基于主成分聚类分析的我国地区环境污染与经济发展问题实证研究
Empirical analysis of Environmental Pollution and economic development of China’s Regions based on Principal component and Cluster Analysis
中国是一个发展中国家,80年代后,随着改革开放和经济的高速发展,我国的环境污染呈加剧之势,并向农村急剧蔓延。本文利用多元统计分析中主成分分析、聚类分析以及判别分析方法,分别对我国31个地区环境污染和经济发展情况进行评价,计算出各自主成分的综合得分,将31个地区分为四类,经济发达轻污染地区,经济较发达重污染地区,经济中等水平次级污染地区,经济欠发达轻污染地区。并在此基础上对比各类地区经济发展和环境污染的不同特点,总结此种现象的原因,最后对环境和经济协调发展提出建议。
hina is a developing country, since 80’s, with the reform and opening and high development of economic the environmental pollution was getting worse and speeded to the rural areas.In this paper, multivariate statistical analysis methods of principal component analysis, cluster analysis and discriminate analysis are used to evaluate the situation of environmental pollution and economic development of china’s 31 regions respectively. After calculating integrated score of their principle component ,we rank the results and classify thirty one regions into four categories: economically developed-slight pollution area, comparatively developed- heavy pollution areas, middle level of economic development- moderate pollution area and low level of economic development-slight pollution area .Based on it, we compare various regions of the different characters of economic development and environment pollution , sum up the reasons of them, and make our own proposals about coordination of environmental and economic development finally.
洪柳
环境污染、环境污染防治经济学环境管理
环境污染经济发展主成分分析聚类分析
environmental pollutioneconomic developmentcluster analysis
洪柳.基于主成分聚类分析的我国地区环境污染与经济发展问题实证研究[EB/OL].(2009-07-09)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/200907-226.点此复制
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