The Application of logistic model on Study the Influence Factors of Migrants’ Happiness Based on Group Lasso
Hai-Xia ZHAO, Hong-Bo SHI
Available Online April 2018.
- https://doi.org/10.2991/mess-18.2018.10How to use a DOI?
- Group Lasso-logistic model, variable selection, migrants.
- Migrants has made a great contribution in the process of urban development, carrying out in-depth research about the influence factors of migrants happiness is of great significance to promote the harmonious development of society. In this paper, based on CHIP2013 data about Migrants, Group Lasso-logistic model was used for variable selection and analyzing, and compared with the methods of full logistic model, forward and backward selection logistic model. The result shows that the Group Lasso-logistic model not only provides the effective sparse results, but the generalization ability is optimal.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Hai-Xia ZHAO AU - Hong-Bo SHI PY - 2018/04 DA - 2018/04 TI - The Application of logistic model on Study the Influence Factors of Migrants’ Happiness Based on Group Lasso BT - Proceedings of the 2018 4th Annual International Conference on Modern Education and Social Science (MESS 2018) PB - Atlantis Press SP - 61 EP - 68 SN - 2352-5398 UR - https://doi.org/10.2991/mess-18.2018.10 DO - https://doi.org/10.2991/mess-18.2018.10 ID - ZHAO2018/04 ER -