Let's analyze each part of the question in the context of the provided equation of the line of best fit, which is given by \( y = \frac{1}{4}x + 3 \).
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What does the slope of \( \frac{1}{4} \) mean in context?
The slope represents the change in revenue (in millions) for each unit sold. In this case, a slope of \( \frac{1}{4} \) means there is an increase of 1 million in revenue for every 4 units sold. Therefore, this interpretation directly supports the fourth option. -
What does the y-intercept (0, 3) mean in context?
The y-intercept is the value of \( y \) (revenue) when \( x \) (units sold) is 0. This means that when no units are sold, the revenue is 3 million. Therefore, this interpretation aligns with the first option.
Summary of Interpretations:
- Slope: There is an increase of 1 million in revenue for every 4 units sold.
- Y-intercept: When 0 units are sold, the revenue is 3 million.