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.
96%
114 rated
Only available for registered users.
Sign up now to view full answer, or log in if you already have an account!
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.
99%
104 rated
Only available for registered users.
Sign up now to view full answer, or log in if you already have an account!
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:
Calculate the probability for a single tray, P(S ≥ 15).
Use the cumulative distribution function to compute P(T ≥ 5):
P(Text≥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.
96%
101 rated
Only available for registered users.
Sign up now to view full answer, or log in if you already have an account!
Answer
The sample size n is large.
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.
98%
120 rated
Only available for registered users.
Sign up now to view full answer, or log in if you already have an account!
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>59.4149.5−132)
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%.
97%
117 rated
Only available for registered users.
Sign up now to view full answer, or log in if you already have an account!
Answer
Since the calculated probability is very small, there is evidence to suggest that the company's claim is incorrect.