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

The rule
Comparing

Linear combinations

independent Normal variables

sumdifferencemultiplesmean
2X or X1 + X2
Means
Exam technique

Exam questions on Linear combinations of Normal random variables

  1. The mass of an apple, AA g, is modelled by A∼N(150,122)A\sim N(150, 12^2) and the mass of a pear, PP g, by P∼N(200,152)P\sim N(200, 15^2). The masses of apples and pears are independent.
    Find the probability that a randomly chosen pear is heavier than a randomly chosen apple.2 marks
  2. The independent random variables XX and YY are distributed as X∼N(20,32)X\sim N(20, 3^2) and Y∼N(15,22)Y\sim N(15, 2^2). The random variable W=3X−2YW=3X-2Y.
    Find P(W<25)\mathrm{P}(W<25).2 marks
  3. The length of a metal rod, XX cm, is modelled by X∼N(50,0.42)X\sim N(50, 0.4^2). The lengths of different rods are independent.
    Two rods are chosen at random and placed end to end. Find the probability that their total length exceeds 100.5100.5 cm.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).