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Essay text:
If profit is zero, the current stock price will be $19.93722. So, for example, if profit is $43.20, then:
Y = 19.93722 + .115048(43.20)
Y = 19.93722 + 4.9700736
Y = 24.9072936
So, if profit is $43.20, the current stock price would be $24.9072936.
Evaluation
Overall, the model is not a very good fit. The Rsquared value is only .13785221, so this indicates that only 13.78% of the variability in the stock price can be explained by its linear relationship with profit. The standard error is 18.71360853, so 90% of the actual stock price will be within +/- $18.71360853 of the estimated stock price...
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