THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION

question 33

Essay

THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION:
An economist is in the process of developing a model to predict the price of gold.She believes that the two most important variables are the price of a barrel of oil (x₁)and the interest rate (x₂).She proposes the model y = β₀ + β₁x₁ + β₂x₂ + β₃x₁x₃ + ε.A random sample of 20 daily observations was taken.The computer output is shown below.
THE REGRESSION EQUATION IS
y = 115.6 + 22.3x₁ + 14.7x₂ - 1.36x₁x₂

S = 20.9 R-Sq = 55.4%
ANALYSIS OF VARIANCE

-An economist estimates the regression model y_i= β₀ + β₁x_1i + β₂x_2i + ε_i.The estimates of the parameters β₁ and β₂ are not very large compared with their respective standard errors.But the size of the coefficient of determination indicates quite a strong relationship between the dependent variable and the pair of independent variables.Having obtained these results,the economist strongly suspects the presence of multicollinearity.Since his chief interest is in the influence of X₁ on the dependent variable,he decides that he will avoid the problem of multicollinearity by regressing Y on X₁ alone.Comment on this strategy.

---

Definitions:

Existence Needs

Desires for physical well-being.

Esteem Needs

The human desire for respect, self-esteem, and recognition from others, important for individual motivation and development.

Praise and Recognition

The act of giving positive feedback or acknowledgment to individuals or teams for their accomplishments and contributions.

ERG Theory

A theory of motivation created by Clayton Alderfer, which organizes human needs into three distinct groups: Existence, Relatedness, and Growth.