DocumentCode
2604794
Title
Intervals design for economic variable´s range and its application in the survey of household finance
Author
Li, Liao ; Jin-bao, Zhang
Author_Institution
Sch. of Econ. & Manage., Tsinghua Univ., Beijing, China
fYear
2010
fDate
24-26 Nov. 2010
Firstpage
1131
Lastpage
1136
Abstract
In the sample survey about household finance, the respondent usually unwanted to report the true value of their key economic variables (asset and income, etc) for the reason of keeping ones privacy. One method overcoming this problem is to provide a series successive interval and let the respondent choose the right interval his economic variable satisfied. This method can mitigate the respondent double. However, the intervals design is usually based on the designer´s experience and unscientific. In this paper we built a model of optimizing the analysis error of variable when we adopt this way designing the questionnaire. By using Genetic Algorithm (GA) method we give the solution of the model. In an example of investigating household´s annual income, the relationship between the intervals number and the analysis error is discussed. The method proposed in this paper can help us improve the quality of survey data.
Keywords
finance; genetic algorithms; macroeconomics; analysis error; economic variables; genetic algorithm; household finance; Biological cells; Biological system modeling; Data analysis; Economics; Finance; Gallium; Genetic algorithms; GA; analysis error; partition; sampling survey;
fLanguage
English
Publisher
ieee
Conference_Titel
Management Science and Engineering (ICMSE), 2010 International Conference on
Conference_Location
Melbourne, VIC
ISSN
2155-1847
Print_ISBN
978-1-4244-8116-3
Type
conf
DOI
10.1109/ICMSE.2010.5719938
Filename
5719938
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