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Cumulative distribution functionsAQA A-Level Further Maths: Flashcards

What these 12 flashcards ask

  • Definition of F(x)?
  • How do you get f from F?
  • How do you get F from f?
  • F(x) below the range and above the range?
  • P(a<X<b) in terms of F?
  • P(Xa) in terms of F?
  • Equation for the median using F?
  • Equations for the quartiles using F?
  • Is a cdf ever decreasing?
  • What is f(x) outside the range?
  • How do you find an unknown constant in a cdf?
  • A cdf has pieces. How do you pick the piece to solve F=\frac12 in?

Exam questions on Cumulative distribution functions

  1. The continuous random variable XX has cumulative distribution function F(x)=0F(x)=0 for x<0x<0, F(x)=3x2−x34F(x)=\frac{3x^2-x^3}{4} for 0≤x≤20\le x\le2, and F(x)=1F(x)=1 for x>2x>2.
    Find the probability density function f(x)f(x) of XX.2 marks
  2. The continuous random variable XX has probability density function f(x)=3x4f(x)=\frac{3}{x^4} for x≥1x\ge1, and f(x)=0f(x)=0 otherwise.
    Find the median of XX.2 marks
  3. The continuous random variable XX has cumulative distribution function F(x)=0F(x)=0 for x<0x<0, F(x)=k(x2+2x)F(x)=k(x^2+2x) for 0≤x≤20\le x\le2, and F(x)=1F(x)=1 for x>2x>2, where kk is a constant.
    Find the value of kk.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).