Question
1. Movie companies need to predict the gross receipts of individual movies after a movie has debuted. The accompanying results are the first weekend gross,
1.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.
Gross receipts of six movies
Title First Weekend National Gross Worldwide Gross
Movie A 90.132 317.032 976.167
Movie B 88.172 261.559 878.492
Movie C 93.338 249.626 795.239
Movie D 102.521 290.999 896.528
Movie E 77.199 292.666 938.095
Movie F 77.622 301.806 934.882
a. Compute the covariance between first weekend gross and national gross, first weekend gross and worldwide gross, and national gross and worldwide gross.
Compute the covariance between first weekend gross and national gross.
cov(X,Y)= _____________ (Round to four decimal places as needed.)
Compute the covariance between first weekend gross and worldwide gross.
cov(X,Y)=_________ (Round to four decimal places as needed.)
Compute the covariance between national gross and worldwide gross.
cov(X,Y)=_________ (Round to four decimal places as needed.)
b. Compute the coefficient of correlation between first weekend gross and national gross, first weekend gross and worldwide gross, and national gross and worldwide gross.
Compute the coefficient of correlation between first weekend gross and national gross.
R= ___________(Round to four decimal places as needed.)
Compute the coefficient of correlation between first weekend gross and worldwide gross.
R= ___________(Round to four decimal places as needed.)
Compute the coefficient of correlation between national gross and worldwide gross.
R= ___________(Round to four decimal places as needed.)
c. Which is more valuable in expressing the relationship between first weekend gross, national gross, and wordwide gross, the covariance or the coefficient of correlation? Explain.
A. The correlation coefficient is more valuable for expressing the relationship between first weekend gross, national gross, and worldwide gross because it does not depend on the units used to measure first weekend gross, national gross, and worldwide gross.
B. The covariance is more valuable for expressing the relationship between first weekend gross, national gross, and worldwide gross because it measures the relative strength between first weekend gross, national gross, and worldwide gross.
C. The correlation coefficient is more valuable for expressing the relationship between first weekend gross, national gross, and worldwide gross because it can prove that there is a causation effect between first weekend gross, national gross, and worldwide gross.
d. Based on (a) and (b), what conclusions can be reached about the relationship between first weekend gross, national gross, and worldwide gross?
A. 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.
B. 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.
C. 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.
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