Question: Sometimes it is instructive to generate random data that have a given relationship and then use regression on the generated data to see if the
Sometimes it is instructive to generate random data that have a given relationship and then use regression on the generated data to see if the estimated regression is basically the same as that used to generate the data in the first place.
a. Let X be normally distributed with mean 100 and standard deviation 10, and let Y equal 100 + 5X plus a normally distributed random residual with mean 0 and standard deviation 40. Generate 50 observations.
b. Copy the random data and paste as values in another range of the worksheet. Then run the regression on the copy (the frozen values).
c. Repeat part b several times to see if you get basically the same regression results each time. That is, each run should be on a different set of frozen data.
d. Write a short report of your method and your findings.
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Given parameters Mean X 100 Stdev X 10 Intercept 100 Slope 5 StDev Residuals 40 Random data Frozen data X Y X Y 11681 676664 105765 601018 107687 6106 960724 547029 95996 554354 102274 649261 946107 6... View full answer
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