Chen, Yaqing; Lin, Shu-Chin; Zhou, Yang; Carmichael, Owen; Müller, Hans-Georg; Wang, Jane-Ling Gradient synchronization for multivariate functional data, with application to brain connectivity. (English) Zbl 07914028 J. R. Stat. Soc., Ser. B, Stat. Methodol. 86, No. 3, 694-713 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Dubey, Paromita; Chen, Yaqing; Müller, Hans-Georg Metric statistics: exploration and inference for random objects with distance profiles. (English) Zbl 1539.62359 Ann. Stat. 52, No. 2, 757-792 (2024). MSC: 62R20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhu, Changbo; Müller, Hans-Georg Autoregressive optimal transport models. (English) Zbl 07913977 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 3, 1012-1033 (2023); correction ibid. 85, No. 3, 1035 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Carroll, Cody; Müller, Hans-Georg Latent deformation models for multivariate functional data and time-warping separability. (English) Zbl 07898401 Biometrics 79, No. 4, 3345-3358 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bhattacharjee, Satarupa; Müller, Hans-Georg Single index Fréchet regression. (English) Zbl 1539.62357 Ann. Stat. 51, No. 4, 1770-1798 (2023). MSC: 62R20 62G08 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Gajardo, Álvaro; Müller, Hans-Georg Point process models for COVID-19 cases and deaths. (English) Zbl 07742661 J. Appl. Stat. 50, No. 11-12, 2294-2309 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Yaqing; Lin, Zhenhua; Müller, Hans-Georg Wasserstein regression. (English) Zbl 07707208 J. Am. Stat. Assoc. 118, No. 542, 869-882 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dubey, Paromita; Müller, Hans-Georg Correction to: “Modeling time-varying random objects and dynamic networks”. (English) Zbl 1518.62020 J. Am. Stat. Assoc. 118, No. 541, 778 (2023). MSC: 62R10 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Lin, Zhenhua; Lopes, Miles E.; Müller, Hans-Georg High-dimensional MANOVA via bootstrapping and its application to functional and sparse count data. (English) Zbl 1514.62082 J. Am. Stat. Assoc. 118, No. 541, 177-191 (2023). MSC: 62H10 62J10 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lin, Z.; Müller, H.-G.; Park, B. U. Additive models for symmetric positive-definite matrices and Lie groups. (English) Zbl 07689561 Biometrika 110, No. 2, 361-379 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dubey, Paromita; Müller, Hans-Georg Modeling time-varying random objects and dynamic networks. (English) Zbl 1515.62138 J. Am. Stat. Assoc. 117, No. 540, 2252-2267 (2022); correction ibid. 118, No. 541, 778 (2023). MSC: 62R10 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Fan, Jianing; Müller, Hans-Georg Conditional distribution regression for functional responses. (English) Zbl 1496.62070 Scand. J. Stat. 49, No. 2, 502-524 (2022). MSC: 62G08 62R10 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Bhattacharjee, Satarupa; Müller, Hans-Georg Concurrent object regression. (English) Zbl 1493.62644 Electron. J. Stat. 16, No. 2, 4031-4089 (2022). MSC: 62R20 62J02 62G08 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Müller, Hans-Georg (ed.) Special issue on “Functional and object data analysis”: guest editor’s introduction. (English, French) Zbl 1493.00024 Can. J. Stat. 50, No. 1, 8-19 (2022). MSC: 00B15 62-06 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Dubey, Paromita; Chen, Yaqing; Gajardo, Álvaro; Bhattacharjee, Satarupa; Carroll, Cody; Zhou, Yidong; Chen, Han; Müller, Hans-Georg Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States. (English) Zbl 07545040 J. Math. Anal. Appl. 514, No. 2, Article ID 125677, 27 p. (2022). MSC: 62Gxx 62Jxx 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen Correction to: “Derivative principal components for representing the time dynamics of longitudinal and functional data”. (English) Zbl 1481.62031 Stat. Sin. 32, No. 1, 179-180 (2022). MSC: 62H25 62G05 62G20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Gajardo, Álvaro; Müller, Hans-Georg Cox point process regression. (English) Zbl 1489.62126 IEEE Trans. Inf. Theory 68, No. 2, 1133-1156 (2022). MSC: 62G08 62B10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Balasubramanian, Krishnakumar; Müller, Hans-Georg; Sriperumbudur, Bharath K. Functional linear and single-index models: A unified approach via Gaussian Stein identity. arXiv:2206.03975 Preprint, arXiv:2206.03975 [math.ST] (2022). × Cite Format Result Cite Full Text: arXiv OA License
Dai, Xiongtao; Lin, Zhenhua; Müller, Hans-Georg Modeling sparse longitudinal data on Riemannian manifolds. (English) Zbl 1520.62173 Biometrics 77, No. 4, 1328-1341 (2021). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Carroll, Cody; Müller, Hans-Georg; Kneip, Alois Cross-component registration for multivariate functional data, with application to growth curves. (English) Zbl 1520.62148 Biometrics 77, No. 3, 839-851 (2021). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dubey, Paromita; Müller, Hans-Georg Errata to: “Functional models for time-varying random objects”. (English) Zbl 07555283 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 4, 883 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lin, Zhenhua; Müller, Hans-Georg Total variation regularized Fréchet regression for metric-space valued data. (English) Zbl 1486.62326 Ann. Stat. 49, No. 6, 3510-3533 (2021). MSC: 62R20 62R30 62G08 62H12 62G20 94A08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Yaqing; Müller, Hans-Georg Wasserstein gradients for the temporal evolution of probability distributions. (English) Zbl 1471.62296 Electron. J. Stat. 15, No. 2, 4061-4084 (2021). MSC: 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Dubey, Paromita; Müller, Hans-Georg Functional models for time-varying random objects. (English) Zbl 07554756 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 2, 275-327 (2020); errata ibid. 83, No. 4, 883 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dubey, Paromita; Müller, Hans-Georg Fréchet change-point detection. (English) Zbl 1461.62243 Ann. Stat. 48, No. 6, 3312-3335 (2020). MSC: 62R20 62M10 62H20 62G10 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U. Additive functional regression for densities as responses. (English) Zbl 1445.62335 J. Am. Stat. Assoc. 115, No. 530, 997-1010 (2020). MSC: 62R10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. (English) Zbl 1464.62266 Ann. Stat. 48, No. 2, 1214-1229 (2020). Reviewer: Martin Wendler (Greifswald) MSC: 62G09 62G15 62G05 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Chen, Yaqing; Dawson, Matthew; Müller, Hans-Georg Rank dynamics for functional data. (English) Zbl 1510.62487 Comput. Stat. Data Anal. 149, Article ID 106963, 15 p. (2020). MSC: 62R10 62G05 62G20 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dubey, Paromita; Müller, Hans-Georg Fréchet analysis of variance for random objects. (English) Zbl 1435.62383 Biometrika 106, No. 4, 803-821 (2019). MSC: 62P10 60F05 62R20 62H35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Petersen, Alexander; Müller, Hans-Georg Wasserstein covariance for multiple random densities. (English) Zbl 1434.62089 Biometrika 106, No. 2, 339-351 (2019). MSC: 62H10 62P10 62H35 92C55 62N05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Petersen, Alexander; Müller, Hans-Georg Discussion: “A spatial modeling approach for linguistic object data: analyzing dialect sound variations across Great Britain”. (English) Zbl 1428.62506 J. Am. Stat. Assoc. 114, No. 527, 1099-1101 (2019). MSC: 62P25 62H11 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Petersen, Alexander; Deoni, Sean; Müller, Hans-Georg Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain. (English) Zbl 1418.62394 Ann. Appl. Stat. 13, No. 1, 393-419 (2019). MSC: 62P10 62H20 62J10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Petersen, Alexander; Müller, Hans-Georg Fréchet regression for random objects with Euclidean predictors. (English) Zbl 1417.62091 Ann. Stat. 47, No. 2, 691-719 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62G08 62G05 62G20 62P10 62H35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Dawson, Matthew; Müller, Hans-Georg Dynamic modeling of conditional quantile trajectories, with application to longitudinal snippet data. (English) Zbl 1409.62070 J. Am. Stat. Assoc. 113, No. 524, 1612-1624 (2018). MSC: 62G05 62J12 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Park, Byeong U.; Chen, Chun-Jui; Tao, Wenwen; Müller, Hans-Georg Singular additive models for function to function regression. (English) Zbl 1406.62042 Stat. Sin. 28, No. 4, Part 2, 2497-2520 (2018). MSC: 62G08 62H25 × Cite Format Result Cite Review PDF Full Text: DOI Link
Dai, Xiongtao; Müller, Hans-Georg Principal component analysis for functional data on Riemannian manifolds and spheres. (English) Zbl 1454.62553 Ann. Stat. 46, No. 6B, 3334-3361 (2018). MSC: 62R30 62G05 62G20 62H25 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen Derivative principal component analysis for representing the time dynamics of longitudinal and functional data. (English) Zbl 1394.62076 Stat. Sin. 28, No. 3, 1583-1609 (2018); correction ibid. 32, No. 1, 179-180 (2022). MSC: 62H25 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lin, Zhenhua; Müller, Hans-Georg; Yao, Fang Mixture inner product spaces and their application to functional data analysis. (English) Zbl 1393.62029 Ann. Stat. 46, No. 1, 370-400 (2018). MSC: 62H25 62G07 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U. Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. (English) Zbl 1419.62088 Bernoulli 24, No. 2, 1233-1265 (2018). MSC: 62G08 62H25 62J02 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Dai, Xiongtao; Müller, Hans-Georg; Yao, Fang Optimal Bayes classifiers for functional data and density ratios. (English) Zbl 07072227 Biometrika 104, No. 3, 545-560 (2017). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Kehui; Delicado, Pedro; Müller, Hans-Georg Modelling function-valued stochastic processes, with applications to fertility dynamics. (English) Zbl 1414.62208 J. R. Stat. Soc., Ser. B, Stat. Methodol. 79, No. 1, 177-196 (2017). MSC: 62H25 62G20 60G60 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Ji, Hao; Müller, Hans-Georg Optimal designs for longitudinal and functional data. (English) Zbl 1411.62231 J. R. Stat. Soc., Ser. B, Stat. Methodol. 79, No. 3, 859-876 (2017). MSC: 62K05 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ji, Hao; Müller, Hans-Georg; Papadopoulos, Nikos T.; Carey, James R. Quantifying functionals of age distributions in the wild by solving an operator equation. (English) Zbl 1376.62081 J. Math. Biol. 75, No. 4, 973-984 (2017). MSC: 62P10 62N05 92B15 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chiou, Jeng-Min; Müller, Hans-Georg A pairwise interaction model for multivariate functional and longitudinal data. (English) Zbl 1499.62461 Biometrika 103, No. 2, 377-396 (2016). MSC: 62R10 62H12 62G20 62M10 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Müller, Hans-Georg Peter Hall, functional data analysis and random objects. (English) Zbl 1349.62011 Ann. Stat. 44, No. 5, 1867-1887 (2016). MSC: 62-03 01A70 62G05 62G07 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Petersen, Alexander; Müller, Hans-Georg Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data. (English) Zbl 1452.62400 Biometrika 103, No. 1, 103-120 (2016). MSC: 62H20 62R10 62H12 92C55 × Cite Format Result Cite Review PDF Full Text: DOI Link
Petersen, Alexander; Müller, Hans-Georg Functional data analysis for density functions by transformation to a Hilbert space. (English) Zbl 1331.62203 Ann. Stat. 44, No. 1, 183-218 (2016). MSC: 62G05 62G07 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Chiou, Jeng-Min; Müller, Hans-Georg Linear manifold modelling of multivariate functional data. (English) Zbl 1411.62154 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 605-626 (2014). MSC: 62H25 62M10 62G05 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Arribas-Gil, Ana; Müller, Hans-Georg Pairwise dynamic time warping for event data. (English) Zbl 1471.62017 Comput. Stat. Data Anal. 69, 255-268 (2014). MSC: 62-08 62G07 62P10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Peng, Jie; Paul, Debashis; Müller, Hans-Georg Time-warped growth processes, with applications to the modeling of boom-bust cycles in house prices. (English) Zbl 1304.91166 Ann. Appl. Stat. 8, No. 3, 1561-1582 (2014). MSC: 91B84 62P20 62H25 62M10 91B82 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Hadjipantelis, Pantelis Z.; Aston, John A. D.; Müller, Hans-Georg; Moriarty, John Analysis of spike train data: a multivariate mixed effects model for phase and amplitude. (English) Zbl 1305.62329 Electron. J. Stat. 8, No. 2, 1797-1807 (2014). MSC: 62M15 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Müller, Hans-Georg; Wu, Yichao; Yao, Fang Continuously additive models for nonlinear functional regression. (English) Zbl 1284.62407 Biometrika 100, No. 3, 607-622 (2013). MSC: 62J02 62-07 62P10 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Shuang; Muller, Hans-Georg; Zhang, Zhen Functional data analysis for point processes with rare events. (English) Zbl 1259.62076 Stat. Sin. 23, No. 1, 1-23 (2013). MSC: 62M09 62G07 60G55 91B26 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Kehui; Müller, Hans-Georg Conditional quantile analysis when covariates are functions, with application to growth data. (English) Zbl 1411.62095 J. R. Stat. Soc., Ser. B, Stat. Methodol. 74, No. 1, 67-89 (2012). MSC: 62G08 62G05 62G20 62G30 62H25 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Kehui; Müller, Hans-Georg Modeling repeated functional observations. (English) Zbl 1258.62071 J. Am. Stat. Assoc. 107, No. 500, 1599-1609 (2012). MSC: 62H25 62G20 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Gottlieb, Andrea; Müller, Hans-Georg A stickiness coefficient for longitudinal data. (English) Zbl 1255.62232 Comput. Stat. Data Anal. 56, No. 12, 4000-4010 (2012). MSC: 62M09 62M10 62F12 × Cite Format Result Cite Review PDF Full Text: DOI
Verzelen, Nicolas; Tao, Wenwen; Müller, Hans-Georg Inferring stochastic dynamics from functional data. (English) Zbl 1437.62642 Biometrika 99, No. 3, 533-550 (2012). MSC: 62P10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chen, Dong; Müller, Hans-Georg Nonlinear manifold representations for functional data. (English) Zbl 1246.62146 Ann. Stat. 40, No. 1, 1-29 (2012). MSC: 62H25 62J02 62M99 65C60 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Yang, Wenjing; Müller, Hans-Georg; Stadtmüller, Ulrich Functional singular component analysis. (English) Zbl 1411.62159 J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 3, 303-324 (2011). MSC: 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Hans-Georg; Sen, Rituparna; Stadtmüller, Ulrich Functional data analysis for volatility. (English) Zbl 1441.62817 J. Econom. 165, No. 2, 233-245 (2011). MSC: 62P20 62G07 62P05 62M05 62H25 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Zhen; Müller, Hans-Georg Functional density synchronization. (English) Zbl 1328.62238 Comput. Stat. Data Anal. 55, No. 7, 2234-2249 (2011). MSC: 62G07 62G20 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Kun; Chen, Kehui; Müller, Hans-Georg; Wang, Jane-Ling Stringing high-dimensional data for functional analysis. (English) Zbl 1396.62173 J. Am. Stat. Assoc. 106, No. 493, 275-284 (2011). MSC: 62J12 60F05 60G25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Shuang; Müller, Hans-Georg Response-adaptive regression for longitudinal data. (English) Zbl 1226.62068 Biometrics 67, No. 3, 852-860 (2011). MSC: 62J05 65C60 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Dong; Hall, Peter; Müller, Hans-Georg Single and multiple index functional regression models with nonparametric link. (English) Zbl 1220.62040 Ann. Stat. 39, No. 3, 1720-1747 (2011). MSC: 62G08 62G20 65C60 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Müller, Hans-Georg Empirical dynamics and functional data analysis. (English) Zbl 1436.62719 Lechevallier, Yves (ed.) et al., Proceedings of COMPSTAT’2010. 19th international conference on computational statistics, Paris, France, August 22–27, 2010. Keynote, invited and contributed papers. Heidelberg: Physica Verlag. 209-218 (2010). MSC: 62R10 60G15 62G05 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Şentürk, Damla; Müller, Hans-Georg Functional varying coefficient models for longitudinal data. (English) Zbl 1390.62135 J. Am. Stat. Assoc. 105, No. 491, 1256-1264 (2010). MSC: 62J12 62G05 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Yichao; Fan, Jianqing; Müller, Hans-Georg Varying-coefficient functional linear regression. (English) Zbl 1220.62046 Bernoulli 16, No. 3, 730-758 (2010). MSC: 62G08 62H25 62J05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling; Yang, Wenjing Functional linear regression via canonical analysis. (English) Zbl 1220.62076 Bernoulli 16, No. 3, 705-729 (2010). MSC: 62H25 62G08 62J05 62M99 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Müller, Hans-Georg; Yang, Wenjing Dynamic relations for sparsely sampled Gaussian processes. (English) Zbl 1203.62149 Test 19, No. 1, 1-29 (2010). MSC: 62M09 62G20 62M99 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Hans-Georg; Yao, Fang Additive modelling of functional gradients. (English) Zbl 1204.62069 Biometrika 97, No. 4, 791-805 (2010). MSC: 62G08 62H25 62P10 65C60 × Cite Format Result Cite Review PDF Full Text: DOI Link
Müller, Hans-Georg; Yao, Fang Empirical dynamics for longitudinal data. (English) Zbl 1233.62069 Ann. Stat. 38, No. 6, 3458-3486 (2010). MSC: 62G05 60H30 62M09 91B26 62G20 65C60 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yao, Fang; Müller, Hans-Georg Functional quadratic regression. (English) Zbl 1183.62113 Biometrika 97, No. 1, 49-64 (2010). MSC: 62J02 62H25 62P10 62J05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Liu, Bitao; Müller, Hans-Georg Estimating derivatives for samples of sparsely observed functions, with application to online auction dynamics. (English) Zbl 1388.62083 J. Am. Stat. Assoc. 104, No. 486, 704-717 (2009). MSC: 62G05 62H25 62P05 × Cite Format Result Cite Review PDF Full Text: DOI
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling Discussion: Forecasting functional time series. (English) Zbl 1293.62266 J. Korean Stat. Soc. 38, No. 3, 213-215 (2009). MSC: 62P25 62H25 62G08 62G09 62J07 91D20 × Cite Format Result Cite Review PDF Full Text: DOI
Hall, Peter; Müller, Hans-Georg; Yao, Fang Estimation of functional derivatives. (English) Zbl 1369.62064 Ann. Stat. 37, No. 6A, 3307-3329 (2009). MSC: 62G07 62G08 62G20 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Şentürk, Damla; Müller, Hans-Georg Covariate-adjusted generalized linear models. (English) Zbl 1163.62053 Biometrika 96, No. 2, 357-370 (2009). MSC: 62J12 62G08 62G20 60F05 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Hans-Georg; Yao, Fang Functional additive models. (English) Zbl 1286.62040 J. Am. Stat. Assoc. 103, No. 484, 1534-1544 (2008). MSC: 62G08 62G20 62J02 × Cite Format Result Cite Review PDF Full Text: DOI
Tang, Rong; Müller, Hans-Georg Pairwise curve synchronization for functional data. (English) Zbl 1437.62625 Biometrika 95, No. 4, 875-889 (2008). MSC: 62P10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Sentürk, Damla; Müller, Hans-Georg Generalized varying coefficient models for longitudinal data. (English) Zbl 1437.62606 Biometrika 95, No. 3, 653-666 (2008). MSC: 62P10 62J05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Hall, Peter; Müller, Hans-Georg; Yao, Fang Modelling sparse generalized longitudinal observations with latent Gaussian processes. (English) Zbl 05563365 J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 703-723 (2008). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Peng, Jie; Müller, Hans-Georg Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. (English) Zbl 1149.62053 Ann. Appl. Stat. 2, No. 3, 1056-1077 (2008). MSC: 62H30 62M99 91B26 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hall, Peter; Leng, Xiaoyan; Müller, Hans-Georg Weighted-bootstrap alignment of explanatory variables. (English) Zbl 1131.62031 J. Stat. Plann. Inference 138, No. 6, 1817-1827 (2008). MSC: 62G09 62G30 65C60 91D20 × Cite Format Result Cite Review PDF Full Text: DOI
Chiou, Jeng-Min; Müller, Hans-Georg Diagnostics for functional regression via residual processes. (English) Zbl 1162.62394 Comput. Stat. Data Anal. 51, No. 10, 4849-4863 (2007). MSC: 62J20 62H25 62A09 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Hans-Georg; Wang, Jane-Ling; Yu, Wei; Delaigle, Aurore; Carey, James R. Survival and aging in the wild via residual demography. (English) Zbl 1141.92338 Theor. Popul. Biol. 72, No. 4, 513-522 (2007). MSC: 92D40 62P12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Delaigle, Aurore; Hall, Peter; Müller, Hans-Georg Accelerated convergence for nonparametric regression with coarsened predictors. (English) Zbl 1129.62032 Ann. Stat. 35, No. 6, 2639-2653 (2007). MSC: 62G08 62G20 60F17 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Müller, Hans-Georg; Yao, Fang Regressing longitudinal response trajectories on a covariate. (English) Zbl 1119.62032 Fan, Jiangqing (ed.) et al., Frontiers in statistics. Dedicated to Peter John Bickel on honor of his 65th birthday. Hackensack, NJ: World Scientific (ISBN 1-86094-670-4/hbk; 1-86094-698-4/pbk). 305-324 (2006). MSC: 62G08 62H25 × Cite Format Result Cite Review PDF
Müller, Hans-Georg; Stadtmüller, Ulrich; Yao, Fang Functional variance processes. (English) Zbl 1120.62327 J. Am. Stat. Assoc. 101, No. 475, 1007-1018 (2006). MSC: 62M99 × Cite Format Result Cite Review PDF Full Text: DOI
Leng, Xiaoyan; Müller, Hans-Georg Time ordering of gene coexpression. (English) Zbl 1170.62392 Biostatistics 7, No. 4, 569-584 (2006). MSC: 62P10 92C40 92D10 × Cite Format Result Cite Review PDF Full Text: DOI
Hall, Peter; Müller, Hans-Georg; Wang, Jane-Ling Properties of principal component methods for functional and longitudinal data analysis. (English) Zbl 1113.62073 Ann. Stat. 34, No. 3, 1493-1517 (2006). MSC: 62H25 62G08 62G20 62M09 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Şentürk, Damla; Müller, Hans-Georg Inference for covariate adjusted regression via varying coefficient models. (English) Zbl 1095.62045 Ann. Stat. 34, No. 2, 654-679 (2006). MSC: 62G08 62G20 62J05 62E20 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling Functional data analysis for sparse longitudinal data. (English) Zbl 1117.62451 J. Am. Stat. Assoc. 100, No. 470, 577-590 (2005). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chiou, Jeng-Min; Müller, Hans-Georg Estimated estimating equations: semiparametric inference for clustered and longitudinal data. (English) Zbl 1095.62046 J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 4, 531-553 (2005). MSC: 62G08 62J12 62G20 62G07 62J20 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Şentürk, Damla; Müller, Hans-Georg Covariate adjusted correlation analysis via varying coefficient models. (English) Zbl 1089.62068 Scand. J. Stat. 32, No. 3, 365-383 (2005). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62H20 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Hans-Georg Functional modelling and classification of longitudinal data. (English) Zbl 1089.62072 Scand. J. Stat. 32, No. 2, 223-240 (2005). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62H25 62M09 62M30 62M10 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Hans-Georg; Zhang, Ying Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories. (English) Zbl 1087.62129 Biometrics 61, No. 4, 1064-1075 (2005). MSC: 62P10 62N02 62H25 62G08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling Functional linear regression analysis for longitudinal data. (English) Zbl 1084.62096 Ann. Stat. 33, No. 6, 2873-2903 (2005). MSC: 62M20 62G08 62H25 62J05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Müller, Hans-Georg; Stadtmüller, Ulrich Generalized functional linear models. (English) Zbl 1068.62048 Ann. Stat. 33, No. 2, 774-805 (2005). MSC: 62G08 62J12 62G20 62P10 62M09 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Şentürk, Damla; Müller, Hans-Georg Covariate-adjusted regression. (English) Zbl 1068.62082 Biometrika 92, No. 1, 75-89 (2005). MSC: 62J20 62J05 62P10 62G09 × Cite Format Result Cite Review PDF Full Text: DOI Link
Liu, Xueli; Müller, Hans-Georg Functional convex averaging and synchronization for time-warped random curves. (English) Zbl 1117.62392 J. Am. Stat. Assoc. 99, No. 467, 687-699 (2004). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling Functional response models. (English) Zbl 1073.62098 Stat. Sin. 14, No. 3, 675-693 (2004). MSC: 62P10 62M10 62J02 62M20 × Cite Format Result Cite Review PDF