🎓 Data analysis with the R software (University of Padova)
Optional laboratory on practical exercises on conducting data analysis with R, conducted in the academic year 2021-2022 within the course ‘Data analysis in comunity contexts’ for the Master Degree in Psychology of community, wellness promotion, and social change at the University of Padova, Italy.
Course program
Day 1: Get started Installing R and RStudio, getting familiar with software interface and basic commands
Day 2: R objects. Vectors, factors, matrix, and data.frame objects
Day 3: R workspace. Environment and working directory, loading dataset, descriptive statistics
Day 4: R Graphics. Data visualization and interpretation of the main types of graphs
Day 5: Linear Models. Simple and multiple linear regression models
Day 6: Multilevel & SEM. Multilevel and multivariate linear models