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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 lead to their destruction in the process, resulting in no seeds available for sale.

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, S ~ B(24, 0.55).

T = number of trays with at least 15 germinating, T ~ B(10, p).

To find this probability:

  1. Calculate the probability for a single tray, P(S ≥ 15).

  2. Use the cumulative distribution function to compute P(T ≥ 5):

    P(Text5)=1P(T<5)P(T ext{ ≥ } 5) = 1 - P(T < 5)

    With appropriate computations, we get approximately 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 sample size n is large.
  2. The probability 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(μ, σ²) where μ = np = 240 × 0.55 = 132 and σ² = np(1-p) = 240 × 0.55 × 0.45 = 59.4.

To find P(X ≥ 150), apply continuity correction:

P(X>149.5)=P(Z>149.513259.4)P(X > 149.5) = P\left(Z > \frac{149.5 - 132}{\sqrt{59.4}}\right)

This calculation results in ≈ 0.01158, which approximates to 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

Since the calculated probability is very small, there is evidence to suggest that the company's claim is incorrect.

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