The following table compares the completion percentage and interception percentage of 55 NFL quarterbacks. Completion Percentage 5555 55.555.5 5656 5858 59.559.5 Interception Percentage 55 4.54.5 3.53.5 33 22 Copy Data Step 3 of 3 : Calculate the correlation coefficient, r. Round your answer to three decimal places.
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
The following table compares the completion percentage and interception percentage of 55 NFL quarterbacks.
| Completion Percentage | 5555 | 55.555.5 | 5656 | 5858 | 59.559.5 |
|---|---|---|---|---|---|
| Interception Percentage | 55 | 4.54.5 | 3.53.5 | 33 | 22 |
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Calculate the
Given information:
Number of NFL quarterbacks
The given data of the completion percentage and interception percentage of 5 NFL quarterbacks is as follows:
| Completion percentage (X) | Interception percentage (Y) |
| 55 | 5 |
| 55.5 | 4.5 |
| 56 | 3.5 |
| 58 | 3 |
| 59.5 | 2 |
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