安徽省高新技术统计关键指标关联性研究

Research for Correlation with the Statistics Key Indexes of New and High Technology in Anhui Province

在国内外的研究基础上,结合安徽特有的基本情况,根据安徽省"1+6"政策体系,建立了一套高新技术统计指标体系。以最大依赖性、最大相关性和最小冗余为准则建立模型,选择过滤式特征选择方法的代表算法之一mRMR来选择特征子集,在众多指标中抽取关键指标,并利用数据挖掘中聚类分析方法挖掘指标间潜在的关联性,提出高新技术产业增加值和高新技术企业培育情况是影响一个地区高新技术产业运行情况的重要指标。

Firstly,on the basis of research at home and abroad,and combining the basic situation of Anhui characteristics,this article establishes a set of index system of new and high technology industries.Secondly,to maximize the dependency,maximum correlation and minimum redundancy for the guidelines,this article establishes a model,chooses mRMR to select feature subset which is one of the representative algorithms of the filter,and extract the key indexes in many indexes.Thirdly,data mining the potential correlation between excavated index using the method of clustering analysis.At last,put forward that it is the added value of new and high technology industries and the enterprises which affect the high and new technology industry.