The masses, in grams, of the packets of semolina flour follow the distribution and the masses, in grams, of the packets of millet flour follow the distribution .
- (a)
Find the probability that 4 times the mass of a packet of semolina flour is between 0.85 kilograms and 1.05 kilograms.
- (b)
Let be the mean mass of 3 packets of semolina flour and 2 packets of millet flour. Given that , show that the value of is 150. Hence, by finding an equation involving , find the value of .
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Worked solution
7(a)
1. Define the random variable and formulate the required probability, ensuring units are consistent.
Let be the mass, in grams, of a packet of semolina flour.
Convert kilograms to grams:
We require the probability .
2. Simplify the inequality and evaluate the probability using a graphing calculator.
Using the graphing calculator:
7(b)
1. Express the expected value of $M$ in terms of $\mu$.
Let and represent the mass of a packet of semolina flour and millet flour respectively. The mean mass of the 5 packets is:
2. Use the symmetry of the normal distribution to deduce the mean of $M$ and show $\mu = 150$.
Since , the distribution of is symmetric about its mean. Therefore, the mean of lies exactly halfway between 125 and 265:
Equating the expressions for the mean:
3. Express the variance of $M$ in terms of $\sigma^2$.
Since the masses of individual packets are independent:
4. Formulate an equation for $\sigma$ using the standard normal distribution.
Given , we standardise the variable :
Using the inverse normal function, the z-value corresponding to an area of 0.02 is approximately .
5. Solve the equation to find the value of $\sigma$.
Squaring both sides:
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