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Technometrics Volume 56, 2014 - Issue 3
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Original Articles

Modeling Conditional Distributions for Functional Responses, With Application to Traffic Monitoring via GPS-Enabled Mobile Phones

Kehui ChenDepartment of Statistics, University of Pittsburgh, Pittsburgh, PA15260 ([email protected])
&
Hans-Georg MüllerDepartment of Statistics, University of California, Davis, CA95616 ([email protected])
Pages 347-358 | Received 01 Nov 2011, Published online: 24 Jul 2014

Citations (10)

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Read on this site (3)

Xiaochen Xian, Honghan Ye, Xin Wang & Kaibo Liu. (2021) Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand. Technometrics 63:1, pages 77-89.
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P. Z. Hadjipantelis, J. A. D. Aston, H. G. Müller & J. P. Evans. (2015) Unifying Amplitude and Phase Analysis: A Compositional Data Approach to Functional Multivariate Mixed-Effects Modeling of Mandarin Chinese. Journal of the American Statistical Association 110:510, pages 545-559.
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Li Zhuang, Xinyue Wu, Andy H. F. Chow, Wei Ma, William H.K Lam & S. C. Wong. Reliability-based journey time prediction via two-stream deep learning with multi-source data. Journal of Intelligent Transportation Systems 0:0, pages 1-19.
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Articles from other publishers (7)

Zebiao Feng, Jianjun Wang, Xiaojian Zhou, Cuihong Zhai & Yizhong Ma. (2023) Robust optimization for functional multiresponse in 3D printing process. Simulation Modelling Practice and Theory 126, pages 102774.
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Jianing Fan & Hans‐Georg Müller. (2021) Conditional distribution regression for functional responses. Scandinavian Journal of Statistics 49:2, pages 502-524.
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Siegfried Hörmann, Thomas Kuenzer & Gregory Rice. (2022) Estimating the conditional distribution in functional regression problems. Electronic Journal of Statistics 16:2.
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Ang Li, William H.K. Lam, Mei Lam Tam, Ren Xin Zhong & Wei Ma. (2022) Prediction of travel time on urban road links with and without point detectors. Asian Transport Studies 8, pages 100081.
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Qiyao Wang. (2021) Two-sample inference for sparse functional data. Electronic Journal of Statistics 15:1.
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R.X. Zhong, J.C. Luo, H.X. Cai, A. Sumalee, F.F. Yuan & Andy H.F. Chow. (2017) Forecasting journey time distribution with consideration to abnormal traffic conditions. Transportation Research Part C: Emerging Technologies 85, pages 292-311.
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F. Crawford, D.P. Watling & R.D. Connors. (2017) A statistical method for estimating predictable differences between daily traffic flow profiles. Transportation Research Part B: Methodological 95, pages 196-213.
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