Movie |
Twitter Activity |
Receipts |
The Devil Inside |
219509 |
14763 |
The Dictator |
6405 |
5796 |
Paranormal Activity 3 |
165128 |
15829 |
The Hunger Games |
579288 |
36871 |
Bridesmaids |
6564 |
8995 |
Red Tails |
11104 |
7477 |
Act of Valor |
9152 |
8054 |
A. What is the independent variable (X) and what is the dependent variable (y)
B. Write a null and alternative hypothesis statement
C. What is the R-squared value and interpret it’s meaning?
D. What is the correlation coefficient and interpret it’s meaning?
E. Predict the receipts for a movie that has a Twitter activity of 100,000 using the linear regression formula generated after you run the regression analysis in Excel (just like we did in the lecture notes)
F. At the 95% significance level, is there significant evidence of a relationship between Twitter activity and receipts?
G. Do you accept or reject the null hypothesis?
H. Based upon your answers above, provide us with a paragraph (3-4 sentence) conclusion that would be appropriate to explain the results to a senior executive that isn’t as familiar with statistics as you are!
Part 2 – Two Sample Hypothesis Testing
Using the Retirement funds spreadsheet, please determine if there is a significant difference between the average rate of return on Large Value and Large Growth stock funds.
I. What are the two variables of interest?
J. Write a null and alternative hypothesis statement
K. At the 95% significance level, is there significant evidence of a difference between fund rate of returns?
L. Do you accept or reject the null hypothesis?
M. Based upon your answer above, provide us with a paragraph (3-4 sentence) conclusion that would be appropriate to explain the results to a senior executive that isn’t as familiar with statistics as you are!
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