Study on Mixed Logit Model and Its Application in Traffic Mode Split

Zhenbo Lu

6 citations0/0 files storedJournal of Highway and Transportation Research and Development

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Transportation Planning and Optimization Economic and Environmental Valuation Transportation and Mobility Innovations

Abstract

Logit Model is being widely used in the field of economy and transportation because of its simplicity and convenience,but at the same time,Logit model has two important disadvantages which limit the scope of its application.After studying the inherent limitation of the Logit Model,and analyzing the property and estimation method of Mixed Logit model,comparison of the two model is given.At the same time,the estiamation arithmetic of Mixed Logit Model is presented.At last,a detailed example of the application in traffic mode split is illustrated with the estimation method in SAS software.The result indicates that Mixed Logit Model is more meaningful in estimation of the individual behavior of traffic mode choice.

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