Schedule
Week 01: Intro
Week 02: Data viz
Week 03: Data wrangle
Week 04: Probability
Week 05: Bootstrap + Data Ethics
Week 06: Sim-based testing
Week 07: Central Limit Theorem
Week 08: Two-sample-inference
Week 09: Linear models
Week 10: Multiple linear regression
Week 11: Classification + Text analysis
Week 12: Spatial data
Week 13: Web scraping + functions
Week 14
Week 15

Week 05: Bootstrap + Data Ethics

Lectures ðŸ”—︎

Slides Videos Application Exercise (AE)
Monday Bootstrap Estimation Bootstrap Estimation: Pt 1 AE 09: Time spent on email
Bootstrap Estimation: Pt 2
Wednesday Data science ethics Data science ethics AE 10: Data Science Ethics

Readings ðŸ”—︎

Introduction to Modern Statistics: 5.2 Required

Assignments ðŸ”—︎

Lab 05: Bootstrap estimation due Wed, Sep 23 at 11:59p

Announcements ðŸ”—︎

Upcoming event: ICPSR Data Fair: Data in Real Life

  • Sep 21 - 25
  • Free to attend but you need to register
  • Can count towards a Stats Experience (more on these Monday!)