Farmer Adam grows potatoes - Edexcel - A-Level Maths Statistics - Question 7 - 2018 - Paper 1
Question 7
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.
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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=σx−μ
where:
μ=140 (mean)
σ=40 (standard deviation)
x=92 (weight)
Calculating the z-score:
z=4092−140=40−48=−1.2
Next, we can use the z-table to find the cumulative probability associated with z=−1.2. This is approximately 0.1151. Therefore, the percentage of potatoes that cannot be sold is:
P(X<92)=0.1151×100≈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, q3, 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=0.674.
Using the z-score formula:
q3=μ+z⋅σ
Substituting the values:
q3=140+0.674⋅40≈140+26.96=166.96 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)=1−P(X<q3)
From the previous step, we found:
P(X<q3)=0.75
Thus, the probability that a randomly selected potato weighs more than q3 is:
P(X>q3)=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, q1, corresponds to the 25th percentile. The z-score for the 25th percentile from the z-table is approximately z=−0.674.
Using the z-score formula:
q1=μ+z⋅σ
Substituting the values:
q1=140+(−0.674)⋅40≈140−26.96=113.04 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) as p1,
P(X>q3) as p3,
P(q1<X<q3) as p2.
From previous calculations, we have:
p1≈0.25 (from q1)
p3≈0.25 (from q3)
Thus,
p2=1−(p1+p3)=1−(0.25+0.25)=0.5
The probability of selecting three potatoes where one is in each category is: