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国内生产总值及事故灾害损失对城镇居民生活水平影响问题的PLS建模与分析

GDP losses caused by disasters and incidents of urban residents living standards of the impact of the PLS modeling and analysis

中文摘要英文摘要

本文以1995-2006年的数据为例,通过数值计算及建立偏最小二乘回归模型(PLS模型),主要讨论国内生产总值及事故损失对城镇人民生活水平的影响。本文先从理论入手,说明PLS模型是如何建立的;再建立国内生产总值及事故灾害对城镇居民生活水平影响问题的PLS模型;然后通过数值计算及matlab语言说明情况;最后做模型的预测及延伸分析。

his article is based on the data from 1995-2006 as an example, through the numerical calculus and the establishment of partial least-squares regression model(PLS modle). Focused on the GDP and losses on the accident’s impact on the urban people’s living standards .This article first starts with the theory ,illustrating how the PLS model is established; Second re-establishs the PLS model on the GDP losses caused by disasters and incidents of urban residents living standards .Then using the numerical calculatation and MATLAB instruct the situation. finally does the extension of the model predictions and analysis.

李茜、张晓雨、王胜仁

经济学灾害、灾害防治环境科学理论

偏最小二乘回归数学建模数值计算

Partial least-squares regressionMathematical ModelingNumerical calculus

李茜,张晓雨,王胜仁.国内生产总值及事故灾害损失对城镇居民生活水平影响问题的PLS建模与分析[EB/OL].(2009-01-05)[2025-08-03].http://www.paper.edu.cn/releasepaper/content/200901-119.点此复制

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