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A factory produces jars of jam and jars of marmalade - AQA - A-Level Maths Pure - Question 18 - 2021 - Paper 3

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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)=0P(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:

  1. First, calculate the z-score for X=368X = 368: z=Xμσ=3683723.5=43.51.14z = \frac{X - \mu}{\sigma} = \frac{368 - 372}{3.5} = \frac{-4}{3.5} \approx -1.14

  2. Next, find the probability: P(X>368)=1P(X<368)P(X > 368) = 1 - P(X < 368) From z-tables or standard normal distribution calculators, we find: P(X<368)0.1271P(X < 368) \approx 0.1271

  3. Finally, calculate: P(X>368)=10.1271=0.8729P(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:

  1. Using the inverse of the standard normal distribution, we know: z0.9751.96z_{0.975} \approx 1.96

  2. The z-score is calculated as: z=346μσz = \frac{346 - \mu}{\sigma}

  3. Setting this equal to 1.96: 346μσ=1.96\frac{346 - \mu}{\sigma} = 1.96

  4. Rearranging gives: 346μ=1.96σ346 - \mu = 1.96 \sigma

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

  1. From the normal distribution, we find the z-score associated with P(Y<336)=0.14P(Y < 336) = 0.14: z0.141.08z_{0.14} \approx -1.08

  2. This gives us: 336μσ=1.08\frac{336 - \mu}{\sigma} = -1.08

  3. Rearranging yields: 336μ=1.08σ336 - \mu = -1.08 \sigma [Equation 1]

  4. We now have a system of equations:

    • Equation 1: 336μ=1.08σ336 - \mu = -1.08 \sigma
    • Equation 2: 346μ=1.96σ346 - \mu = 1.96 \sigma
  5. Solving these equations:

    • From Equation 1, we can express mu\\mu: μ=336+1.08σ\mu = 336 + 1.08 \sigma
  6. Substituting this into Equation 2: 346(336+1.08σ)=1.96σ346 - (336 + 1.08 \sigma) = 1.96 \sigma

    • Simplifying: 10=1.96σ+1.08σ10 = 1.96 \sigma + 1.08 \sigma 10=3.04σ10 = 3.04 \sigma σ3.29\sigma \approx 3.29
  7. Finally, substituting back to find μμ:

u = 341.4$$

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