A factory produces jars of jam and jars of marmalade - AQA - A-Level Maths Pure - Question 18 - 2021 - Paper 3
Question 18
A factory produces jars of jam and jars of marmalade.
18 (a) (i) The weight, $X$ grams, of jam in a jar can be modelled as a normal variable with mean 372 and a sta... show full transcript
Worked Solution & Example Answer:A factory produces jars of jam and jars of marmalade - AQA - A-Level Maths Pure - Question 18 - 2021 - Paper 3
Step 1
Find the probability that the weight of jam in a jar is equal to 372 grams.
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Answer
The probability of a specific value in a continuous distribution, such as the weight of jam in a jar being exactly 372 grams, is always 0. Therefore, we have:
P(X=372)=0
Step 2
Find the probability that the weight of jam in a jar is greater than 368 grams.
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Answer
To find this probability, we will use the normal distribution properties:
First, calculate the z-score for X=368:
z=σX−μ=3.5368−372=3.5−4≈−1.14
Next, find the probability:
P(X>368)=1−P(X<368)
From z-tables or standard normal distribution calculators, we find:
P(X<368)≈0.1271
Finally, calculate:
P(X>368)=1−0.1271=0.8729
Step 3
Given that P(Y < 346) = 0.975, show that 346 - μ = 1.96σ.
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Answer
To show this, we start by recognizing the standard normal model:
Using the inverse of the standard normal distribution, we know:
z0.975≈1.96
The z-score is calculated as:
z=σ346−μ
Setting this equal to 1.96:
σ346−μ=1.96
Rearranging gives:
346−μ=1.96σ
Hence, we have established the required equation.
Step 4
Given further that P(Y < 336) = 0.14 find μ and σ.
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Answer
From the normal distribution, we find the z-score associated with P(Y<336)=0.14:
z0.14≈−1.08
This gives us:
σ336−μ=−1.08
Rearranging yields:
336−μ=−1.08σ
[Equation 1]
We now have a system of equations:
Equation 1: 336−μ=−1.08σ
Equation 2: 346−μ=1.96σ
Solving these equations:
From Equation 1, we can express mu:
μ=336+1.08σ
Substituting this into Equation 2:
346−(336+1.08σ)=1.96σ