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Which graph best represents the following situation?As x increases, y increases; r = 0.42.A.Graph AB.Graph BC.Graph CD.Graph D

Question

Which graph best represents the following situation?

As x increases, y increases; r = 0.42.

  • A. Graph A
  • B. Graph B
  • C. Graph C
  • D. Graph D
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Solution

To determine which graph best represents the situation described, we can break down the components of the problem.

1. Understanding the Correlation

The correlation coefficient r=0.42 r = 0.42 indicates a moderate positive correlation between x x and y y . This means that as x x increases, y y tends to increase as well, but the relationship is not perfectly linear.

2. Analyzing the Options

We consider the characteristics of the graphs:

  • Graph A: Would typically represent a strong positive correlation (close to r=1 r = 1 ).
  • Graph B: Might represent a moderate positive correlation similar to r=0.42 r = 0.42 .
  • Graph C: Could depict weak positive correlation or no correlation.
  • Graph D: Often reflects either no correlation or a negative correlation.

3. Selecting the Best Graph

Given that r=0.42 r = 0.42 indicates a moderate positive correlation, Graph B is likely the best representation as it would show a clear upward trend without being too steep or too flat.

Final Answer

The graph that best represents the situation is Graph B.

This problem has been solved

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