Question
When you determine if there is an association between two variables, it is also important for you to determine how strong or weak that association
When you determine if there is an association between two variables, it is also important for you to determine how strong or weak that association is. This is why, when you have data for two quantitative variables, you calculate what is called the coefficient for correlation. In this assignment, you will answer questions and solve problems involving the coefficient for correlation.
Instructions
- Suppose you are determining the association between the weight of a car and the miles per gallon that the car gets. Answer the following questions in a Word document:
- In your own words, define correlation and talk about how you can use correlation to determine the relationship between these two variables.
- Before you look at some data, what kind of association do you think will exist between the weight of a car and the miles per gallon that the car gets? Will it be positive or negative?
- Given the data below, use Excel or other technology to calculate the correlation coefficient for this data:
Model
City MPG
Weight
Mazda MX-5 Miata
25
2365
Mercedes/Benz SLK
22
3020
Mitsubishi Eclipse
23
3235
Pontiac Firebird
18
3545
Porsche Boxster
19
2905
Saturn SC
27
2420
- Now that you have calculated the correlation, what does this value represent? What does it tell you about the relationship between these two variables?
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