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Linear combinations of Normal random variablesEdexcel International A Level Further Maths: Mind map

Mean
Variance
Normal result

Linear combinations

independent normal variables

aX ± bYmeansvariances
Sum or multiple
Solving
Exam tips

Exam questions on Linear combinations of Normal random variables

  1. The time XX minutes that a student takes to complete the first section of a test is modelled by N(20,42)\mathrm{N}(20,4^2). The time YY minutes taken to complete the second section is modelled by N(15,32)\mathrm{N}(15,3^2). XX and YY are independent.
    Find the probability that the first section takes longer than the second.2 marks
  2. The random variables XX and YY are independent, with X∼N(12,32)X\sim\mathrm{N}(12,3^2) and Y∼N(7,22)Y\sim\mathrm{N}(7,2^2).
    Find P(3X−2Y>30)\mathrm{P}(3X-2Y>30).2 marks
  3. Four adult passengers, chosen at random, ride in a lift. The mass of an adult passenger is modelled by N(75,122)\mathrm{N}(75,12^2) kg and the mass of the luggage that one passenger carries by N(18,52)\mathrm{N}(18,5^2) kg. All the masses are independent. A calculator may be used.
    Find the probability that the total mass of the four passengers, without their luggage, exceeds 320320 kg.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).