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Linear Models: An Integrated Approach. Debasis Sengupta and Sreenivasa Rao Jammalamadaka

Yan, Xin - In: Journal of the American Statistical Association 103 (2008) June, pp. 884-885

Persistent link: https://www.econbiz.de/10005532842

Modeling Repeated Functional Observations

Chen, Kehui; Müller, Hans-Georg - In: Journal of the American Statistical Association 107 (2012) 500, pp. 1599-1609

We introduce a new methodological framework for repeatedly observed and thus dependent functional data, aiming at situations where curves are recorded repeatedly for each subject in a sample. Our methodology covers the case where the recordings of the curves are scheduled on a regular and dense...

Persistent link: https://www.econbiz.de/10010971098

Stringing High-Dimensional Data for Functional Analysis

Chen, Kun; Chen, Kehui; Müller, Hans-Georg; Wang, Jane-Ling - In: Journal of the American Statistical Association 106 (2011) 493, pp. 275-284

Persistent link: https://www.econbiz.de/10009358154

Estimating Derivatives for Samples of Sparsely Observed Functions, With Application to Online Auction Dynamics

Liu, Bitao; Müller, Hans-Georg - In: Journal of the American Statistical Association 104 (2009) 486, pp. 704-717

Persistent link: https://www.econbiz.de/10004982659

Modeling Hazard Rates as Functional Data for the Analysis of Cohort Lifetables and Mortality Forecasting

Chiou, Jeng-Min; Müller, Hans-Georg - In: Journal of the American Statistical Association 104 (2009) 486, pp. 572-585

Persistent link: https://www.econbiz.de/10004982696

Functional Additive Models

Müller, Hans-Georg; Yao, Fang - In: Journal of the American Statistical Association 103 (2008) 484, pp. 1534-1544

Persistent link: https://www.econbiz.de/10004982752

Functional Varying Coefficient Models for Longitudinal Data

Åžentürk, Damla; Müller, Hans-Georg - In: Journal of the American Statistical Association 105 (2010) 491, pp. 1256-1264

Persistent link: https://www.econbiz.de/10008784048