Coding: Advanced (2021)

See below for resources associated with the advanced-track coding workshops from SIPPS 2021. For materials from other years and/or workshop series, follow this link.

Week 1: Refresher of regression and moderation (frequentist)


Before the workshop:
  • make sure you have both R and RStudio downloaded on your machine; if you don’t, check out this page for guidance

Workshop materials:


Note: Please let us know if you are experiencing any issues downloading R and/or installing packages! We also welcome any and all conceptual questions about linear regression, using the lm() function, etc.

Week 2: Refresher of regression and moderation (bayesian)


Before the workshop: After the workshop:

Week 3: Review: Data wrangling, regression (continued), Frequentist vs. Bayes


After the workshop:

Week 4: Cleaning data for multi-level modeling


Before the workshop: After the workshop:

Week 5: Time-course/longitudinal data


Before the workshop: After the workshop:

Week 6: Multilevel modeling: experimental data


Before the workshop: After the workshop:

Week 7: Multilevel modeling: within-person change


Before the workshop: After the workshop:

Week 8: Advanced plotting


Before the workshop:
  • No downloads necessary. Use this link to complete the workshop. (Note that if you would like to save your progress, please enable cookies on your web browser.)
After the workshop:
  • No additional materials.

Week 9: Power


Before the workshop:
  • No downloads necessary. Use this link to complete the workshop. (Note that if you would like to save your progress, please enable cookies on your web browser.)