Question: UMMARY OUTPUT Dependent Variable: Home Video Units (Thousands) Regression Statistics Multiple R 0.8964 R square 0.8036 Adjusted R Square 0.8023 Standard Error 526.93 Observations 148

UMMARY OUTPUT
Dependent Variable: Home Video Units (Thousands)
Regression Statistics
Multiple R 0.8964
R square 0.8036
Adjusted R Square 0.8023
Standard Error 526.93
Observations 148
ANOVA
df SS MS F Significance F
Regression 1 1.66E+08 1.66E+08 597.41 0.0000
Residual 146 4.05E+07 2.78E+05
Total 147 2.06E+08
Coefficients Standard Error t Stat P-value Lower 95% Upper 95%
Intercept 71.92 66.77 1.08 0.2832 -60.04 203.87
Gross Box Office ($ Millions) 19.45 0.80 24.44 0.0000 17.88 21.02

Is the relationship between gross box office sales and home video units significant? How can you tell? Do you think the linear model is the best fit for the relationship? Why or why not?

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