Title :
Evaluating the quality of statistical data based on the bootstrap method
Author_Institution :
Air Force Radar Acad., Wuhan, China
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;
Conference_Titel :
Business Management and Electronic Information (BMEI), 2011 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-61284-108-3
DOI :
10.1109/ICBMEI.2011.5920482
