The Results below show the output of the following model: ?=?0+?1?1+?2?2+? Coefficient St. Error t-ratio Intercept 10.492 0.6655 15.77 ?1 0.0154 0.1889 0.08 ?2 0.1353 0.1889 0.72 Observations 100 ?2 0.985   Correlation matrix: X1 X2 X1 1 X2 0.950 1   Instructions: a. The above results show that the model has the problem of multicollinearity, what are the indicators of multicollinearity that can be identified from these results? b. What are the solutions to rectify multicollinearity?

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
14th Edition
ISBN:9781305506381
Author:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Publisher:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Chapter4: Estimating Demand
Section: Chapter Questions
Problem 1.4CE
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The Results below show the output of the following model: ?=?0+?1?1+?2?2+?

Coefficient St. Error t-ratio

Intercept 10.492 0.6655 15.77

?1 0.0154 0.1889 0.08

?2 0.1353 0.1889 0.72

Observations 100

?2 0.985

 

Correlation matrix:

X1 X2

X1 1

X2 0.950 1

 

Instructions:

a. The above results show that the model has the problem of multicollinearity, what are the indicators of multicollinearity that can be identified from these results?

b. What are the solutions to rectify multicollinearity?

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