Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

5. [10 points] The true regression is given by the following equation: Y = Bo + BIX1+ B2X2+ B3X3 + 1 However, you omit both

image text in transcribed
5. [10 points] The true regression is given by the following equation: Y = Bo + BIX1+ B2X2+ B3X3 + 1 However, you omit both X2 and X3, and estimate the following regression instead: Y = Bo + Bixit" The relationship between the omitted variables and X1 can be expressed by the following auxilliary regressions: X2 = do + 1X1 + u2 X3 = 70+ 71X1+ u3 a) (6 points) Express the values of Bo and B, in terms of the true B's. What is the omitted variable bias term for Bo ? What is the omitted variable bias term for B,"? b) (4 points) Suppose that X2 has a negative effect on Y (B2 = -140) but is positively related with the X1 (81 = 0.2). Also suppose that X3 has a positive effect on Y (B3 = 7) and is positively related to X1 (y1 = 4). Compute the amount of bias in the estimate B, due to the omitted variables. Carefully explain why you got this level of bias when omitting X2 and X3

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Introduction To Probability And Statistics

Authors: William Mendenhall, Robert J. Beaver, Barbara M. Beaver

13th Edition

0495389536, 9780495389538

More Books

Students also viewed these Mathematics questions

Question

Why should a business be socially responsible?

Answered: 1 week ago

Question

Discuss the general principles of management given by Henri Fayol

Answered: 1 week ago

Question

Detailed note on the contributions of F.W.Taylor

Answered: 1 week ago

Question

Annoyance about a statement that has been made by somebody

Answered: 1 week ago