Question: (a)What is spurious regression? Explain. (b)Assuming , randomly generate 1000 observations of variables X and Y using the following equations: X t = pX t-1
(a)What is spurious regression? Explain.
(b)Assuming , randomly generate 1000 observations of variables X and Y using the following equations:
Xt = pXt-1 + et
Yt = pYt-1 + et
Report the graphs of X and Y.
(c)Run the regression: and report the estimated results.
(d)What did you expect about the magnitudes and R-square? How are the estimated values different from your expectations?
(e) In HW 2 problem 1, you estimated a regression of personal consumption expenditures (PCE) on personal disposable income (PDI). Both PCE and PDI were time series data. Explain why that regression was not spurious.
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