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Mean, variance and Poisson approximation to the binomialEdexcel A-Level Further Maths: Mind map

Binomial
Poisson

Binomial and Poisson

mean, variance, approximation

npnpnp(1−p)np(1-p)λ\lambdann large
Finding n and p
Approximation
Evaluating

Exam questions on Mean, variance and Poisson approximation to the binomial

  1. A box contains 40 light bulbs, each independently faulty with probability 0.150.15. The number of faulty bulbs in the box is XX, where X∼B(40,0.15)X\sim B(40,0.15).
    The random variable Y∼Po(λ)Y\sim\text{Po}(\lambda) has the same mean as XX. Write down Var(Y)\text{Var}(Y) and compare it with Var(X)\text{Var}(X).2 marks
  2. The random variable X∼B(n,p)X\sim B(n,p) has mean 1212 and variance 9.69.6.
    Use a calculator to find P(X>15)P(X>15).2 marks
  3. A factory makes pen cartridges. Each cartridge is independently defective with probability 0.0040.004. Cartridges are packed in boxes of 500 and XX is the number of defective cartridges in a box.
    Explain why XX may be approximated by a Poisson distribution and state the parameter of that distribution.3 marks
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Written by the Exaim team, led by Shaun Daswani (Head of Upper Secondary, Improve ME Institute; MSc Financial Mathematics, Imperial College London; BSc, UCL) and Jason Daswani (operational lead, Improve ME Institute; LSE).