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
Link To Document :
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