Find parameter from probability condition

Questions that require finding a constant or parameter using a given probability statement P(a < X < b) = value, typically by integrating the PDF over the specified interval.

5 questions

CAIE S2 2012 November Q5
5 A random variable \(X\) has probability density function given by $$f ( x ) = \begin{cases} \frac { k } { x - 1 } & 3 \leqslant x \leqslant 5
0 & \text { otherwise } \end{cases}$$ where \(k\) is a constant.
  1. Show that \(k = \frac { 1 } { \ln 2 }\).
  2. Find \(a\) such that \(\mathrm { P } ( X < a ) = 0.75\).
CAIE S2 2013 November Q5
5 The volume, in \(\mathrm { cm } ^ { 3 }\), of liquid left in a glass by people when they have finished drinking all they want is modelled by the random variable \(X\) with probability density function given by $$f ( x ) = \begin{cases} k ( x - 2 ) ^ { 2 } & 0 \leqslant x \leqslant 2
0 & \text { otherwise } \end{cases}$$ where \(k\) is a constant.
  1. Show that \(k = \frac { 3 } { 8 }\).
  2. 20\% of people leave at least \(d \mathrm {~cm} ^ { 3 }\) of liquid in a glass. Find \(d\).
  3. Find \(\mathrm { E } ( X )\).
CAIE S2 2013 November Q5
5 The volume, in \(\mathrm { cm } ^ { 3 }\), of liquid left in a glass by people when they have finished drinking all they want is modelled by the random variable \(X\) with probability density function given by $$f ( x ) = \begin{cases} k ( x - 2 ) ^ { 2 } & 0 \leqslant x \leqslant 2
0 & \text { otherwise } \end{cases}$$ where \(k\) is a constant.
  1. Show that \(k = \frac { 3 } { 8 }\).
  2. \(20 \%\) of people leave at least \(d \mathrm {~cm} ^ { 3 }\) of liquid in a glass. Find \(d\).
  3. Find \(\mathrm { E } ( X )\).
OCR S2 2015 June Q3
3 A continuous random variable \(X\) has probability density function $$f ( x ) = \left\{ \begin{array} { c l } \frac { 3 } { 2 a ^ { 3 } } x ^ { 2 } & - a \leqslant x \leqslant a
0 & \text { otherwise } \end{array} \right.$$ where \(a\) is a constant.
  1. It is given that \(\mathrm { P } ( - 3 \leqslant X \leqslant 3 ) = 0.125\). Find the value of \(a\) in this case.
  2. It is given instead that \(\operatorname { Var } ( X ) = 1.35\). Find the value of \(a\) in this case.
  3. Explain the relationship between \(x\) and \(X\) in this question.
SPS SPS FM Statistics 2021 June Q7
7. A continuous random variable \(X\) has probability density function \(f\) given by $$f ( x ) = \left\{ \begin{array} { c } \frac { x ^ { 2 } } { a } + b , \quad 0 \leq x \leq 4
0 \quad \text { otherwise } \end{array} \right.$$ where \(a\) and \(b\) are positive constants. It is given that \(P ( X \geq 2 ) = 0.75\).
i. Show that \(a = 32\) and \(b = \frac { 1 } { 12 }\).
ii. Find \(E ( X )\).
iii. Find \(P ( X > E ( X ) \mid X > 2 )\)
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