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A company sells seeds and claims that 55% of its pea seeds germinate - Edexcel - A-Level Maths Statistics - Question 5 - 2017 - Paper 2

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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(1p)nkP(T ext{ successes}) = {n ext{ choose } k} p^{k} (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)0.149P(T ext{ successes}) ≈ 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

  1. The number of trials n is large.
  2. 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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Answer

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:

Z = rac{X - ext{mean}}{ ext{std. dev}} = rac{149.5 - 132}{59.4}

Calculating this gives:

P(Xextsuccesses)0.01158.P(X ext{ successes}) ≈ 0.01158.

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%.

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