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Answer :
Final Answer:
An absolute increase in X corresponds with a percentage increase in the average value of Y, Option b is correct.
Explanation:
The relationship between X and the average value of Y can be explained by option B, where an absolute increase in X corresponds with a percentage increase in the average value of Y.
In this scatter plot, both X and Y axes have logarithmically spaced labels. When X increases from 1 to 10, it represents a tenfold increase. However, the Y-axis remains equally spaced, indicating that each increment on the Y-axis represents a fixed percentage change.
As X increases, the dots following a straight-line increasing trend suggest a proportional increase in Y. This means that for every unit increase in X, Y increases by a certain percentage. Therefore, option B accurately describes this relationship, where an absolute increase in X (e.g., from 1 to 10) corresponds with a percentage increase in the average value of Y, maintaining the linear trend seen in the scatter plot.
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