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What inference can be made regarding the relationship between variables G and H

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Question: What inference can be made regarding the relationship between variables G and H based on the mixed graph? (2023)

Options:

  1. G leads to an increase in H.
  2. H influences G negatively.
  3. G and H are positively correlated.
  4. There is no discernible relationship.

Correct Answer: G and H are positively correlated.

Exam Year: 2023

Solution:

The graph shows a clear positive correlation between G and H, indicating that as one increases, so does the other.

What inference can be made regarding the relationship between variables G and H

Practice Questions

Q1
What inference can be made regarding the relationship between variables G and H based on the mixed graph? (2023)
  1. G leads to an increase in H.
  2. H influences G negatively.
  3. G and H are positively correlated.
  4. There is no discernible relationship.

Questions & Step-by-Step Solutions

What inference can be made regarding the relationship between variables G and H based on the mixed graph? (2023)
  • Step 1: Look at the graph that shows the relationship between variables G and H.
  • Step 2: Identify the direction of the trend in the graph. Is it going up or down?
  • Step 3: If the trend is going up, it means that as G increases, H also increases. This is called a positive correlation.
  • Step 4: If the trend is going down, it means that as G increases, H decreases. This is called a negative correlation.
  • Step 5: Since the graph shows a clear upward trend, we can conclude that there is a positive correlation between G and H.
  • Correlation – The relationship between two variables where a change in one variable is associated with a change in another.
  • Mixed Graph Interpretation – Understanding how to read and interpret data presented in a mixed graph format.
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