Estimating the Degree of Linear Correlation complete solutions correct answers key

Estimating the Degree of Linear Correlation complete solutions correct answers key

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. The tutorial for this assignment not only shows an example of how to calculate this correlation coefficient, but it also shows what this value represents. It will help you determine the nature of the relationship between the two variables.

Instructions

1. Click on the link to work through the tutorial: Estimating the Degree of Linear Correlation
2. 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:
3. 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

·         Answer the following questions in a Word document:

·         Now that you have calculated the correlation, what does this value represent? What does it tell you about the relationship between these two variables?