If your supermarket, the typical shopper spends $18.93 with a standard deviation of $12.52. You will exceed $8,000 in total sales for all 400 shoppers by: a) 0.043.
What is the probability ?
The standard deviation of the total sales is:
20 * $12.52
= $250.40
The z-score can be calculated using the formula:
z = (x - μ) / σ
where:
x = value we want to find the probability for
μ= mean
σ =standard deviation
So,
x = $8,000
μ = $7,572
σ = $250.40
Plugging these values into the formula
z = ($8,000 - $7,572) / $250.40
z = 1.71
We can then use a standard normal distribution table or a calculator to find the probability associated with a z-score of 1.71.
Thus:
Probability= 0.9564
The probability of exceeding $8,000 in total sales for all 400 shoppers is:
1 - 0.9564
= 0.043
Therefore the correct option is a) 0.043.