AQA S2 2008 January — Question 2 11 marks

Exam BoardAQA
ModuleS2 (Statistics 2)
Year2008
SessionJanuary
Marks11
PaperDownload PDF ↗
TopicSum of Poisson processes
TypeBasic sum of two Poissons
DifficultyModerate -0.3 This is a straightforward application of standard Poisson distribution properties: recalling that SD = √mean, using tables/calculator for probabilities, knowing that sum of independent Poissons is Poisson with summed means, and comparing sample mean/variance to assess model fit. All parts are routine bookwork with no problem-solving or novel insight required, making it slightly easier than average.
Spec5.02i Poisson distribution: random events model5.02j Poisson formula: P(X=x) = e^(-lambda)*lambda^x/x!5.02k Calculate Poisson probabilities5.02n Sum of Poisson variables: is Poisson

2 A new information technology centre is advertising places on its one-week residential computer courses.
  1. The number of places, \(X\), booked each week on the publishing course may be modelled by a Poisson distribution with a mean of 9.0.
    1. State the standard deviation of \(X\).
    2. Calculate \(\mathrm { P } ( 6 < X < 12 )\).
  2. The number of places booked each week on the web design course may be modelled by a Poisson distribution with a mean of 2.5.
    1. Write down the distribution for \(T\), the total number of places booked each week on the publishing and web design courses.
    2. Hence calculate the probability that, during a given week, a total of fewer than 2 places are booked.
  3. The number of places booked on the database course during each of a random sample of 10 weeks is as follows: $$\begin{array} { l l l l l l l l l l } 14 & 15 & 8 & 16 & 18 & 4 & 10 & 12 & 15 & 8 \end{array}$$ By calculating appropriate numerical measures, state, with a reason, whether or not the Poisson distribution \(\mathrm { Po } ( 12.0 )\) could provide a suitable model for the number of places booked each week on the database course.

2 A new information technology centre is advertising places on its one-week residential computer courses.
\begin{enumerate}[label=(\alph*)]
\item The number of places, $X$, booked each week on the publishing course may be modelled by a Poisson distribution with a mean of 9.0.
\begin{enumerate}[label=(\roman*)]
\item State the standard deviation of $X$.
\item Calculate $\mathrm { P } ( 6 < X < 12 )$.
\end{enumerate}\item The number of places booked each week on the web design course may be modelled by a Poisson distribution with a mean of 2.5.
\begin{enumerate}[label=(\roman*)]
\item Write down the distribution for $T$, the total number of places booked each week on the publishing and web design courses.
\item Hence calculate the probability that, during a given week, a total of fewer than 2 places are booked.
\end{enumerate}\item The number of places booked on the database course during each of a random sample of 10 weeks is as follows:

$$\begin{array} { l l l l l l l l l l } 
14 & 15 & 8 & 16 & 18 & 4 & 10 & 12 & 15 & 8
\end{array}$$

By calculating appropriate numerical measures, state, with a reason, whether or not the Poisson distribution $\mathrm { Po } ( 12.0 )$ could provide a suitable model for the number of places booked each week on the database course.
\end{enumerate}

\hfill \mbox{\textit{AQA S2 2008 Q2 [11]}}