Question
Movie companies need to predict the gross receipts of individual movies after a movie has debuted. The accompanying results are the first weekend gross, the
Movie companies need to predict the gross receipts of individual movies after a movie has debuted. The accompanying results are the first weekend gross, the national gross, and the worldwide gross (in millions of dollars) of six movies. Complete parts (a) through (d) below.
Click the icon to view the gross receipts of the six movies.
Title | First Weekend | National Gross | Worldwide Gross | ||||
---|---|---|---|---|---|---|---|
Movie A | 90.06290.062 | 317.097317.097 | 976.538976.538 | ||||
Movie B | 88.77988.779 | 261.464261.464 | 878.756878.756 | ||||
Movie C | 93.29893.298 | 249.715249.715 | 795.878795.878 | ||||
Movie D | 102.083102.083 | 290.632290.632 | 896.375896.375 | ||||
Movie E | 77.36577.365 | 292.848292.848 | 938.856938.856 | ||||
Movie F | 77.55977.559 | 301.964301.964 | 934.172934.172 |
- Compute the covariance between first weekend gross and nationalgross, first weekend gross and worldwidegross, and national gross and worldwide gross.
Find the covariance between first weekend gross and national gross.
(Round to four decimal places asneeded.)
Part 2
Find the covariance between first weekend gross and worldwide gross.
(Round to four decimal places asneeded.)
Part 3
Find the covariance between national gross and worldwide gross.
(Round to four decimal places asneeded.)
Part 4
b. Compute the coefficient of correlation between first weekend gross and nationalgross, first weekend gross and worldwidegross, and national gross and worldwide gross.
Find the coefficient of correlation between first weekend gross and national gross.
(Round to three decimal places asneeded.)
Part 5
Find the coefficient of correlation between first weekend gross and worldwide gross.
(Round to three decimal places asneeded.)
Part 6
Find the coefficient of correlation between national gross and worldwide gross.
(Round to three decimal places asneeded.)
Part 7
c.Which is more valuable in expressing the relationship between first weekendgross, nationalgross, and worldwidegross, the covariance or the coefficient ofcorrelation? Explain.
A.
The coefficient ofcorrelation, because it can prove that there is a causation effect between each pair of variables.
B.
The coefficient ofcorrelation, because it measures the relative strength of a linear relationship between each pair of variables.
C.
Thecovariance, because it measures the relative strength of a linear relationship between each pair of variables.
D.
Thecovariance, because it reflects the differences between each pair of variables.
Part 8
d.Based on(a) and(b), what conclusions can be reached about the relationship between first weekendgross, nationalgross, and worldwidegross?
A.
There is a strong negative linear relationship between first weekend gross and both national gross and worldwide gross. There is a strong positive linear relationship between national gross and worldwide gross.
B
There is a weak positive linear relationship between first weekend gross and both national gross and worldwide gross. There is a strong negative linear relationship between national gross and worldwide gross.
C.
There is a weak negative linear relationship between first weekend gross and both national gross and worldwide gross. There is a strong positive linear relationship between national gross and worldwide gross.
D.
There is a weak positive linear relationship between first weekend gross and national gross. There is no relationship between first weekend gross and worldwide gross. There is a strong positive linear relationship between national gross and worldwide gross.
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