ZONAL REGRESSION-CAN IT BE MADE RESPECTABLE?
The reasons why zonal relationships have to be calibrated are listed, the problems with zonal regression are discussed, and the basic requirements of regression models and the weighted least-squares regression are described. The results of weighted regression, the disaggregate approach, and the extension to non-aggregate zonal variables are detailed. The paper argues that zonal regression will always have a place in transportation models, and that the technique of weighted regression overcomes many of the objections to the method. In order to understand the weighting procedure it is helpful to express the trip-end model in disaggregate form and derive the maximum-likelihood conditions for the zonal observations. The resultant equations can be solved by a form of 2- stage regression analysis, where the best set of weights is found by iteration.
- This paper appears in "Union Traffic Models", which is a publication containing the Proceedings of Seminar N of the Summer Annual Meeting at University of Warwick, England during July, 1975.
Planning and Transport Res and Computation Co Ltd167 Oxford Street
London W1R 1AH, England
- DALE, H M
- Publication Date: 1975-7
- Features: Tables;
- Pagination: p. 13-23
- Publication of: IRCOBI SECRETARIAT
- Publisher: IRCOBI (International Research Council on the Biokinetics of Impacts)
- TRT Terms: Disaggregate analysis; Mathematical models; Regression analysis; Transportation
- Uncontrolled Terms: Transportation models; Zone
- Old TRIS Terms: Disaggregate models
- Subject Areas: Operations and Traffic Management; Transportation (General);
- Accession Number: 00148086
- Record Type: Publication
- Report/Paper Numbers: p122
- Files: TRIS
- Created Date: Feb 23 1977 12:00AM