| 基于Logistic回归的社区满意度模型 |
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| 引用本文： | 耿金花,高齐圣,任敬喜,张嗣瀛.基于Logistic回归的社区满意度模型[J].控制与决策,2007,22(11):1305-1308. |
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| 作者姓名： | 耿金花 高齐圣 任敬喜 张嗣瀛 |
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| 作者单位： | 1. 青岛大学,复杂性科学研究所,山东,青岛,266071
2. 青岛大学,复杂性科学研究所,山东,青岛,266071;东北大学,信息科学与工程学院,沈阳,110004 |
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| 基金项目： | 国家自然科学基金项目（70571041）;山东省“泰山学者”建设工程项目;高校博士点专项基金项目（20051065002）. |
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| 摘 要： | 在论述顾客满意度模型是具有二分类因变量的非线性模型的基础上，提出一种基于Logistic回归的联立方程模型．首先采用因子分析法提取影响满意度和忠诚度的潜在变量；然后对它们满意与否、忠诚与否进行Logistic回归，建立一个递归联立方程模型；最后结合社区满意度实例进行了实证研究．
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| 关 键 词： | Logistic回归 联立方程 因子分析 社区满意度 |
| 文章编号： | 1001-0920（2007）11-1305-04 |
| 收稿时间： | 2006/8/5 0:00:00 |
| 修稿时间： | 2006-08-05 |
Community satisfaction model based on Logistic regression |
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| GENG Jin-hua,GAO Qi-sheng,REN Jing-xi,ZHANG Si-ying.Community satisfaction model based on Logistic regression[J].Control and Decision,2007,22(11):1305-1308. |
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| Authors: | GENG Jin-hua GAO Qi-sheng REN Jing-xi ZHANG Si-ying |
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| Affiliation: | 1. Complexity Science Institute, Qingdao University, Qingdao 266071, China; 2. College of Information Science and Engineering, Northeastern University, Shenyang 110004, China |
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| Abstract: | Based on the issue that customer sarisaction model is a nonlinear one with dichotomous dependent variable, a kind of Logistic regression simultaneous equations model is proposed. Latent factors influencing satisfaction and loyalty are extracted by factor analysis. Logistic regression analysis for the satisfaction and loyalty of theses latent factors is done, and a recursive simultaneous equation is established. Finally, an example about community satisfaction validates the model. |
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| Keywords: | Logistic regression Simultaneous equations Factor analysis Community satisfaction |
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