Fruits are sold by weight. Apples are sold at $2 per kg and oranges at $3 per kg. The masses, in kg, of apples and oranges are modelled as having independent normal distributions with means and standard deviations as shown in the table.
Mean mass Standard deviation Apples 0.2 0.05 Oranges 0.3 0.08
| Mean mass | Standard deviation | |
|---|---|---|
| Apples | 0.2 | 0.05 |
| Oranges | 0.3 | 0.08 |
- (i)
Find the probability that the difference between the weight of 3 apples and 1 orange is less than 0.2 kg.
- (ii)
Find the probability that the total selling price of 5 apples and 5 oranges exceeds $5.
- (iii)
Find the least value of such that there is a probability of less than 0.3 that the mean weight of randomly chosen apples is greater than 0.21 kg.
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Worked solution
8(i)
1. Define the random variable for the difference and calculate its mean and variance.
Let be the mass of an apple and be the mass of an orange, such that and .
Let be the difference in mass between 3 randomly chosen apples and 1 orange. Thus, .
So, .
2. Evaluate the probability that the absolute difference is less than 0.2 kg.
We require , which is .
Using a graphing calculator:
8(ii)
1. Define the random variable for the total selling price and calculate its expected value.
Let be the total selling price of 5 apples and 5 oranges.
2. Calculate the variance of the total selling price.
3. State the distribution of $C$ and calculate the required probability.
Since the individual masses are normally distributed, .
8(iii)
1. State the distribution of the sample mean weight of $n$ apples.
Let be the mean weight of randomly chosen apples.
2. Set up the probability inequality and standardise.
We require .
Standardising the normal variable gives:
3. Solve for $n$ using the inverse normal distribution.
For the standard normal distribution, the value such that is approximately .
Therefore, we need the test statistic to be strictly greater than this value:
Since must be an integer, the least value of is .
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