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Müller, Hans-Georg

Author ID: muller.hans-georg Recent zbMATH articles by "Müller, Hans-Georg"
Published as: Müller, Hans-Georg; Müller, H.-G.; Müller, H. G.; Muller, Hans-Georg; Muller, H. G.
Homepage: http://anson.ucdavis.edu/~mueller/
External Links: MGP
all top 5

Co-Authors

24 single-authored
19 Wang, Jane-Ling
14 Yao, Fang
12 Stadtmüller, Ulrich
11 Chiou, Jeng-Min
7 Dubey, Paromita
7 Hall, Peter Gavin
7 Lin, Zhenhua
6 Gasser, Theo
6 Petersen, Alexander M.
6 Şentürk, Damla
6 Song, Kaisheng
5 Chen, Yaqing
5 Dai, Xiongtao
4 Chen, Kehui
4 Mack, Y. P.
4 Park, Byeong Uk
4 Tao, Wenwen
4 Yang, Wenjing
3 Bhattacharjee, Satarupa
3 Capra, William B.
3 Carey, James R.
3 Clifford, Andrew J.
3 Gajardo, Álvaro
3 Granovsky, Boris L.
3 He, Guozhong
3 Prewitt, Kathryn A.
3 Schmitt, Thomas J.
3 Wu, Yichao
2 Abramson, Ian S.
2 Azari, A. S.
2 Braun, Jerome V.
2 Buchholz, Bruce A.
2 Carroll, Cody
2 Chen, Dong
2 Dawson, Matthew
2 Delaigle, Aurore
2 Dueker, Stephen R.
2 Han, Kyunghee
2 Ji, Hao
2 Leng, Xiaoyan
2 Lin, Yumei
2 Lopes, Miles E.
2 Peng, Jie
2 Tang, Rong
2 Vogel, John S.
2 Wu, Shuang
2 Zhang, Zhen
2 Zhao, Peng-Liang
1 Arribas-Gil, Ana
1 Aston, John A. D.
1 Azari, Rahman
1 Balasubramanian, Krishnakumar
1 Bhattacharya, P. K.
1 Braun, R. K.
1 Brockhoff, Per M.
1 Carlstein, Edward
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 Kneip, Alois Richard
1 Kohler, Walter H.
1 Liu, Bitao
1 Liu, Xueli
1 Mammitzsch, Volker
1 Molinari, Luciano
1 Papadopoulos, Nikos T.
1 Patchkovskii, Serguei
1 Paul, Debashis
1 Prader, Andrea
1 Sen, Rituparna
1 Siegmund, David O.
1 Sriperumbudur, Bharath K.
1 Su, Chun-Lung
1 Tabnak, Farzaneh
1 Tucker, Danielle C.
1 Verzelen, Nicolas
1 Wai, Newton
1 Yan, Xin
1 Yu, Wei
1 Zhang, Ying
1 Zhou, Yidong
1 Zhu, Changbo

Publications by Year

Citations contained in zbMATH Open

161 Publications have been cited 4,641 times in 2,591 Documents Cited by Year
Functional data analysis for sparse longitudinal data. Zbl 1117.62451
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
447
2005
Functional linear regression analysis for longitudinal data. Zbl 1084.62096
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
267
2005
Generalized functional linear models. Zbl 1068.62048
Müller, Hans-Georg; Stadtmüller, Ulrich
214
2005
Properties of principal component methods for functional and longitudinal data analysis. Zbl 1113.62073
Hall, Peter; Müller, Hans-Georg; Wang, Jane-Ling
171
2006
Kernel estimation of regression functions. Zbl 0418.62033
Gasser, Theo; Müller, Hans-Georg
154
1979
Change-points in nonparametric regression analysis. Zbl 0783.62032
Müller, Hans-Georg
123
1992
Kernels for nonparametric curve estimation. Zbl 0574.62042
Gasser, T.; Müller, H.-G.; Mammitzsch, V.
110
1985
Estimating regression functions and their derivatives by the kernel method. Zbl 0548.62028
Gasser, Theo; Müller, Hans-Georg
104
1984
Estimation of heteroscedasticity in regression analysis. Zbl 0632.62040
Müller, Hans-Georg; Stadtmüller, Ulrich
103
1987
Nonparametric regression analysis of longitudinal data. Zbl 0664.62031
Müller, Hans-Georg
99
1988
Single and multiple index functional regression models with nonparametric link. Zbl 1220.62040
Chen, Dong; Hall, Peter; Müller, Hans-Georg
99
2011
Functional additive models. Zbl 1286.62040
Müller, Hans-Georg; Yao, Fang
89
2008
Smooth optimum kernel estimators near endpoints. Zbl 1192.62108
Müller, Hans-Georg
82
1991
Inference for covariate adjusted regression via varying coefficient models. Zbl 1095.62045
Şentürk, Damla; Müller, Hans-Georg
70
2006
Functional modelling and classification of longitudinal data. Zbl 1089.62072
Müller, Hans-Georg
68
2005
Hazard rate estimation under random censoring with varying kernels and bandwidths. Zbl 0824.62097
Müller, Hans-Georg; Wang, Jane-Ling
66
1994
Smooth optimum kernel estimators of densities, regression curves and modes. Zbl 0543.62031
Müller, Hans-Georg
63
1984
Functional quadratic regression. Zbl 1183.62113
Yao, Fang; Müller, Hans-Georg
62
2010
Functional canonical analysis for square integrable stochastic processes. Zbl 1014.62070
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling
60
2003
Covariate adjusted correlation analysis via varying coefficient models. Zbl 1089.62068
Şentürk, Damla; Müller, Hans-Georg
51
2005
Modelling sparse generalized longitudinal observations with latent Gaussian processes. Zbl 05563365
Hall, Peter; Müller, Hans-Georg; Yao, Fang
51
2008
Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation. Zbl 0963.62067
Braun, J. V.; Braun, R. K.; Müller, H.-G.
49
2000
Covariate-adjusted regression. Zbl 1068.62082
Şentürk, Damla; Müller, Hans-Georg
47
2005
Nonparametric quasi-likelihood. Zbl 0978.62056
Chiou, Jeng-Min; Müller, Hans-Georg
47
1999
Nonparametric regression analysis of growth curves. Zbl 0535.62088
Gasser, Theo; Müller, Hans-Georg; Köhler, Walter; Molinari, Luciano; Prader, Andrea
45
1984
Weighted local regression and kernel methods for nonparametric curve fitting. Zbl 0632.62039
Müller, Hans-Georg
45
1987
Variable bandwidth kernel estimators of regression curves. Zbl 0634.62032
Müller, Hans-Georg; Stadtmüller, Ulrich
45
1987
Functional response models. Zbl 1073.62098
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling
44
2004
Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate. Zbl 1210.62076
Yao, Fang; Müller, Hans-Georg; Clifford, Andrew J.; Dueker, Steven R.; Follett, Jennifer; Lin, Yumei; Buchholz, Bruce A.; Vogel, John S.
43
2003
Statistical methods for DNA sequence segmentation. Zbl 0960.62121
Braun, Jerome V.; Müller, Hans-Georg
43
1998
Fréchet regression for random objects with Euclidean predictors. Zbl 1417.62091
Petersen, Alexander; Müller, Hans-Georg
42
2019
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
39
1994
Weak and universal consistency of moving weighted averages. Zbl 0596.62040
Müller, H.-G.
39
1987
Functional varying coefficient models for longitudinal data. Zbl 1390.62135
Şentürk, Damla; Müller, Hans-Georg
38
2010
Functional data analysis for density functions by transformation to a Hilbert space. Zbl 1331.62203
Petersen, Alexander; Müller, Hans-Georg
36
2016
Functional quasi-likelihood regression models with smooth random effects. Zbl 1065.62065
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling
35
2003
Conditional quantile analysis when covariates are functions, with application to growth data. Zbl 1411.62095
Chen, Kehui; Müller, Hans-Georg
35
2012
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053
Peng, Jie; Müller, Hans-Georg
35
2008
Pairwise curve synchronization for functional data. Zbl 1437.62625
Tang, Rong; Müller, Hans-Georg
34
2008
Two-stage change-point estimators in smooth regression models. Zbl 0874.62035
Müller, Hans-Georg; Song, Kai-Sheng
32
1997
Functional convex averaging and synchronization for time-warped random curves. Zbl 1117.62392
Liu, Xueli; Müller, Hans-Georg
32
2004
Diagnostics for functional regression via residual processes. Zbl 1162.62394
Chiou, Jeng-Min; Müller, Hans-Georg
32
2007
On a semiparametric variance function model and a test for heteroscedasticity. Zbl 0841.62033
Müller, Hans-Georg; Zhao, Peng-Liang
31
1995
Modeling repeated functional observations. Zbl 1258.62071
Chen, Kehui; Müller, Hans-Georg
31
2012
Continuously additive models for nonlinear functional regression. Zbl 1284.62407
Müller, Hans-Georg; Wu, Yichao; Yao, Fang
31
2013
Functional linear regression via canonical analysis. Zbl 1220.62076
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling; Yang, Wenjing
30
2010
Covariate-adjusted generalized linear models. Zbl 1163.62053
Şentürk, Damla; Müller, Hans-Georg
29
2009
Adaptive nonparametric peak estimation. Zbl 0683.62019
Müller, Hans-Georg
28
1989
Bandwidth choice and confidence intervals for derivatives of noisy data. Zbl 0628.62034
Müller, Hans-Georg; Stadtmüller, U.; Schmitt, Thomas
27
1987
Kernel and probit estimates in quantal bioassay. Zbl 0662.62112
Müller, Hans-Georg; Schmitt, Thomas
27
1988
On variance function estimation with quadratic forms. Zbl 0769.62029
Müller, Hans-Georg; Stadtmüller, Ulrich
26
1993
Quasi-likelihood regression with unknown link and variance functions. Zbl 1065.62512
Chiou, Jeng-Min; Müller, Hans-Georg
25
1998
Discontinuous versus smooth regression. Zbl 0954.62052
Müller, Hans-Georg; Stadtmüller, Ulrich
25
1999
Estimating derivatives for samples of sparsely observed functions, with application to online auction dynamics. Zbl 1388.62083
Liu, Bitao; Müller, Hans-Georg
25
2009
Optimizing kernel methods: A unifying variational principle. Zbl 0749.62024
Granovsky, Boris L.; Müller, Hans-Georg
23
1991
Principal component analysis for functional data on Riemannian manifolds and spheres. Zbl 1454.62553
Dai, Xiongtao; Müller, Hans-Georg
23
2018
Generalized varying coefficient models for longitudinal data. Zbl 1437.62606
Sentürk, Damla; Müller, Hans-Georg
22
2008
Locally adaptive hazard smoothing. Zbl 0677.62034
Müller, Hans-Georg; Wang, Jane-Ling
22
1990
Varying-coefficient functional linear regression. Zbl 1220.62046
Wu, Yichao; Fan, Jianqing; Müller, Hans-Georg
21
2010
Optimal Bayes classifiers for functional data and density ratios. Zbl 07072227
Dai, Xiongtao; Müller, Hans-Georg; Yao, Fang
21
2017
Methods of canonical analysis for functional data. Zbl 1040.62049
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling
20
2004
Peter Hall, functional data analysis and random objects. Zbl 1349.62011
Müller, Hans-Georg
20
2016
Multivariate boundary kernels and a continuous least squares principle. Zbl 0927.62035
Müller, H. G.; Stadtmüller, U.
19
1999
Dynamical correlation for multivariate longitudinal data. Zbl 1117.62320
Dubin, Joel A.; Müller, Hans-Georg
19
2005
Functional data analysis for volatility. Zbl 1441.62817
Müller, Hans-Georg; Sen, Rituparna; Stadtmüller, Ulrich
19
2011
Nonlinear manifold representations for functional data. Zbl 1246.62146
Chen, Dong; Müller, Hans-Georg
19
2012
A functional multiplicative effects model for longitudinal data, with application to reproductive histories of female medflies. Zbl 1034.62097
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling; Carey, James R.
18
2003
Kernel estimators of zeros and of location and size of extrema of regression functions. Zbl 0571.62032
Müller, Hans-Georg
17
1985
Analysis of oldest-old mortality: lifetables revisited. Zbl 0930.62040
Wang, Jane-Ling; Müller, Hans-Georg; Capra, William B.
17
1998
Optimal designs for nonparametric kernel regression. Zbl 0569.62065
Müller, Hans-Georg
16
1984
Estimated estimating equations: semiparametric inference for clustered and longitudinal data. Zbl 1095.62046
Chiou, Jeng-Min; Müller, Hans-Georg
16
2005
Detecting dependencies in smooth regression models. Zbl 0659.62043
Müller, Hans-Georg; Stadtmüller, Ulrich
16
1988
Functional variance processes. Zbl 1120.62327
Müller, Hans-Georg; Stadtmüller, Ulrich; Yao, Fang
15
2006
Fréchet analysis of variance for random objects. Zbl 1435.62383
Dubey, Paromita; Müller, Hans-Georg
15
2019
Maximin estimation of multidimensional boundaries. Zbl 0798.62053
Müller, Hans-Georg; Song, Kai-Sheng
14
1994
An accelerated-time model for response curves. Zbl 0890.62025
Capra, William B.; Müller, Hans-Georg
14
1997
Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories. Zbl 1087.62129
Müller, Hans-Georg; Zhang, Ying
14
2005
Derivative estimation in nonparametric regression with random predictor variable. Zbl 0672.62052
Mack, Y. P.; Müller, Hans-Georg
14
1989
Stringing high-dimensional data for functional analysis. Zbl 1396.62173
Chen, Kun; Chen, Kehui; Müller, Hans-Georg; Wang, Jane-Ling
14
2011
Modelling function-valued stochastic processes, with applications to fertility dynamics. Zbl 1414.62208
Chen, Kehui; Delicado, Pedro; Müller, Hans-Georg
14
2017
Goodness-of-fit diagnostics for regression models. Zbl 0760.62037
Müller, Hans-Georg
13
1992
On the boundary kernel method for non-parametric curve estimation near endpoints. Zbl 0793.62021
Müller, Hans-Georg
13
1993
Estimation of functional derivatives. Zbl 1369.62064
Hall, Peter; Müller, Hans-Georg; Yao, Fang
13
2009
Nonparametric analysis of changes in hazard rates for censored survival data: An alternative to change-point models. Zbl 0714.62032
Müller, Hans-Georg; Wang, Jane-Ling
13
1990
Functional density synchronization. Zbl 1328.62238
Zhang, Zhen; Müller, Hans-Georg
13
2011
Functional data analysis for point processes with rare events. Zbl 1259.62076
Wu, Shuang; Muller, Hans-Georg; Zhang, Zhen
12
2013
Empirical dynamics for longitudinal data. Zbl 1233.62069
Müller, Hans-Georg; Yao, Fang
12
2010
Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. Zbl 1464.62266
Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg
11
2020
Time ordering of gene coexpression. Zbl 1170.62392
Leng, Xiaoyan; Müller, Hans-Georg
10
2006
Empirical bandwidth choice for nonparametric kernel regression by means of pilot estimators. Zbl 0596.62042
Müller, Hans-Georg
10
1985
Convolution type estimators for nonparametric regression. Zbl 0662.62039
Mack, Y. P.; Müller, Hans-Georg
10
1988
Response-adaptive regression for longitudinal data. Zbl 1226.62068
Wu, Shuang; Müller, Hans-Georg
10
2011
Optimal designs for longitudinal and functional data. Zbl 1411.62231
Ji, Hao; Müller, Hans-Georg
10
2017
Functional singular component analysis. Zbl 1411.62159
Yang, Wenjing; Müller, Hans-Georg; Stadtmüller, Ulrich
10
2011
Wasserstein covariance for multiple random densities. Zbl 1434.62089
Petersen, Alexander; Müller, Hans-Georg
10
2019
Functional models for time-varying random objects. Zbl 07554756
Dubey, Paromita; Müller, Hans-Georg
10
2020
Multiparameter bandwidth processes and adaptive surface smoothing. Zbl 0795.62039
Müller, Hans-Georg; Prewitt, Kathryn A.
9
1993
A set-indexed process in a two-region image. Zbl 0847.60029
Müller, Hans-Georg; Song, Kai-Sheng
9
1996
Change-point models for hazard functions. Zbl 1163.62349
Müller, H. G.; Wang, J.-L.
9
1994
Transformations for smooth regression models with multiplicative errors. Zbl 0889.62030
Eagleson, G. K.; Müller, H. G.
9
1997
Wasserstein regression. Zbl 07707208
Chen, Yaqing; Lin, Zhenhua; Müller, Hans-Georg
4
2023
High-dimensional MANOVA via bootstrapping and its application to functional and sparse count data. Zbl 1514.62082
Lin, Zhenhua; Lopes, Miles E.; Müller, Hans-Georg
3
2023
Additive models for symmetric positive-definite matrices and Lie groups. Zbl 07689561
Lin, Z.; Müller, H.-G.; Park, B. U.
2
2023
Point process models for COVID-19 cases and deaths. Zbl 07742661
Gajardo, Álvaro; Müller, Hans-Georg
1
2023
Modeling time-varying random objects and dynamic networks. Zbl 1515.62138
Dubey, Paromita; Müller, Hans-Georg
2
2022
Concurrent object regression. Zbl 1493.62644
Bhattacharjee, Satarupa; Müller, Hans-Georg
2
2022
Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories. Zbl 07547942
Chen, Yaqing; Müller, Hans-Georg
2
2022
Conditional distribution regression for functional responses. Zbl 1496.62070
Fan, Jianing; Müller, Hans-Georg
1
2022
Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States. Zbl 07545040
Dubey, Paromita; Chen, Yaqing; Gajardo, Álvaro; Bhattacharjee, Satarupa; Carroll, Cody; Zhou, Yidong; Chen, Han; Müller, Hans-Georg
1
2022
Modeling sparse longitudinal data on Riemannian manifolds. Zbl 1520.62173
Dai, Xiongtao; Lin, Zhenhua; Müller, Hans-Georg
5
2021
Total variation regularized Fréchet regression for metric-space valued data. Zbl 1486.62326
Lin, Zhenhua; Müller, Hans-Georg
3
2021
Cross-component registration for multivariate functional data, with application to growth curves. Zbl 1520.62148
Carroll, Cody; Müller, Hans-Georg; Kneip, Alois
2
2021
Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. Zbl 1464.62266
Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg
11
2020
Functional models for time-varying random objects. Zbl 07554756
Dubey, Paromita; Müller, Hans-Georg
10
2020
Additive functional regression for densities as responses. Zbl 1445.62335
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U.
7
2020
Fréchet change-point detection. Zbl 1461.62243
Dubey, Paromita; Müller, Hans-Georg
7
2020
Rank dynamics for functional data. Zbl 1510.62487
Chen, Yaqing; Dawson, Matthew; Müller, Hans-Georg
2
2020
Fréchet regression for random objects with Euclidean predictors. Zbl 1417.62091
Petersen, Alexander; Müller, Hans-Georg
42
2019
Fréchet analysis of variance for random objects. Zbl 1435.62383
Dubey, Paromita; Müller, Hans-Georg
15
2019
Wasserstein covariance for multiple random densities. Zbl 1434.62089
Petersen, Alexander; Müller, Hans-Georg
10
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 1418.62394
Petersen, Alexander; Deoni, Sean; Müller, Hans-Georg
3
2019
Principal component analysis for functional data on Riemannian manifolds and spheres. Zbl 1454.62553
Dai, Xiongtao; Müller, Hans-Georg
23
2018
Mixture inner product spaces and their application to functional data analysis. Zbl 1393.62029
Lin, Zhenhua; Müller, Hans-Georg; Yao, Fang
9
2018
Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. Zbl 1419.62088
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U.
6
2018
Derivative principal component analysis for representing the time dynamics of longitudinal and functional data. Zbl 1394.62076
Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen
5
2018
Dynamic modeling of conditional quantile trajectories, with application to longitudinal snippet data. Zbl 1409.62070
Dawson, Matthew; Müller, Hans-Georg
4
2018
Singular additive models for function to function regression. Zbl 1406.62042
Park, Byeong U.; Chen, Chun-Jui; Tao, Wenwen; Müller, Hans-Georg
2
2018
Optimal Bayes classifiers for functional data and density ratios. Zbl 07072227
Dai, Xiongtao; Müller, Hans-Georg; Yao, Fang
21
2017
Modelling function-valued stochastic processes, with applications to fertility dynamics. Zbl 1414.62208
Chen, Kehui; Delicado, Pedro; Müller, Hans-Georg
14
2017
Optimal designs for longitudinal and functional data. Zbl 1411.62231
Ji, Hao; Müller, Hans-Georg
10
2017
Functional data analysis for density functions by transformation to a Hilbert space. Zbl 1331.62203
Petersen, Alexander; Müller, Hans-Georg
36
2016
Peter Hall, functional data analysis and random objects. Zbl 1349.62011
Müller, Hans-Georg
20
2016
Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data. Zbl 1452.62400
Petersen, Alexander; Müller, Hans-Georg
9
2016
A pairwise interaction model for multivariate functional and longitudinal data. Zbl 1499.62461
Chiou, Jeng-Min; Müller, Hans-Georg
5
2016
Simple, accurate, and efficient implementation of 1-electron atomic time-dependent Schrödinger equation in spherical coordinates. Zbl 1344.81025
Patchkovskii, Serguei; Muller, H. G.
2
2016
Linear manifold modelling of multivariate functional data. Zbl 1411.62154
Chiou, Jeng-Min; Müller, Hans-Georg
7
2014
Analysis of spike train data: a multivariate mixed effects model for phase and amplitude. Zbl 1305.62329
Hadjipantelis, Pantelis Z.; Aston, John A. D.; Müller, Hans-Georg; Moriarty, John
4
2014
Pairwise dynamic time warping for event data. Zbl 1471.62017
Arribas-Gil, Ana; Müller, Hans-Georg
3
2014
Time-warped growth processes, with applications to the modeling of boom-bust cycles in house prices. Zbl 1304.91166
Peng, Jie; Paul, Debashis; Müller, Hans-Georg
2
2014
Continuously additive models for nonlinear functional regression. Zbl 1284.62407
Müller, Hans-Georg; Wu, Yichao; Yao, Fang
31
2013
Functional data analysis for point processes with rare events. Zbl 1259.62076
Wu, Shuang; Muller, Hans-Georg; Zhang, Zhen
12
2013
Conditional quantile analysis when covariates are functions, with application to growth data. Zbl 1411.62095
Chen, Kehui; Müller, Hans-Georg
35
2012
Modeling repeated functional observations. Zbl 1258.62071
Chen, Kehui; Müller, Hans-Georg
31
2012
Nonlinear manifold representations for functional data. Zbl 1246.62146
Chen, Dong; Müller, Hans-Georg
19
2012
Inferring stochastic dynamics from functional data. Zbl 1437.62642
Verzelen, Nicolas; Tao, Wenwen; Müller, Hans-Georg
6
2012
Single and multiple index functional regression models with nonparametric link. Zbl 1220.62040
Chen, Dong; Hall, Peter; Müller, Hans-Georg
99
2011
Functional data analysis for volatility. Zbl 1441.62817
Müller, Hans-Georg; Sen, Rituparna; Stadtmüller, Ulrich
19
2011
Stringing high-dimensional data for functional analysis. Zbl 1396.62173
Chen, Kun; Chen, Kehui; Müller, Hans-Georg; Wang, Jane-Ling
14
2011
Functional density synchronization. Zbl 1328.62238
Zhang, Zhen; Müller, Hans-Georg
13
2011
Response-adaptive regression for longitudinal data. Zbl 1226.62068
Wu, Shuang; Müller, Hans-Georg
10
2011
Functional singular component analysis. Zbl 1411.62159
Yang, Wenjing; Müller, Hans-Georg; Stadtmüller, Ulrich
10
2011
Functional quadratic regression. Zbl 1183.62113
Yao, Fang; Müller, Hans-Georg
62
2010
Functional varying coefficient models for longitudinal data. Zbl 1390.62135
Şentürk, Damla; Müller, Hans-Georg
38
2010
Functional linear regression via canonical analysis. Zbl 1220.62076
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling; Yang, Wenjing
30
2010
Varying-coefficient functional linear regression. Zbl 1220.62046
Wu, Yichao; Fan, Jianqing; Müller, Hans-Georg
21
2010
Empirical dynamics for longitudinal data. Zbl 1233.62069
Müller, Hans-Georg; Yao, Fang
12
2010
Additive modelling of functional gradients. Zbl 1204.62069
Müller, Hans-Georg; Yao, Fang
7
2010
Dynamic relations for sparsely sampled Gaussian processes. Zbl 1203.62149
Müller, Hans-Georg; Yang, Wenjing
7
2010
Rejoinder to: Dynamic relations for sparsely sampled Gaussian processes. Zbl 1203.62150
Müller, Hans-Georg; Yang, Wenjing
1
2010
Covariate-adjusted generalized linear models. Zbl 1163.62053
Şentürk, Damla; Müller, Hans-Georg
29
2009
Estimating derivatives for samples of sparsely observed functions, with application to online auction dynamics. Zbl 1388.62083
Liu, Bitao; Müller, Hans-Georg
25
2009
Estimation of functional derivatives. Zbl 1369.62064
Hall, Peter; Müller, Hans-Georg; Yao, Fang
13
2009
Time-synchronized clustering of gene expression trajectories. Zbl 1437.62626
Tang, Rong; Müller, Hans-Georg
8
2009
Functional additive models. Zbl 1286.62040
Müller, Hans-Georg; Yao, Fang
89
2008
Modelling sparse generalized longitudinal observations with latent Gaussian processes. Zbl 05563365
Hall, Peter; Müller, Hans-Georg; Yao, Fang
51
2008
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053
Peng, Jie; Müller, Hans-Georg
35
2008
Pairwise curve synchronization for functional data. Zbl 1437.62625
Tang, Rong; Müller, Hans-Georg
34
2008
Generalized varying coefficient models for longitudinal data. Zbl 1437.62606
Sentürk, Damla; Müller, Hans-Georg
22
2008
Diagnostics for functional regression via residual processes. Zbl 1162.62394
Chiou, Jeng-Min; Müller, Hans-Georg
32
2007
Accelerated convergence for nonparametric regression with coarsened predictors. Zbl 1129.62032
Delaigle, Aurore; Hall, Peter; Müller, Hans-Georg
5
2007
Survival and aging in the wild via residual demography. Zbl 1141.92338
Müller, 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 1113.62073
Hall, Peter; Müller, Hans-Georg; Wang, Jane-Ling
171
2006
Inference for covariate adjusted regression via varying coefficient models. Zbl 1095.62045
Şentürk, Damla; Müller, Hans-Georg
70
2006
Functional variance processes. Zbl 1120.62327
Müller, Hans-Georg; Stadtmüller, Ulrich; Yao, Fang
15
2006
Time ordering of gene coexpression. Zbl 1170.62392
Leng, Xiaoyan; Müller, Hans-Georg
10
2006
Regressing longitudinal response trajectories on a covariate. Zbl 1119.62032
Müller, Hans-Georg; Yao, Fang
1
2006
Functional data analysis for sparse longitudinal data. Zbl 1117.62451
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
447
2005
Functional linear regression analysis for longitudinal data. Zbl 1084.62096
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
267
2005
Generalized functional linear models. Zbl 1068.62048
Müller, Hans-Georg; Stadtmüller, Ulrich
214
2005
Functional modelling and classification of longitudinal data. Zbl 1089.62072
Müller, Hans-Georg
68
2005
Covariate adjusted correlation analysis via varying coefficient models. Zbl 1089.62068
Şentürk, Damla; Müller, Hans-Georg
51
2005
Covariate-adjusted regression. Zbl 1068.62082
Şentürk, Damla; Müller, Hans-Georg
47
2005
Dynamical correlation for multivariate longitudinal data. Zbl 1117.62320
Dubin, Joel A.; Müller, Hans-Georg
19
2005
Estimated estimating equations: semiparametric inference for clustered and longitudinal data. Zbl 1095.62046
Chiou, Jeng-Min; Müller, Hans-Georg
16
2005
Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories. Zbl 1087.62129
Müller, Hans-Georg; Zhang, Ying
14
2005
Functional response models. Zbl 1073.62098
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling
44
2004
Functional convex averaging and synchronization for time-warped random curves. Zbl 1117.62392
Liu, Xueli; Müller, Hans-Georg
32
2004
Methods of canonical analysis for functional data. Zbl 1040.62049
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling
20
2004
Quasi-likelihood regression with multiple indices and smooth link and variance function. Zbl 1063.62053
Chiou, Jeng-Min; Müller, Hans-Georg
8
2004
Functional canonical analysis for square integrable stochastic processes. Zbl 1014.62070
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling
60
2003
Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate. Zbl 1210.62076
Yao, Fang; Müller, Hans-Georg; Clifford, Andrew J.; Dueker, Steven R.; Follett, Jennifer; Lin, Yumei; Buchholz, Bruce A.; Vogel, John S.
43
2003
Functional quasi-likelihood regression models with smooth random effects. Zbl 1065.62065
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling
35
2003
A functional multiplicative effects model for longitudinal data, with application to reproductive histories of female medflies. Zbl 1034.62097
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling; Carey, James R.
18
2003
Order-preserving nonparametric regression, with applications to conditional distribution and quantile function estimation. Zbl 1045.62031
Hall, Peter; Müller, Hans-Georg
9
2003
Nonparametric estimation of the location of a maximum in a response surface. Zbl 1039.62033
Facer, Matthew R.; Müller, Hans-Georg
6
2003
Nonparametric regression to the mean. Zbl 1130.62325
Müller, Hans-Georg; Abramson, Ian; Azari, Rahman
2
2003
Semiparametric modeling of labeled-cell kinetics, with application to isotope labeling of erythrocytes. Zbl 1210.62194
Müller, Hans-Georg; Su, Chun-Lung; Dueker, Stephen R.; Lin, Yumei; Clifford, Andrew; Buchholz, Bruce A.; Vogel, John S.
1
2002
On local moments. Zbl 0962.62029
Müller, Hans-Georg; Yan, Xin
2
2001
Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation. Zbl 0963.62067
Braun, J. V.; Braun, R. K.; Müller, H.-G.
49
2000
Nonparametric quasi-likelihood. Zbl 0978.62056
Chiou, Jeng-Min; Müller, Hans-Georg
47
1999
...and 61 more Documents
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Cited by 3,390 Authors

78 Müller, Hans-Georg
41 Zhang, Jun
35 Vieu, Philippe
31 Hall, Peter Gavin
30 Shang, Han Lin
29 Lian, Heng
26 Dette, Holger
24 González-Manteiga, Wenceslao
24 Wang, Jane-Ling
23 Staicu, Ana-Maria
23 Yao, Fang
22 Zhu, Lixing
20 Cao, Jiguo
19 Bouzebda, Salim
19 Crăiniceanu, Ciprian-Mugur
19 Kokoszka, Piotr S.
19 Xue, Liugen
17 Aneiros-Pérez, Germán
17 Greven, Sonja
16 Carroll, Raymond James
16 Gijbels, Irène
16 Li, Yehua
16 Panaretos, Victor M.
16 Wang, Xuejun
16 Yu, Ping
16 Zhu, Hongtu
15 Li, Gaorong
15 Park, Byeong Uk
15 You, Jinhong
15 Zhang, Riquan
15 Zhu, Zhongyi
14 Boente, Graciela
14 Horváth, Lajos
14 Karunamuni, Rohana J.
14 Rachdi, Mustapha
13 Jones, Michael Chris
13 Munk, Axel
13 Reimherr, Matthew L.
12 Cao, GuanQun
12 Cardot, Hervé
12 Chiou, Jeng-Min
12 Feng, Sanying
12 Härdle, Wolfgang Karl
12 Marron, James Stephen
12 Srivastava, Anuj
12 Van Keilegom, Ingrid
12 Wang, Qihua
12 Yang, Lijian
12 Zhang, Zhongzhan
12 Zhou, Yong
11 Aguilera, Ana M.
11 Fan, Jianqing
11 Febrero-Bande, Manuel
11 Goldsmith, Jeff
11 Hu, Shuhe
11 Kneip, Alois Richard
11 Lin, Zhenhua
11 Linke, Yuliana Yur’evna
11 Şentürk, Damla
11 Xiao, Luo
10 Aston, John A. D.
10 Benhenni, Karim
10 Du, Jiang
10 Ferraty, Frédéric
10 Hušková, Marie
10 Kong, Linglong
10 Wang, Guochang
10 Wang, Liangliang
9 Cai, Tianwen
9 Delaigle, Aurore
9 Feng, Zhenghui
9 Gai, Yujie
9 Lin, Huazhen
9 Sarda, Pascal
9 Scheipl, Fabian
9 Shen, Aiting
9 Slaoui, Yousri
9 Stadtmüller, Ulrich
9 Tsybakov, Alexandre B.
9 Wu, Yichao
9 Zhang, Baoxue
8 Beran, Jan
8 Bigot, Jéremie
8 Cui, Xia
8 Liang, Hua
8 Lin, Hongmei
8 Ma, Yanyuan
8 Maity, Arnab Kumar
8 Ogden, Robert Todd
8 Qiu, Peihua
8 Rice, Gregory
8 Ruppert, David
8 Spokoĭnyĭ, Vladimir Grigor’evich
8 Tong, Tiejun
8 Veraverbeke, Noël
8 Wu, Wei
8 Zhang, Qingzhao
8 Zhang, Tao
7 Aguilera-Morillo, M. Carmen
7 Beyaztas, Ufuk
...and 3,290 more Authors
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Cited in 230 Serials

168 Journal of Multivariate Analysis
166 Computational Statistics and Data Analysis
164 The Annals of Statistics
127 Journal of Statistical Planning and Inference
121 Statistics & Probability Letters
120 Journal of Nonparametric Statistics
110 Communications in Statistics. Theory and Methods
94 Electronic Journal of Statistics
85 Biometrics
78 Journal of the American Statistical Association
65 The Annals of Applied Statistics
56 Journal of Econometrics
48 Test
45 Journal of Statistical Computation and Simulation
45 Bernoulli
43 Computational Statistics
43 Journal of Applied Statistics
42 Annals of the Institute of Statistical Mathematics
40 Communications in Statistics. Simulation and Computation
40 Statistical Papers
36 Statistics
36 Statistics and Computing
35 Statistica Sinica
34 Scandinavian Journal of Statistics
33 The Canadian Journal of Statistics
28 Journal of Computational and Graphical Statistics
27 Metrika
27 Journal of the Korean Statistical Society
22 Stat
19 Econometric Theory
13 Stochastic Processes and their Applications
12 Mathematical Methods of Statistics
12 Science China. Mathematics
11 Journal of Time Series Analysis
11 Journal of the Royal Statistical Society. Series B. Statistical Methodology
11 Journal of Statistical Theory and Practice
11 Journal of Agricultural, Biological, and Environmental Statistics
10 Biometrical Journal
10 Probability Theory and Related Fields
10 Econometric Reviews
10 Brazilian Journal of Probability and Statistics
10 Statistical Modelling
10 Statistical Methodology
9 Statistica Neerlandica
9 Statistical Science
9 Journal of Systems Science and Complexity
9 Advances in Data Analysis and Classification. ADAC
9 AStA. Advances in Statistical Analysis
7 Science in China. Series A
7 Journal of Inequalities and Applications
7 Australian & New Zealand Journal of Statistics
7 Journal of Machine Learning Research (JMLR)
6 Information Sciences
6 Acta Mathematicae Applicatae Sinica. English Series
6 Lifetime Data Analysis
6 Methodology and Computing in Applied Probability
6 Comptes Rendus. Mathématique. Académie des Sciences, Paris
6 Journal of Probability and Statistics
5 Journal of Computational and Applied Mathematics
5 Journal of Complexity
5 SIAM Journal on Scientific Computing
5 Abstract and Applied Analysis
5 Statistical Methods and Applications
5 Stochastics
5 Sankhyā. Series A
4 Inverse Problems
4 Theory of Probability and its Applications
4 Applied Mathematics and Computation
4 International Statistical Review
4 Insurance Mathematics & Economics
4 Economics Letters
4 The Annals of Applied Probability
4 Numerical Algorithms
4 Pattern Recognition
4 Applied Mathematics. Series B (English Edition)
4 Acta Mathematica Sinica. English Series
4 Biostatistics
4 Journal of Applied Mathematics
4 Sankhyā. Series B
4 Open Mathematics
4 Japanese Journal of Statistics and Data Science
3 Journal of Mathematical Analysis and Applications
3 Psychometrika
3 Automatica
3 Journal of Applied Probability
3 Journal of Approximation Theory
3 International Journal of Approximate Reasoning
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Applied and Computational Harmonic Analysis
3 Extremes
3 Stochastic Environmental Research and Risk Assessment
3 Bayesian Analysis
2 Journal of Mathematical Biology
2 Lithuanian Mathematical Journal
2 Physica A
2 Ukrainian Mathematical Journal
2 British Journal of Mathematical & Statistical Psychology
2 Mathematics and Computers in Simulation
2 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
2 Theoretical Population Biology
...and 130 more Serials
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Cited in 40 Fields

2,514 Statistics (62-XX)
325 Numerical analysis (65-XX)
221 Probability theory and stochastic processes (60-XX)
69 Biology and other natural sciences (92-XX)
66 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
53 Computer science (68-XX)
42 Functional analysis (46-XX)
33 Harmonic analysis on Euclidean spaces (42-XX)
31 Operations research, mathematical programming (90-XX)
20 Approximations and expansions (41-XX)
18 Geophysics (86-XX)
17 Information and communication theory, circuits (94-XX)
13 Systems theory; control (93-XX)
12 Operator theory (47-XX)
11 Calculus of variations and optimal control; optimization (49-XX)
7 Combinatorics (05-XX)
4 General and overarching topics; collections (00-XX)
4 Ordinary differential equations (34-XX)
4 Partial differential equations (35-XX)
3 Linear and multilinear algebra; matrix theory (15-XX)
3 Dynamical systems and ergodic theory (37-XX)
3 Integral equations (45-XX)
3 Fluid mechanics (76-XX)
2 Real functions (26-XX)
2 Special functions (33-XX)
2 Integral transforms, operational calculus (44-XX)
2 Mechanics of deformable solids (74-XX)
2 Quantum theory (81-XX)
2 Statistical mechanics, structure of matter (82-XX)
1 Mathematical logic and foundations (03-XX)
1 Algebraic geometry (14-XX)
1 Measure and integration (28-XX)
1 Convex and discrete geometry (52-XX)
1 Differential geometry (53-XX)
1 General topology (54-XX)
1 Algebraic topology (55-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Mechanics of particles and systems (70-XX)
1 Optics, electromagnetic theory (78-XX)
1 Mathematics education (97-XX)

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