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Hypothesis Testing with the Normal Distribution

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Question 68

An environmental agency is testing the lifespan of two different types of industrial bio-degradable filters. A random sample of 80 filters of Type A was tested until failure. The lifespans, a a\,a hours, are summarised below:

∑a=5200and∑a2=340 844 \sum a = 5200 \quad \text{and} \quad \sum a^2 = 340\,844 ∑a=5200and∑a2=340844
a.

Calculate unbiased estimates for the mean and variance of the lifespan of Type A filters.

[3]
b.

A separate random sample of 80 filters of Type B was tested under identical conditions. The lifespans, b b\,b hours, yielded the following summary statistics:

bˉ=67.8andsb2=45.2 \bar{b} = 67.8 \quad \text{and} \quad s_b^2 = 45.2 bˉ=67.8andsb2​=45.2

Test, at the 1% level of significance, whether there is a difference between the mean lifespan of Type A filters and Type B filters. State your hypotheses clearly.

[5]
c.

Explain why it was necessary to use the Central Limit Theorem in the context of this test.

[1]
d.

State an assumption made regarding the population variances to conduct the test in part (b).

[1]

Hypothesis Testing with the Normal Distribution Questions

  1. A Level
  2. /Maths
  3. /Hypothesis Testing with the Normal Distribution

Practise Edexcel A Level Maths Hypothesis Testing with the Normal Distribution with exam-style questions for A Level Maths. 132 questions, matched to the Edexcel A Level Maths (9MA0) specification and written in Paper 1, Paper 2 and Paper 3 style. Every question includes a full worked solution and mark scheme, so you can see where marks are awarded rather than just whether you got the answer right.

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