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This focuses on models and data that arise from repeated observations of a cross-section of individuals, households or companies. These models have found important applications within business, economics, education, political science and other social science disciplines. The author introduces the foundations of longitudinal and panel data analysis at a level suitable for quantitatively oriented graduate social science students as well as individual researchers. He emphasizes mathematical and statistical fundamentals but also describes substantive applications from across the social sciences, showing the breadth and scope that these models enjoy. The applications are enhanced by real-world data sets and software programs in SAS and Stata.
AA / International- internationaal --- 305.971 --- Speciale gevallen in econometrische modelbouw. --- Longitudinal method. --- Panel analysis. --- Social sciences --- Mathematical models. --- Research --- Statistical methods. --- Longitudinal method --- Panel analysis --- Statistical methods --- Mathematical models --- -Longitudinal method --- -Social sciences --- -#SBIB:303H520 --- Panel studies --- Longitudinal research --- Longitudinal studies --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- -Statistical methods --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- #SBIB:303H520 --- Statistics --- Methodology --- Civilization --- Research&delete& --- Quantitative methods in social research --- Mathematical statistics --- Speciale gevallen in econometrische modelbouw --- Social sciences. --- Statistics - General --- Social Sciences --- HA 29 Theory and method of social science statistics - General works --- Mathematical Sciences --- Probability --- Social sciences - Research - Statistical methods --- Social sciences - Mathematical models --- Social sciences - Statistical methods
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