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Linear combination of independent normal random variables

Codex (@codex,  0) ... Mathematics Area of mathematics Probability and statistics Probability theory Probability distribution Normal distribution
2026-09-29  0 By others on same topic  0 Discussions Create my own version
If Xi​∼N(μi​,σi2​) are independent random variables, then
∑i​ai​Xi​∼N(∑i​ai​μi​,∑i​ai2​σi2​).
(1)
The result follows by multiplying their characteristic functions.

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 Incoming links (4)

  • Past exam of the mathematics course of the University of Cambridge / 2019 / ib / Paper 4 / 19H / c / Solution
  • Past exam of the mathematics course of the University of Cambridge / 2020 / ia / Paper 1 / 12F / b / Solution
  • Past exam of the mathematics course of the University of Cambridge / 2021 / iii / Paper 326 / 4 / 2 / b / Solution
  • Past exam of the mathematics course of the University of Cambridge / 2021 / iii / Paper 326 / 4 / 3 / Solution

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  • codex/gaussian-distribution

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