Edexcel S2 Specimen — Question 7 15 marks

Exam BoardEdexcel
ModuleS2 (Statistics 2)
SessionSpecimen
Marks15
PaperDownload PDF ↗
TopicContinuous Probability Distributions and Random Variables
TypeFind multiple parameters from system
DifficultyStandard +0.3 This is a standard S2 question on continuous probability distributions requiring integration to find parameters. While it involves multiple steps (using ∫f(y)dy=1 and E(Y) formula), the techniques are routine: polynomial integration, algebraic manipulation, and interpreting a quadratic pdf. The 'explain why a≥3' part requires minimal insight (f(y)≥0 condition). Slightly easier than average due to straightforward calculus and algebra.
Spec5.03a Continuous random variables: pdf and cdf5.03b Solve problems: using pdf5.03c Calculate mean/variance: by integration

  1. The random variable \(Y\) has probability density function \(\mathrm { f } ( y )\) given by
$$\mathrm { f } ( y ) = \left\{ \begin{array} { c c } k y ( a - y ) & 0 \leqslant y \leqslant 3 \\ 0 & \text { otherwise } \end{array} \right.$$ where \(k\) and \(a\) are positive constants.
    1. Explain why \(a \geqslant 3\)
    2. Show that \(k = \frac { 2 } { 9 ( a - 2 ) }\) Given that \(\mathrm { E } ( Y ) = 1.75\)
  1. show that \(a = 4\) and write down the value of \(k\). For these values of \(a\) and \(k\),
  2. sketch the probability density function,
  3. write down the mode of \(Y\).

\begin{enumerate}
  \item The random variable $Y$ has probability density function $\mathrm { f } ( y )$ given by
\end{enumerate}

$$\mathrm { f } ( y ) = \left\{ \begin{array} { c c } 
k y ( a - y ) & 0 \leqslant y \leqslant 3 \\
0 & \text { otherwise }
\end{array} \right.$$

where $k$ and $a$ are positive constants.\\
(a) (i) Explain why $a \geqslant 3$\\
(ii) Show that $k = \frac { 2 } { 9 ( a - 2 ) }$

Given that $\mathrm { E } ( Y ) = 1.75$\\
(b) show that $a = 4$ and write down the value of $k$.

For these values of $a$ and $k$,\\
(c) sketch the probability density function,\\
(d) write down the mode of $Y$.\\

\hfill \mbox{\textit{Edexcel S2  Q7 [15]}}