremie 7 Cao, GuanQun 7 Cui, Xia 7 Febrero-Bande, Manuel 7 Feng, Zhenghui 7 Horowitz, Joel L. 7 Hsing, Tailen 7 Lee, Thomas C. M. 7 Li, Feng 7 Liang, Hua 7 Lin, Huazhen 7 Lin, Zhenhua 7 Linton, Oliver Bruce 7 Qiu, Peihua 7 Ruiz-Medina, María Dolores 7 Ruppert, David 7 Shin, Hyejin 7 Spokoiny, Vladimir G. 7 Veraverbeke, Noël 7 Vilar Fernandez, Juan Manuel 7 Wu, Wei 7 Zhang, Qingzhao 6 Beyaztas, Ufuk 6 Bouezmarni, Taoufik 6 Cai, Tony Tony 6 Escabias, Manuel 6 Goldsmith, Jeff 6 Hosseininasab, S. 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Series B 2 Revue de Statistique Appliquée 2 Journal of Classification 2 Sequential Analysis 2 Computers & Operations Research 2 Annals of Operations Research 2 Machine Learning 2 Applications of Mathematics 2 European Journal of Operational Research ...and 95 more Serials all top 5 Cited in 31 Fields 2,040 Statistics (62-XX) 334 Numerical analysis (65-XX) 182 Probability theory and stochastic processes (60-XX) 60 Biology and other natural sciences (92-XX) 51 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 37 Functional analysis (46-XX) 36 Computer science (68-XX) 26 Harmonic analysis on Euclidean spaces (42-XX) 26 Operations research, mathematical programming (90-XX) 16 Geophysics (86-XX) 13 Approximations and expansions (41-XX) 12 Information and communication theory, circuits (94-XX) 11 Operator theory (47-XX) 9 Systems theory; control (93-XX) 7 Calculus of variations and optimal control; optimization (49-XX) 5 Combinatorics (05-XX) 3 General and overarching topics; collections (00-XX) 3 Ordinary differential equations (34-XX) 3 Partial differential equations (35-XX) 3 Dynamical systems and ergodic theory (37-XX) 2 Real functions (26-XX) 2 Integral transforms, operational calculus (44-XX) 2 Integral equations (45-XX) 2 Mechanics of deformable solids (74-XX) 2 Fluid mechanics (76-XX) 1 Mathematical logic and foundations (03-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) 1 Geometry (51-XX) 1 Convex and discrete geometry (52-XX) 1 Algebraic topology (55-XX) Citations by Year