文章基本信息

标题：Using Panel Data Techniques for Social Science Research: an Illustrative Case and Some Guidelines
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作者：J. Ramón Gil-García ; Gabriel Puron-Cid
期刊名称：Ciencia Ergo Sum
印刷版ISSN：1405-0269
出版年度：2014
卷号：21
期号：3
页码：203-216
语种：English
出版社：Universidad Autónoma del Estado de México
摘要：This paper shows the advantages of applying panel data ( pd ) techniques and de - scribes its steps in the context of social science research. We argue that researchers should understand the opportunities and benefits of using pd techniques in social sciences, including a more robust and meaningful analysis of complex social phenomena. Using a longitudinal dataset of training subsidies for Michigan firms, this paper shows how to perform two varieties of statistical analysis using pd methods (fixed effects and random effects). The example is a case widely used in quantitative analysis courses in higher education programs in the United States and around the world. Pooled ols , fixed effects, and random effects models are presented and discussed.
其他摘要：This paper shows the advantages of applying panel data ( pd ) techniques and de - scribes its steps in the context of social science research. We argue that researchers should understand the opportunities and benefits of using pd techniques in social sciences, including a more robust and meaningful analysis of complex social phenomena. Using a longitudinal dataset of training subsidies for Michigan firms, this paper shows how to perform two varieties of statistical analysis using pd methods (fixed effects and random effects). The example is a case widely used in quantitative analysis courses in higher education programs in the United States and around the world. Pooled ols , fixed effects, and random effects models are presented and discussed.
关键词：Statistics; panel data; social sciences; quantitative methods; fixed effects; random effects. Estadística; datos tipo panel; ciencias sociales; métodos cuant...