21801968 STATISTICAL MODELLING in Political science and international relations L-36 LAGONA FRANCESCO
(syllabus)
Introduction to R e R Studio. Importing data. Basic graphs. Basics of descriptive data analysis. Linear models: analysis of variance and regression. Interactions and transformations, Generalized linear models: logistic regression and Poisson regression. Time series analysis: temporal autocorrelation and linear models with ARMA errors. Spatial statistics: spatial autocorrelation and linear models with SAR and CAR errors. Panel data: random effects and generalized linear mixed effects models.
(reference books)
Dalgaard, P (2008) Introductory Statistics with R, Springer.
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Università Roma Tre