Give an example of omitted variable bias in a multiple linear regression model. Explain how you...

60.1K

Verified Solution

Question

Basic Math

Give an example of omitted variable bias in a multiple linearregression model. Explain how you would figure out the probabledirection of the bias even without collecting data on this omittedvariable. [3 marks]

Answer & Explanation Solved by verified expert
3.8 Ratings (421 Votes)
Suppose you want to find out what factors determine the price of homes in your area What could you set up to monitor all the variables You decide to run a multiple regression to estimate the price of houses For this you thought of all the factors you want to include in your regression You included variables like number of rooms in the house    See Answer
Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students