Question: 5 . Predicted level value of the dependent variable using the smearing estimate Suppose a data set of 1 7 7 observations ( NN =

5. Predicted level value of the dependent variable using the smearing estimate
Suppose a data set of 177 observations (NN=177) was analyzed using OLS to examine the factors influencing the salary of CEOs. The regression results are as follows, with standard errors in parentheses:
lsalary=4.7(0.35)+0.15(0.06)lsales+0.10(0.04)lmktval+0.010(0.003)ceotenlsalary^=4.7(0.35)+0.15(0.06)lsales+0.10(0.04)lmktval+0.010(0.003)ceoten
where
lsalarylsalary= log of salary, measured in thousands of dollarslsaleslsales= log of sales, with sales measured in millions of dollarslmktvallmktval= log of market value of firm, with market value measured in millions of dollarsceotenceoten= years as CEO at current firm
nn=177R2R2=0.33100^= n1i=1nexp(ui)n1i=1nexpui^=1.35
The predicted log of salary for a CEO of a firm with $4 billion in sales (or $4,000 million) and a $11 billion market value (or $11,000 million), who has been the CEO for 11 years, is 6.2862.
Suppose you would like the predicted salary, and not the predicted log salary, for a CEO of a firm with $4 billion in sales (or $4,000 million) and a $11,000 billion market value (or $11 million), who has been the CEO for 11 years.
The predicted salary for a CEO in this scenario would be thousand.

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