Cumulative distribution function of a DRV

Cumulative distribution function of a DRV

IB Year 6 | Grade 12
5 marks

The probability distribution of a discrete random variable \(X\) is given by \(\mathrm{P}(X = x) = kx\) where \(x = 1, 2, 3, \dots n\).

  1. Find \(k\) in terms of \(n\).[2]
  2. Find, in terms of \(x\) and \(n\), an expression for \(\mathrm{P}(X \leq x)\), the cumulative distribution function of \(X\).[3]

Solution:

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Answer:(a) \(k=\frac{2}{n(n+1)}\). (b) \(\mathrm{F}(x)=\begin{cases}0,&x<1,\\ \frac{\lfloor x\rfloor(\lfloor x\rfloor+1)}{n(n+1)},&1\leq x<n,\\ 1,&x\geq n.\end{cases}\)

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