Week 2

Simple linear regression

Important
  • Due dates:
    • HW 1 + AE 2: Wed, May 18, 11:59pm ET
    • Lab 2 + AE 3: Fri, May 20, 11:59pm ET
    • AE 4: Sun, May 22, 11:59pm ET
    • Exam 1: Mon, May 23, 11:59pm ET
  • Released:
    • HW 1
    • Lab 2
    • AE 2 + AE 3 + AE 4
    • Exam 1

Prepare

πŸ“– Read Introduction to Modern Statistics, Sec 24.1: Case study: Sandwich store

πŸ“– Read Introduction to Modern Statistics, Sec 24.2: Randomization test for the slope

πŸ“– Read Introduction to Modern Statistics, Sec 24.3: Bootstrap confidence interval for the slope

πŸ“– Read Introduction to Modern Statistics, Sec 24.4: Mathematical model for testing the slope

πŸ“– Read Introduction to Modern Statistics, Sec 24.5: Mathematical model, interval for the slope

πŸ“– Read Introduction to Modern Statistics, Sec 24.6: Checking model conditions

πŸ“– Read Introduction to Modern Statistics, Sec 24.7: Chapter review

πŸ“– Read Introduction to Modern Statistics, Sec 8.1: Indicator and categorical predictors

πŸ“– Read Introduction to Modern Statistics, Sec 8.2: Many predictors in a model

πŸ“– Read Introduction to Modern Statistics, Sec 8.3: Adjusted R-squared

Participate

πŸ–₯️ Lecture 4 - SLR: Prediction + model evaluation

πŸ–₯️ Lecture 5 - SLR: Simulation-based inference

πŸ–₯️ Lab 2 - College scorecard

πŸ–₯️ Lecture 6 - SLR: Mathematical models for inference

πŸ–₯️ Lecture 7 - SLR: Model diagnostics

πŸ–₯️ Lecture 9 - Exam 1 review

Practice

πŸ“‹ Application Exercise 2 - Bike rentals in DC

πŸ“‹ Application Exercise 3 - Checking model conditions

πŸ“‹ Application Exercise 4 - Exam 1 Review

Perform

⌨️ Lab 2 - College scorecard

✍️ HW 1 - In-person voting trends

βœ… Exam 1



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