5. Scatter Plots and Lines of Regression
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Scatter plot and a line of fit:
| Observation | Type of Correlation |
|---|---|
| As x increases, y increases. | Positive |
| As x increases, y decreases. | Negative |
| There is no visible pattern. | No |
By treating the table as a set of points, we can graph the given data as a scatter plot. Do you see any trends?
It looks like there is some kind of correlation. Let's draw a line of fit, or trend line, to help us identify the type of correlation. To do so, we will draw a line through two points that appear to represent the data well, such as (0,22) and (2000,6).
As depth increases, temperature very slowly decreases. This indicates a weak negative correlation between temperature and depth.
Substitute ( 0,22) & ( 2000,6)
Subtract terms
Put minus sign in front of fraction
a/b=.a /16./.b /16.
Substitute values
Write as a decimal