Coding: Basic (2021)

See below for resources associated with the basic-track coding workshops from SIPPS 2021. 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 key

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 (shakes.csv), RMarkdown file (lesson.Rmd), R Project file (02_intro-programming.Rproj), RMarkdown challenge file (challenge.Rmd)

After the workshop:

Week 3: Data cleaning - Part 1

Before the workshop:

please create a folder named 03_data-cleaning on your computer
download these files within that folder: data file 1 (Study1.csv), data file 2 (Study1.rda), data file 3 (Study2_Subjects.csv), Readme file (README_Study2.txt), RMarkdown file (lesson_orig.Rmd), R Project file (03_data-cleaning.Rproj), RMarkdown challenge file (challenge.Rmd)

After the workshop:

updated version of the lesson file (based on changes made during the workshop): Lesson RMarkdown file (lesson.Rmd)
Lesson RMarkdown file (with answers) (lesson_key.Rmd)
RMarkdown challenge file (with answers (challenge_key.Rmd)

Week 4: Data cleaning - Part 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: data file 1 (Study1.csv), data file 2 (Study1_Followup.csv), data file 3 (Study2_Subjects.csv), data file 4 (Study2_Trials.csv), Readme file (README_Study2.txt), RMarkdown file (lesson.Rmd), R Project file (04_data-manipulation.Rproj), RMarkdown challenge file (Challenge.Rmd)

After the workshop:

Week 5: Correlations and basic plotting

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 6: Intro to regression/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

After the workshop:

Week 7: 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

After the workshop:

Week 8: 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, affect data file

After the workshop:

Week 9: 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

After the workshop:

Week 10: Women in Science (Faculty speaker: Dr. Dima Amso)

Workshop materials: