A company sells seeds and claims that 55% of its pea seeds germinate - Edexcel - A-Level Maths Statistics - Question 5 - 2017 - Paper 2
Question 5
A company sells seeds and claims that 55% of its pea seeds germinate.
(a) Write down a reason why the company should not justify their claim by testing all the pea ... show full transcript
Worked Solution & Example Answer:A company sells seeds and claims that 55% of its pea seeds germinate - Edexcel - A-Level Maths Statistics - Question 5 - 2017 - Paper 2
Step 1
Write down a reason why the company should not justify their claim by testing all the pea seeds they produce.
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Answer
Testing all the pea seeds would be impractical as the seeds would be destroyed in the process, leading to a loss of inventory without providing any useful information.
Step 2
Assuming that the company’s claim is correct, calculate the probability that in at least half of the trays 15 or more of the seeds germinate.
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Answer
Let S = number of seeds out of 24 that germinate, where S follows the binomial distribution, S ~ B(24, 0.55). The number of trays is T = 10. We want to calculate P(T ≥ 5).
Using the binomial probability formula:
P(Textsuccesses)=nextchoosekpk(1−p)n−k
Where k is the number of successes (trays with at least 15 seeds germinating) and n is the total number of trials (trays). Calculating further shows that:
P(Textsuccesses)≈0.149
Step 3
Write down two conditions under which the normal distribution may be used as an approximation to the binomial distribution.
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Answer
The number of trials n is large.
The probability of success p is close to 0.5.
Step 4
Assuming that the company’s claim is correct, use a normal approximation to find the probability that at least 150 pea seeds germinate.
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Let X ~ N(132, 59.4) where the mean μ = np = 240 * 0.55 and the standard deviation σ = √(np(1-p)). To find P(X ≥ 149.5), we convert to the z-score:
Therefore, the approximated probability is about 0.0116.
Step 5
Using your answer to part (d), comment on whether or not the proportion of the company’s pea seeds that germinate is different from the company’s claim of 55%.
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Answer
The probability is very small; therefore, there is evidence that the company's claim is incorrect, suggesting that the actual proportion of germinating seeds may differ from 55%.