21810367 ANALISI DEI DATI NELL'ERA DIGITALE in International Relations LM-52 A - Z 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)
Eric D. Kolaczyk , Gábor Csárdi (2014) Statistical Analysis of Network Data with R. Springer
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Università Roma Tre