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A computer software developer would like to use the number of downloads (in thousands) for the trial version of his new shareware to predict the
A computer software developer would like to use the number of downloads (in thousands) for the trial version of his new shareware to predict the amount of revenue (in thousands of dollars) he can make on the full version of the new shareware. Following is the output from a simple linear regression along with the residual plot and normal probability plot obtained from a data set of 30 different sharewares that he has developed:
Regression Statistics Multiple R 0.8691 R Square 0.7554 Adjusted R Square 0.7467 Standard Error 44.4765 Observations 30.0000 ANOVA if SS MS F Significance F Regression 171062.9193 171062.9193 86.4759 0.0000 Residual 28 55388.4309 1978. 1582 Total 29 226451.3503 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Intercept -95.0614 26.9183 -3.5315 0.0015 -150.2009 -39.9218 Download 3.7297 0.4011 9.2992 0.0000 2.9082 4.5513Step by Step Solution
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