Academic Journal
Latent class analysis of residential and work location choices
| العنوان: | Latent class analysis of residential and work location choices |
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| المؤلفون: | Paleti, Rajesh, Mishra, Sabyasachee, Haque, Khademul, Golias, Mihalis M. |
| المصدر: | Faculty Publications |
| بيانات النشر: | University of Memphis Digital Commons |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | latent class models, manski model, Residential location, work location, Civil Engineering |
| الوصف: | This paper developed a two-stage modeling framework for analyzing residential and work location choices with probabilistic choice sets. In the first stage, a household (or a worker) was assumed to select a neighborhood (such as central business district, urban, suburban etc.) to live (or work). In the second stage, the household (or worker) was assumed to choose a specific zone conditional on the selected neighborhood. The neighborhood choice model component takes the form of Manski model with latent choice sets. The model was used to analyze residential and work location decisions in Nashville, Tennessee. The model results indicate significant heterogeneity in the consideration probability of different neighborhood alternatives both in the residential and work location choices. The latent class neighborhood models were found to outperform standard MNL models that assume all decision-makers consider the universal choice set in their decision-making. |
| نوع الوثيقة: | text |
| اللغة: | unknown |
| Relation: | https://digitalcommons.memphis.edu/facpubs/13169; https://doi.org/10.1080/19427867.2020.1783610 |
| DOI: | 10.1080/19427867.2020.1783610 |
| الاتاحة: | https://digitalcommons.memphis.edu/facpubs/13169 https://doi.org/10.1080/19427867.2020.1783610 |
| رقم الانضمام: | edsbas.4A2FA370 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1080/19427867.2020.1783610 |
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