DISCRETE CHOICE MODELS WITH LATENT EXPLANATORY VARIABLES USING SUBJECTIVE DATA
-
- MORIKAWA Takayuki
- THE JAPAN SOCIETY OF CIVIL ENGINEERS
-
- SASAKI Kuniaki
- THE JAPAN SOCIETY OF CIVIL ENGINEERS
Bibliographic Information
- Other Title
-
- 主観的要因を考慮した非集計離散型選択モデル
- シュカンテキ ヨウイン オ コウリョシタ ヒ シュウケイ リサンガタ センタク
Search this article
Abstract
Traditional discrete choice models for travel behavior use only manifest explanatory variables such as travel time and cost. Choice decisions, however, are strongly affected by latent factors such as comfort, safety, and reliability. Some authors have reported that using subjective ratings against those latent factors as explanatory variables gives better fit to the calibration data, but such an approach is rarely useful in forecasting. This paper proposes a methodology for incorporating choice data and subjective rating data to develop integrated models of choice behavior and psychological perception structure. The proposed models are based on the multiple-indicator-multiple-cause type model and the LISREL type model.
Journal
-
- Doboku Gakkai Ronbunshu
-
Doboku Gakkai Ronbunshu 1993 (470), 115-124, 1993-07-20
Japan Society of Civil Engineers
- Tweet
Details 詳細情報について
-
- CRID
- 1390282680287037568
-
- NII Article ID
- 130003800261
-
- NII Book ID
- AN10014020
-
- ISSN
- 18827187
- 02897806
-
- NDL BIB ID
- 3836656
-
- Data Source
-
- JaLC
- NDL
- Crossref
- CiNii Articles
-
- Abstract License Flag
- Disallowed