Week 5

Logistic regression

Important
  • Due date:
    • Exam 2: Mon, June 6, 11:59pm ET
    • Project proposals + AE 9: Wed, June 8, 11:59pm
    • Lab 5 + AE 10: Fri, June 10, 11:59pm
    • HW 3: Sun, June 12, 11:59pm
    • HW 5: Mon, June 13, 11:59pm
  • Released:
    • Project proposals
    • Lab 5
    • AE 9 + 10
    • HW 3 + 5

Prepare

📖 Read Introduction to Modern Statistics, Chp 9: Logistic regression

📖 Read Introduction to Modern Statistics, Chp 26: Inference for logistic regression

Participate

🖥️ Lecture 18 - Logistic regression

🖥️ Lecture 19 - Probabilities, odds, odds ratios

🖥️ Lecture 20 - LR: Prediction / classification

🖥️ Lecture 21 - LR: Model validation

🖥️ Lecture 22 - LR: Inference + comparison + conditions

🖥️ Lecture 23 - MultiLR: Prediction + inferential models ## Practice

📋 Application Exercise 9 - Odds

📋 Application Exercise 10 - Flight delays

Perform

✍️ HW 3 - Logistic regression and log transformation

⌨️ Lab 5 - General Social Survey

✍️ HW 5 - Statistics Experience



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