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You are estimating the SALES of Tom's Burger, your client, based on 45 monthly data, the output is as follows: Sales = 118.91 - 7.908
You are estimating the SALES of Tom's Burger, your client, based on 45 monthly data, the output is as follows:
Sales = 118.91 - 7.908 Price + 1.863 Advert
(se) (6.35) (1.096) (0.683)
R-sq = 0.448; SSR (Residuals) = 1718.943; n=45
Note: Sum of Squares of Residuals is noted as SSR or RSS.
- What is your interpretation of the coefficient of PRICE?
- What is your interpretation of the coefficient of ADVERT?
- What is your interpretation of the coefficient of the Intercept?
- If price is $5.50 and Advertising expenses are $1,200, what is the predicted value of Sales revenue?
- Conduct t-test for all variables using 95% confidence intervals, state your conclusion.
- Conduct F-test (using R2 to find SST; and find the F-value), state your conclusion
- Calculate Adjusted R-square.
- In which case, R-square and Adjusted R-square are exactly the same?
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