期刊名称:Case Studies in Business, Industry and Government Statistics
印刷版ISSN:2152-372X
出版年度:2007
卷号:1
期号:1
页码:80-90
出版社:Bentley University
摘要:A regression model for per capita public pharmaceutical expenditure is analyzed. The necessity of simultaneously controlling for dynamic patterns and spatial spillover in such analyses is demonstrated. In contrast to previous studies of impact of small-area variation, the present study exploits important aspects related to spatial dynamics as the effects of spatial spillover are analyzed and interpreted within a framework of spatial dynamics and spatial error-correction. It is shown that such dynamics bear important implications related to spatial convergence of a pharmaceutical market. The paper is accessible to an audience experienced with linear regression; basic exposure to spatial statistics is helpful but not strictly necessary.