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Farmer Adam grows potatoes - Edexcel - A-Level Maths Statistics - Question 7 - 2018 - Paper 1

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Farmer Adam grows potatoes. The weights of potatoes, in grams, grown by Adam are normally distributed with a mean of 140 g and a standard deviation of 40 g. Adam ca... show full transcript

Worked Solution & Example Answer:Farmer Adam grows potatoes - Edexcel - A-Level Maths Statistics - Question 7 - 2018 - Paper 1

Step 1

Find the percentage of potatoes that Adam grows but cannot sell.

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Answer

To find the percentage of potatoes that Adam cannot sell (those weighing less than 92 g), we first standardize the weight using the z-score formula:

z=xμσz = \frac{x - \mu}{\sigma}

where:

  • μ=140\mu = 140 (mean)
  • σ=40\sigma = 40 (standard deviation)
  • x=92x = 92 (weight)

Calculating the z-score:

z=9214040=4840=1.2z = \frac{92 - 140}{40} = \frac{-48}{40} = -1.2

Next, we can use the z-table to find the cumulative probability associated with z=1.2z = -1.2. This is approximately 0.1151. Therefore, the percentage of potatoes that cannot be sold is:

P(X<92)=0.1151×10011.51%P(X < 92) = 0.1151 \times 100 \approx 11.51\%

Step 2

The upper quartile of the weight of potatoes sold by Adam is q3.

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Answer

The upper quartile, q3q_3, corresponds to the 75th percentile. To find the z-score for the 75th percentile, we look it up in the z-table, which gives approximately z=0.674z = 0.674.

Using the z-score formula:

q3=μ+zσq_3 = \mu + z \cdot \sigma

Substituting the values:

q3=140+0.67440140+26.96=166.96 gq_3 = 140 + 0.674 \cdot 40 \approx 140 + 26.96 = 166.96 \text{ g}

Step 3

Find the probability that the weight of a randomly selected potato grown by Adam is more than q3.

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Answer

To find this probability, we need to calculate:

P(X>q3)=1P(X<q3)P(X > q_3) = 1 - P(X < q_3)

From the previous step, we found:

P(X<q3)=0.75P(X < q_3) = 0.75

Thus, the probability that a randomly selected potato weighs more than q3q_3 is:

P(X>q3)=10.75=0.25P(X > q_3) = 1 - 0.75 = 0.25

Step 4

Find the lower quartile, q1, of the weight of potatoes sold by Adam.

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Answer

The lower quartile, q1q_1, corresponds to the 25th percentile. The z-score for the 25th percentile from the z-table is approximately z=0.674z = -0.674.

Using the z-score formula:

q1=μ+zσq_1 = \mu + z \cdot \sigma

Substituting the values:

q1=140+(0.674)4014026.96=113.04 gq_1 = 140 + (-0.674) \cdot 40 \approx 140 - 26.96 = 113.04 \text{ g}

Step 5

Find the probability that one weighs less than q1, one weighs more than q3, and one has a weight between q1 and q3.

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Answer

Let’s denote:

  • P(X<q1)P(X < q_1) as p1p1,
  • P(X>q3)P(X > q_3) as p3p3,
  • P(q1<X<q3)P(q_1 < X < q_3) as p2p2.

From previous calculations, we have:

  • p10.25p1 \approx 0.25 (from q1q_1)
  • p30.25p3 \approx 0.25 (from q3q_3)

Thus,

p2=1(p1+p3)=1(0.25+0.25)=0.5p2 = 1 - (p1 + p3) = 1 - (0.25 + 0.25) = 0.5

The probability of selecting three potatoes where one is in each category is:

P=p1×p2×p3×3!=(0.25×0.25×0.5)×6=0.187518.75%P = p1 \times p2 \times p3 \times 3! = (0.25 \times 0.25 \times 0.5) \times 6 = 0.1875 \approx 18.75\%

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