Week 4

Multiple Regression Analysis

W04-00 Simple regression analysis

SELF STUDY

• SLIDES: 🖥W04-00 Simple regression
• Application Exercise: 📋ae04-00-simple-regression-from-slides-HW.R
  • Perform all the R analysis from slides in an R script.

• Practice: Open Intro. Lab. Simple Regression
• Read: 📖 Introduction to Modern Statistics. Ch. 7 Linear Regression with a single predictor

W04-01 Multiple Regression

In class

• SLIDES: 🖥W04-01 Multiple Regression
• Application Exercise: 📋ae04-01-MLR.Rmd
• Download here ae04-multiple-regression-part-1.zip or on Ilias.

• Practice: Open Intro. Lab. Multiple Regression
• Read: Chapter 2. Regression in (Angrist and Pischke 2014), JLU: justfind.
• Read: 📖 Introduction to Modern Statistics. Ch. 8 Linear regression with multiple predictors

W04-02 Linearity

In class

• SLIDES: 🖥W04-02 Linearity
• Application Exercise: 📋ae04-02-MLR-linearity.Rmd

W04-03 Hedonic prices model

SELF STUDY

• SLIDES: 🖥W04-03 Hedonic Prices Model
• Application Exercise: 📋ae04-03-hedonic-land-prices-HW.Rmd

References

Angrist, Joshua D., and Jörn-Steffen Pischke. 2014. Mastering’metrics: The Path from Cause to Effect. Princeton University Press.