Sumários
Modern R: The World of Tydiverse and R Markdown
27 Março 2025, 14:00 • Oleksandr Horchak
Preparation
To get the most out of this seminar it is recommended to:
· Bring a personal laptop to the class.
· Install R and RStudio prior to the seminar. - Instructions to install R and R Studio: https://rstudio-education.github.io/hopr/starting.html#how-to-download-and-install-r - Download link: https://posit.co/download/rstudio-desktop/
· Have access to the internet during the class (e.g., eduroam wifi at Iscte).
Contents
Class 3: Tidyverse: A modern way of doing R
1. Plotting with ggplot2: histograms, box plots, scatter plots, bar graphs
2. Data analysis 1: correlation, t-test, ANOVA
3. Data analysis 2 (if time is left): a very basic introduction to linear mixed modeling
Modern R: The World of Tydiverse and R Markdown
21 Março 2025, 14:00 • Oleksandr Horchak
Preparation
To get the most out of this seminar it is recommended to:
· Bring a personal laptop to the class.
· Install R and RStudio prior to the seminar. - Instructions to install R and R Studio: https://rstudio-education.github.io/hopr/starting.html#how-to-download-and-install-r - Download link: https://posit.co/download/rstudio-desktop/
· Have access to the internet during the class (e.g., eduroam wifi at Iscte).
Contents
Class 2: Tidyverse: A modern way of doing R
1. Base R vs Tidyverse
2. Installing and loading R packages
3. Tidyverse packages: tibble, readr, dplyr, magritt, ggplot2
4. Loading and inspecting data
5. Transforming variables
6. Pre-processing data: select, rename, filter, arrange, pipe, and mutate functions.
7. Data in long vs wide format
8. Descriptive statistics
Modern R: The World of Tidyverse and Rmarkdown
20 Março 2025, 14:00 • Oleksandr Horchak
Preparation
To get the most out of this seminar it is recommended to:
· Bring a personal laptop to the class.
· Install R and RStudio prior to the seminar. - Instructions to install R and R Studio: https://rstudio-education.github.io/hopr/starting.html#how-to-download-and-install-r - Download link: https://posit.co/download/rstudio-desktop/
· Have access to the internet during the class (e.g., eduroam wifi at Iscte).
Contents
Class 1: Introduction to R
1. Baby steps with R: Simple calculations
2. R Markdown vs R Scripts
3. Assigning variables
4. Vector types: numeric, logical, character, and factor
5. Data frames
6. Useful keyboard shortcuts
7. Reproducible research: sharing HTML reports of your analyses
Systematic review of the literature and meta-analysis in Psychology
29 Novembro 2024, 14:00 • Fernando Ricardo Ferreira Santos
In this seminar, we will discuss a) the typology of literature reviews and syntheses (e.g., systematic/non-systematic, narrative/quantitative) and the advantages of systematic reviews and meta-analyses; and b) the strength of empirical evidence as function of the quality of studies and respective methodological design. We will then focus on the statistical procedures for the estimation, meta-analytic combination, and analysis of the heterogeneity of effect sizes. These features will be complemented with practical exercises.
Practical exercises on systematic review and meta-analyses.
Systematic review of the literature and meta-analysis in Psychology
29 Novembro 2024, 10:00 • Fernando Ricardo Ferreira Santos
In this seminar, we will discuss a) the typology of literature reviews and syntheses (e.g., systematic/non-systematic, narrative/quantitative) and the advantages of systematic reviews and meta-analyses; and b) the strength of empirical evidence as function of the quality of studies and respective methodological design. We will then focus on the statistical procedures for the estimation, meta-analytic combination, and analysis of the heterogeneity of effect sizes. These features will be complemented with practical exercises.