Modeling bike-sharing demand using a regression model with spatially varying coefficients

作者: Lijun Sun , Xudong Wang , Zhanhong Cheng , Martin Trépanier

DOI: 10.1016/J.JTRANGEO.2021.103059

关键词:

摘要: As an emerging mobility service, bike-sharing has become increasingly popular around the world. A critical question in planning and designing bike-sharing services is to know how …

参考文章(37)
Luis F. Miranda-Moreno, Thomas Nosal, Weather or Not to Cycle Transportation Research Record. ,vol. 2247, pp. 42- 52 ,(2011) , 10.3141/2247-06
Finn Lindgren, Håvard Rue, Johan Lindström, An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach Journal of The Royal Statistical Society Series B-statistical Methodology. ,vol. 73, pp. 423- 498 ,(2011) , 10.1111/J.1467-9868.2011.00777.X
K. Ruben Gabriel, Robert R. Sokal, A New Statistical Approach to Geographic Variation Analysis Systematic Biology. ,vol. 18, pp. 259- 278 ,(1969) , 10.2307/2412323
W. R. Tobler, A Computer Movie Simulating Urban Growth in the Detroit Region Economic Geography. ,vol. 46, pp. 234- 240 ,(1970) , 10.2307/143141
Paul DeMaio, Bike-sharing: History, Impacts, Models of Provision, and Future The Journal of Public Transportation. ,vol. 12, pp. 3- ,(2009) , 10.5038/2375-0901.12.4.3
Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley, Huiyan Sang, Gaussian predictive process models for large spatial data sets Journal of The Royal Statistical Society Series B-statistical Methodology. ,vol. 70, pp. 825- 848 ,(2008) , 10.1111/J.1467-9868.2008.00663.X
Osvaldo Daniel Cardozo, Juan Carlos García-Palomares, Javier Gutiérrez, Application of geographically weighted regression to the direct forecasting of transit ridership at station-level Applied Geography. ,vol. 34, pp. 548- 558 ,(2012) , 10.1016/J.APGEOG.2012.01.005
Herbert Edelsbrunner, Raimund Seidel, Voronoi diagrams and arrangements Discrete & Computational Geometry. ,vol. 1, pp. 25- 44 ,(1986) , 10.1007/BF02187681
Ahmadreza Faghih-Imani, Naveen Eluru, Ahmed M. El-Geneidy, Michael Rabbat, Usama Haq, How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal Journal of Transport Geography. ,vol. 41, pp. 306- 314 ,(2014) , 10.1016/J.JTRANGEO.2014.01.013
C. Brunsdon, S. Fotheringham, M. Charlton, Geographically Weighted Regression The Statistician. ,vol. 47, pp. 431- 443 ,(1998) , 10.1111/1467-9884.00145