DocumentCode
1858558
Title
Evaluating the quality of statistical data based on the bootstrap method
Author
Yan-fei, Yang
Author_Institution
Air Force Radar Acad., Wuhan, China
Volume
3
fYear
2011
fDate
13-15 May 2011
Firstpage
413
Lastpage
416
Abstract
It is an important method to evaluate the quality of statistical data based on statistical distributions. And in practice, the key work of this method is to find out the statistic´s distribution. Given the advantage of bootstrap in exploring the statistic´s distribution, we introduce the bootstrap to the evaluation of the quality of statistical data, and give a general frame of test for quality of statistical data. At last, simulation and verification are made based on the survey data from government.
Keywords
statistical databases; statistical distributions; bootstrap method; statistical data quality; statistical distributions; Approximation methods; Cities and towns; Computers; Gaussian distribution; Histograms; Pollution; Testing; bootstrap; data quality; logarithm normal distribution; tests for normality;
fLanguage
English
Publisher
ieee
Conference_Titel
Business Management and Electronic Information (BMEI), 2011 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-61284-108-3
Type
conf
DOI
10.1109/ICBMEI.2011.5920482
Filename
5920482
Link To Document