If we predict sales using discounts, which item do we predict will have the highest sales?

Question

BlackTom AI · Accepted Answer

To determine which item will have the highest sales when predicting based on discounts, we compare the positions of the options on the scatter plot along the vertical axis representing sales.

- Bookcases: This point lies around a discount near 100 and sales just over 100K. While it shows a moderate sales level, it is not near the top of the chart.

- Chairs: Among the listed items, Chairs sit high on the sales axis, roughly around 340K, at a discount a bit above 100. This places Chairs near the upper boundary of the displayed data, indicating strong sales relative to the others.

- Binders: Binders appear far to the right on the discount axis (high discount) but their sales are around 200K, which is notably lower than Chairs.

In terms of the simple relationship shown, items with higher positions on the Sales axis at their respective discounts indicate greater predicted sales. Comparing the three options, Chairs has the highest vertical position, implying the greatest predicted sales when using discounts as the predictor.

Therefore, considering the plotted trend, the item with the highest predicted sales among the options is the one with the top sales value on the chart, while the others fall short in sales compared to it.

MISM2510.12719.202610 Exam 1

If we predict sales using discounts, which item do we predict will have the highest sales?

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