تم الحل ✓
categoryإحصاء
schoolبكالوريوس
event_available2026-07-13
السؤال
Transcribed Image Text:
Suppose that you are interested in estimating the ceteris paribus relationship between y and x₁.
For this purpose, you can collect data on two control variables, x2 and x3. (For concreteness, you
might think of y as final exam score, x₁ as class attendance, x2 as GPA up through the previous
semester, and x3 as SAT or ACT score.) Let B₁ be the simple regression estimate from y on x₁
and let ẞ, be the multiple regression estimate from y on x1, x2, x3.
(a) If x₁ is highly correlated with x2 and x3 in the sample, and x2 and x3 have large partial
effects on y, would you expect B₁ and B₁ to be similar or very different? Explain.
(b) If x₁ is almost uncorrelated with x2 and x3, but x2 and x3 are highly correlated, will B₁
and ẞ, tend to be similar or very different? Explain.
(c) If x₁ is highly correlated with x2 and x3, and x2 and x3 have small partial effects on y,
would you expect se[B₁] or se[B₁] to be smaller? Explain.
(d) If x₁ is almost uncorrelated with x2 and x3, x2 and x3 have large partial effects on y, and
x2 and x3 are highly correlated, would you expect se[B₁] or se[B₁] to be smaller? Explain.
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