Based on the equation: Yhat = 2.306 + 3.7X1 -2.9X2, how would you interpret the
ID: 3156165 • Letter: B
Question
Based on the equation: Yhat = 2.306 + 3.7X1 -2.9X2, how would you interpret the slope for X2?
When X2 = 1, Yhat = -2.9, when controlling for X1.
For every -2.9 change in X2, Yhat increases by 3.7, when controlling for X1.
For every 1 unit increase in X2, Yhat increases by 2.306, when controlling for X1.
When X2 = 1, Yhat = 3.7, when controlling for X1.
For every 1 unit increase in X2, Yhat decreases by 2.306, when controlling for X1.
For every 1 unit increase in X2, Yhat decreases by 2.9, when controlling for X1.
a.When X2 = 1, Yhat = -2.9, when controlling for X1.
b.For every -2.9 change in X2, Yhat increases by 3.7, when controlling for X1.
c.For every 1 unit increase in X2, Yhat increases by 2.306, when controlling for X1.
d.When X2 = 1, Yhat = 3.7, when controlling for X1.
e.For every 1 unit increase in X2, Yhat decreases by 2.306, when controlling for X1.
f.For every 1 unit increase in X2, Yhat decreases by 2.9, when controlling for X1.
Explanation / Answer
Slopes are defined as the change in the dependent variable (Y) for evry unit change in that independent variable.
Hence, for X2, it has slope -2.9, so
OPTION F: For every 1 unit increase in X2, Yhat decreases by 2.9, when controlling for X1. [ANSWER]
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