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81.
A Caution Regarding Rules of Thumb for Variance Inflation Factors 总被引:22,自引:0,他引:22
Robert M. O’brien 《Quality and Quantity》2007,41(5):673-690
The Variance Inflation Factor (VIF) and tolerance are both widely used measures of the degree of multi-collinearity of the
ith independent variable with the other independent variables in a regression model. Unfortunately, several rules of thumb
– most commonly the rule of 10 – associated with VIF are regarded by many practitioners as a sign of severe or serious multi-collinearity
(this rule appears in both scholarly articles and advanced statistical textbooks). When VIF reaches these threshold values
researchers often attempt to reduce the collinearity by eliminating one or more variables from their analysis; using Ridge
Regression to analyze their data; or combining two or more independent variables into a single index. These techniques for
curing problems associated with multi-collinearity can create problems more serious than those they solve. Because of this,
we examine these rules of thumb and find that threshold values of the VIF (and tolerance) need to be evaluated in the context
of several other factors that influence the variance of regression coefficients. Values of the VIF of 10, 20, 40, or even
higher do not, by themselves, discount the results of regression analyses, call for the elimination of one or more independent
variables from the analysis, suggest the use of ridge regression, or require combining of independent variable into a single
index. 相似文献
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84.
引入公差配合的概念,系统地研究了供应链体系中的配合选择问题,在分析合作伙伴评估因素和供应链结构的基础上,提出了应用“公差-配合合作伙伴关系”模型描述供应链节点企业间匹配关系的方法,并阐述了该模型的应用方法和应用实例。 相似文献
85.
《Food Policy》2013
Due to their high protein content, soybeans are important feedstuffs in the European Union (EU). However, the cultivation of soybeans using genetically modified (GM) varieties in non-EU countries is increasing and the EU authorization of GM products takes longer than in other countries, leading to an asynchronous approval between the EU and non-EU countries that might induce soybean trade disruptions. This paper uses an integrated modelling system to simulate Argentina, Brazil and the United States ending soybean exports to the EU. The impact on world trade and on the EU import prices of soy products is analysed with a computable general equilibrium model. EU soy imports are shown to decline, and the import price of soybeans in the EU increases. The effects on EU agricultural markets are analysed based on a partial equilibrium model. Feed costs in the EU are found to increase with poultry and pork the most affected: production and exports decline and imports increase. However, the effects of a trade ban are found to be less profound than in many other studies due to compensating substitution effects at various market levels: increasing imports from third countries, increasing domestic oilseed production and the use of other protein feeds. 相似文献
86.
Changes in the shape and size of airline networks have not been explained clearly from a cost perspective based on the finding of increasing returns to density for given route structures and constant returns to scale for variable network size. We reassessed the estimates of these economies by using new scale and scope indices, finding savings due to changes in route structures and various types of economies of spatial scope not previously calculated: network size, trunk-local services and domestic-international services. Results contribute new insights on the role of cost incentives in the observed changes and trends in the airline industry. 相似文献
87.
新世纪企业组织形式探讨 总被引:3,自引:0,他引:3
本文试图从现代企业制度所推崇的有限责任公司的历史发展及科学技术对企业组织形式的推动和变革出发 ,对新世纪中公司的变革作出推断 相似文献
88.
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监管机构如何对问题保险公司实施监管干预是一个紧迫的现实问题。在中英两国案例研究的基础上发现:监管干预行动都存在迟滞现象。监管机构给予问题保险公司较高的监管容忍度。原则导向与规则导向方式在监管实务中都是不可或缺的。监督力量在干预行动中发挥着重要作用。应该增加保险保障基金公司的监管权,建立监管干预决策的问责机制,建立及时的市场信息披露制度,激励多种监督力量参与干预行动,建立规则导向与原则导向相互融合的监管模式。 相似文献
90.
蔡景红 《武汉市经济管理干部学院学报》2011,(6):17-20
伴随着我国美发业的发展和强化,各种美发产品的市场竞争也日益激烈,而品牌竞争也成为了新时期美发产品的主要竞争手段。飘柔是宝洁公司美发产品中的佼佼者之一,其依靠品牌能力占领了相当巨大的市场,本文以飘柔为例,通过分析其品牌文化,从而深入了解飘柔这一品牌是如何塑造成功的,并以此作为发展美发产品的成功经验借鉴。 相似文献