Question: On the left side, the data set is given and the question is the page in the right hand side. Kindly help TWeetRate Revenue (millions
On the left side, the data set is given and the question is the page in the right hand side. Kindly help

TWeetRate Revenue (millions I 1365-8 I 1212. 8 77 I 581.5 61 I __Hl yage 1 01 :1 For question (d), disregard the adjusted RSquare part. R 12.10 FORECASTING MOVIE REVENUES WITH TWITTER. Refer to the IEEE International Conference on Web Intelligence and IntelligentAgent Technology (2010) study on using the volume of chatter on Twitter.com to forecast movie box ofce revenue, Exercise '11.27Il;I (p. 642). Recall that opening weekend box ofce revenue data (in millions of dollars) were collected for a sample of 24 recent movies. In addition to each movie's tweet rate, i.e., the average number of tweets referring to the movie per hour 1 week prior to the movie's release, the researchers also computed the ratio of positive to negative tweets (called the PN-ratia). a. Give the equation of a rst-order model relating revenue (y) to both tweet rate (:61) and PN-ratio (22). b. Which in the model, part a, represents the change in revenue (y) for every 1-tweet increase in the tweet rate (on), holding PN-ratio (:22) constant? c. Which in the model, part a, represents the change in revenue (y) for every 1unit increase in the PN-ratio (4112), holding tweet rate (m1) constant? d. The following coefcients were reported: R2: .945 and R2: .940. Give a practical interpretation for both R2 and RE. e. Conduct a test of the null hypothesis, Ho: B1 = ,82 = 0. Use a = .05. f. The researchers reported the p-values for testing Ho: l = 0 and Ho: [92 = 0 as both less than .0001. Interpret these results (use a: = .01)
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