🎓 Data analysis with the R software (University of Padova)

Luca Menghini, PhD
Last updated on Sep 24, 2023 Psychometrics, Data analysis, R software
PDF Code Slides Course page Github repository

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


past
Avatar
Luca Menghini, PhD
Work & Organizational Psychologist, Postdoc in Occupational Health Psychology

I'm working in the research areas of occupational health psychology, and the psychophysiology of Stress, Recovery, & Sleep.

Related