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Approximating a Binomial Distribution

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Question 24

Quality control engineers at a semiconductor plant monitor microchips for a specific manufacturing defect. Historical data indicates that the probability of a microchip possessing this defect is 0.012.

a.

Define a suitable model for the distribution of the number of microchips possessing this defect in a batch of nnn chips.

[1]
b.

State one modeling assumption required for the distribution in part (a) to be valid.

[1]
c.

Using a suitable approximation, determine the probability that exactly 5 out of a batch of 250 microchips are found to have this defect.

[3]
d.

Justify the use of the approximation chosen in part (c).

[1]
e.

A manufacturer claims that 65% of their solar panels exceed an efficiency rating of 22%.

From a random sample of 180 panels, 104 are found to exceed this rating.

Using a suitable approximation, test the manufacturer's claim at the 5% level of significance. State your hypotheses clearly.

[6]

Approximating a Binomial Distribution Questions

  1. A Level
  2. /Maths
  3. /Approximating a Binomial Distribution

Practise Edexcel A Level Maths Approximating a Binomial Distribution with exam-style questions for A Level Maths. 68 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.

Question bank