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2014
- handle: 10670/1.d5sn9i
- 1405-0269
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CIENCIA ergo-sum, Revista Científica Multidisciplinaria de Prospectiva
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Multidisciplinarias (Ciencias Sociales) Statistics Statistics panel data panel data fixed effectsCiter ce document
J. Ramón Gil-García et al., « Using Panel Data Techniques for Social Science Research: an Illustrative Case and Some Guidelines », Ciencia Ergo Sum, ID : 10670/1.d5sn9i
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"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."