Coding (2022)

See below for resources associated with the coding workshops from SIPPS 2022. For materials from other years and/or workshop series, follow this link.

Week 1: Setting up your R environment

Before the workshop:

download these files: data file, RMarkdown file, R Project file

After the workshop:

RMarkdown file (with answers)
- Note: If you have trouble knitting your Rmd file, find the code chunk where you load in a set of packages (using the library() function), and remove the text eval = False.
Introduction to coding slides

Week 2: Programming fundamentals

Before the workshop:

please create a folder named 02_intro-programming on your computer
download these files within that folder: data file, RMarkdown file, R Project file, RMarkdown challenge file

After the workshop:

Week 3: Data cleaning, pt. 1

Before the workshop:

please create a folder named 03_data-cleaning on your computer
download these files within that folder: Study 1 data file (csv), Study 1 data file (rda), Study 2 data file, Study 2 README, RMarkdown file, R Project file, RMarkdown challenge file

After the workshop:

Week 4: Data cleaning, pt. 2 (i.e., Data manipulation)

Before the workshop:

please create a folder named 04_data-manipulation on your computer
download these files within that folder: Study 1 data file, Study 1 followup data file, Study 2 subjects data file, Study 2 trials data file, Study 2 README, RMarkdown file, R Project file, RMarkdown challenge file

After the workshop:

Week 5: No workshop (4th of July)

Week 6: Correlations and basic visualizations

Before the workshop:

please create a folder named 05_corr-viz on your computer
download these files within that folder: RMarkdown file, R Project file, RMarkdown challenge file

After the workshop:

Week 7: Introduction to linear models

Before the workshop:

please create a folder named 06_intro-reg on your computer
download these files within that folder: RMarkdown file, R Project file, RMarkdown challenge file
linear model overview

After the workshop:

Week 8: Interactions in linear models

Before the workshop:

please create a folder named 07_reg-interactions on your computer
download these files within that folder: RMarkdown file, R Project file, RMarkdown challenge file
slides on linear models with interactions

After the workshop:

Week 9: Visualizing effects in linear models

Before the workshop:

please create a folder named 08_reg-plotting on your computer
download these files within that folder: RMarkdown file, R Project file, RMarkdown challenge file, data file (“affect.csv”)

After the workshop:

Week 10: Advanced plotting

Before the workshop:

please create a folder named 09_adv-viz on your computer
download these files within that folder: RMarkdown file, R Project file, RMarkdown challenge file