Mixed Logit Model을 이용한 주거와 고용의 결합입지 선택에 관한 연구 = Location Choice for Combinations of Residence and Employment using the Mixed Logit Model

다국어 초록 (Multilingual Abstract)

The aim of this paper is to identify the stated preference on the location choice for combinations of residence and employment in Busan metropolitan city. The mixed logit model is employed as the empirical analysis for this study. The major findings are as follows; The likelihood ratio is even more improved using the mixed logit model in comparison with the conditional logit model. It proves that the mixed logit model is more statistically suitable and the heterogeneity among respondents play an important role. In the location choice for combinations of residence and employment, respondents preferred strongly the residential location in non-center areas and the employment location in urban centers. Most of them would likely to prefer the areas which has been perceived as generally better place in residential locations. But, some families with two or more income households are apt to prefer urban centers as residential locations because of reducing a commuting time. For more effective urban policy, such as residential location and choice, etc., household preference heterogeneity will be fully taken into consideration.

참고문헌 (Reference)

1 "근린주거지 선호 분석 : 부산광역시 사례" 36 (36): 2001.

2 "Stated Preference 조사설계 및 분석방법론에 대한 연구 교통개발연구원(1단계)" 교통개발연구원 2001.

3 "Specific taste parameters and mixed logit? Working, Paper No. E00-274" University of California 2000.

4 "Recreation Demand Models with Taste Variation over People" 74 (74): 1998

5 "Qualitative Choice Analysis Workshop" University of California 2000

6 "Preference for Housing, Jobs, and Commuting : A Mixed Logit Analysis" 41 (41): 2001.

7 "Multinomial Logit, Discrete Choice Modeling" SAS 2001.

8 "Mixed Logit with Repeated Choices: Households' Choices of Appliance Efficiency Level" LXXX (LXXX): 1998.

9 "Journal of Transport Economics and Policy" 1988.

10 "Forecasting Issues in Stated Preference Survey Research Pater presented at the 3rd International Conference on Survey Methods in Transportation Washington D.C." 1990.

11 "Discrete Choice Methods with Simulation" Cambridge University Press 2003.

12 ""순서형 프로빗(Ordered Probit) 을 이용한 주택규모 선택에 관한 연구"" 38 (38): 2003.

13 ""대도시 생활권 선택과 공공시설 및 근린환경과의 분석 : 부산지역사례"" 35 (35): 2000.