COMPARISON ANALYSES ON MIXED LOGIT MODEL BASED ON ITS FLEXIBILITY

Bibliographic Information

Other Title
  • Mixed Logit モデルの汎用性に着目した特性比較分析
  • Mixed Logit モデル ノ ハンヨウセイ ニ チャクモク シタ トクセイ ヒカク ブンセキ

Search this article

Abstract

Mixed Logit model is developed recently as a strong tool which can approximate arbitrarily any random utility models. However, the flexibility and the applicability have not been well examined. This paper aims to clarify the attributes and summarize the relationship between the Mixed Logit model and other developed methods. We test its flexibility from the following aspects: 1) error structure among alternatives, 2) unobserved heterogeneity and 3) random coefficient model. Some simulation data or actual travel data are used for the model estimations. The results showed that the Mixed Logit model has high flexibility. Finally, we summarize its applicability and the further topics to be studied.

Journal

Citations (4)*help

See more

References(27)*help

See more

Details

Report a problem

Back to top