Module 4: Regression Modeling Part 1

November 3, 2024

Review:

• Time Series Analysis

Presentation:

• Video Lecture M4
• Optional: the links below might be helpful:
  • Intro to Multiple Regression
  • Multiple Regression Variable Selection
  • Applied Regression Analysis (1 of 2)
  • Applied Regression Analysis (2 of 2)

Assignment:

• Build a Regression Model to estimate Real Estate sales prices
  1. Use East Pueblo RE Sales 2014-2016
  2. Test all variables and select the best combination
  3. Produce a Final Model, aiming to maximize R^2 and F-Statistic
• Build a Regression Model to estimate MLB winning percentage
  • Use 2013 MLB Team statistics
  • Test all variables and select the best combination
  • Produce a Final Model, aiming to maximize R^2 and F-Statistic
• Submit Your Assignment
  • Put your final models on two separate worksheets
  • Label one tab “Real Estate” and the other “MLB” (or similar).
  • Submit both in *one* single file, if possible, to help make grading easier.