On Nonlinear Regression Model for Correspondence Matrix of Transport Network

The XIIIth International Conference "Applied Stochastic Models and Data Analysis" (ASMDA-2009): Selected Papers 2009
Aleksandrs Andronovs, Diāna Santalova

A nonlinear regression model for a forecasting of passenger flow between various geographical points (towns) is described. Unknown parameters are estimated using aggregated data when only the information on the departed from each town passenger’s number is available. As the estimation efficiency criterion the weighted sum of residual squares is used.

Keywords
nonlinear regression, estimation, gradient method
Hyperlink
http://alephfiles.rtu.lv/TUA01/000024795_e.pdf

Andronovs, A., Santalova, D. On Nonlinear Regression Model for Correspondence Matrix of Transport Network. In: The XIIIth International Conference "Applied Stochastic Models and Data Analysis" (ASMDA-2009): Selected Papers, Lithuania, Vilnius, 30 Jun-3 Jul., 2009. Vilnius: Technika, 2009, pp.90-94. ISBN 978-9955-28-463-5.

Publication language
English (en)