In: Statistics and Probability
please!!!!!!!!!!!!!1
To study how social media may influence the products consumers buy, researchers collected the opening weekend box office revenue (in millions of dollars) for 23
recent movies and the social media message rate (average number of messages referring to the movie per hour). The data are available below. Conduct a complete simple linear regression analysis of the relationship between revenue (y) and message rate (x).
Q1: Determine the estimate of the standard deviation. s=?????
Q2: What is the test statistic for the hypotheses? t=??????
Message_Rate | Revenue_($millions) |
1363,3 | 148 |
1214,8 | 74 |
575,9 | 64 |
311,3 | 36 |
458,1 | 35 |
293,2 | 34 |
248,3 | 25 |
679,5 | 18 |
151,7 | 17 |
169,6 | 17 |
109,7 | 16 |
144,3 | 16 |
410,2 | 15 |
93,4 | 15 |
104,2 | 15 |
121,8 | 14 |
70,7 | 13 |
81,3 | 12 |
127,6 | 6 |
52,2 | 6 |
149,6 | 5 |
36,3 | 3 |
4,2 | 2 |
standard deviation= 68.64
t statistic= -4.03
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