期刊名称:Case Studies in Business, Industry and Government Statistics
印刷版ISSN:2152-372X
出版年度:2009
卷号:2
期号:2
页码:109-113
出版社:Bentley University
摘要:The measurement of living standards is widely recognized to be a multivariate challenge. In this paper, problems with the use of typical univariate indicators are outlined, and a novel approach is suggested which relies on Kohonen maps. The stability and accuracy of the map are evaluated via a bootstrap methodology. This paper presents an application of the technique of Kohonen maps in the context of a data set of indicators about Vietnamese provinces. It is suitable for readers with an intermediate level of statistics.
关键词:Kohonen maps; Self-organizing maps; Vietnam living standards