An Analysis of Bank Service Satisfaction Based on Quantile Regression and Grey Relational Analysis
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-10
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Bank service satisfaction is vital to the success of a bank.
In this paper, we propose to use the grey relational analysis to gauge the levels of service satisfaction of the banks.
With the grey relational analysis, we compared the effects of different variables on service satisfaction.
We gave ranks to the banks according to their levels of service satisfaction.
We further used the quantile regression model to find the variables that affected the satisfaction of a customer at a specific quantile of satisfaction level.
The result of the quantile regression analysis provided a bank manager with information to formulate policies to further promote satisfaction of the customers at different quantiles of satisfaction level.
We also compared the prediction accuracies of the regression models at different quantiles.
The experiment result showed that, among the seven quantile regression models, the median regression model has the best performance in terms of RMSE, RTIC, and CE performance measures.
American Psychological Association (APA)
Pan, Wen-Tsao& Leu, Yungho. 2016. An Analysis of Bank Service Satisfaction Based on Quantile Regression and Grey Relational Analysis. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1111725
Modern Language Association (MLA)
Pan, Wen-Tsao& Leu, Yungho. An Analysis of Bank Service Satisfaction Based on Quantile Regression and Grey Relational Analysis. Mathematical Problems in Engineering No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1111725
American Medical Association (AMA)
Pan, Wen-Tsao& Leu, Yungho. An Analysis of Bank Service Satisfaction Based on Quantile Regression and Grey Relational Analysis. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1111725
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111725