OCR S1 2007 June — Question 9 11 marks

Exam BoardOCR
ModuleS1 (Statistics 1)
Year2007
SessionJune
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicGeometric Distribution
TypeMean/expectation of geometric distribution
DifficultyStandard +0.3 Part (i) involves direct application of standard geometric distribution formulas (expectation, PMF, and tail probability) requiring only recall and basic calculation. Part (ii) requires recognizing that P(Y is odd) forms a geometric series and applying the sum formula—a modest step up requiring some algebraic manipulation but still a standard textbook exercise with clear scaffolding.
Spec5.02f Geometric distribution: conditions5.02g Geometric probabilities: P(X=r) = p(1-p)^(r-1)

9
  1. A random variable \(X\) has the distribution \(\operatorname { Geo } \left( \frac { 1 } { 5 } \right)\). Find
    1. \(\mathrm { E } ( \mathrm { X } )\),
    2. \(\mathrm { P } ( \mathrm { X } = 4 )\),
    3. \(P ( X > 4 )\).
    4. A random variable \(Y\) has the distribution \(\operatorname { Geo } ( p )\), and \(q = 1 - p\).
      (a) Show that \(P ( Y\) is odd \() = p + q ^ { 2 } p + q ^ { 4 } p + \ldots\).
      (b) Use the formula for the sum to infinity of a geometric progression to show that $$P ( Y \text { is odd } ) = \frac { 1 } { 1 + q }$$ {}
      7

Part ia
\(1 / ^1/_5\)
AnswerMarks
\(= 5\)M1
A1.2..
Part b
AnswerMarks
\((^1/_5)^5 × ^1/_5 = a/_{625}\) or \(0.102\) (3 sfs)M1
A12
Part c
AnswerMarks Guidance
\((^1/_5)^3\)M1 or \(1-(^1/_5 + ^4/_5×^1/_5 + (^1/_5)^2×^1/_5)\)
NOT \(1 - (^1/_5)^4\)
\(= \frac{256}{_{655}}\) or a.r.t \(0.410\) (3 sfs) or \(0.41\)A1 .2..
Part iii
\(P(Y=1) = p, P(Y=3) = q^2p, P(Y=5) = q^4p\)
AnswerMarks Guidance
\(p, p(1 - p)^2, p(1 - p)^4\)B1 1
\(q^4, q^5, q^6\)
or any of these with \(1 - p\) instead of \(q\)
"Always \(q\) to even power × \(p\)"
Either associate each term with relevant prob
AnswerMarks Guidance
Or give indication of how terms derivedM1 ≥ two terms
Part b
AnswerMarks Guidance
Recog that c.r.t. \(= q^2\) or \((1-p)^2\)M1 or eg \(r = q^2p/p\)
\(S_∞ = \frac{p}{1-q^2}\) or \(\frac{p}{1-(1-p)^2}\)M1
\(P(\text{odd}) = \frac{1-q}{1-q^2}\)
AnswerMarks Guidance
\(= \frac{1-q}{(1-q)(1+q)}\)M1 ( \(= \frac{p}{2p - p^2}\) ) \(= \frac{p}{p(2-p)}\)
( \(= \frac{1}{2 - p}\) ) \(= \frac{1}{2-(1-q)}\)
Must see this step for A1
A14
Total: 11
### Part ia
$1 / ^1/_5$
$= 5$ | M1 | 
| A1 | .2..

### Part b
$(^1/_5)^5 × ^1/_5 = a/_{625}$ or $0.102$ (3 sfs) | M1 | 
| A1 | 2

### Part c
$(^1/_5)^3$ | M1 | or $1-(^1/_5 + ^4/_5×^1/_5 + (^1/_5)^2×^1/_5)$
| | NOT $1 - (^1/_5)^4$
$= \frac{256}{_{655}}$ or a.r.t $0.410$ (3 sfs) or $0.41$ | A1 | .2..

### Part iii
$P(Y=1) = p, P(Y=3) = q^2p, P(Y=5) = q^4p$
$p, p(1 - p)^2, p(1 - p)^4$ | B1 | 1
$q^4, q^5, q^6$
or any of these with $1 - p$ instead of $q$
"Always $q$ to even power × $p$"
Either associate each term with relevant prob
Or give indication of how terms derived | M1 | ≥ two terms

### Part b
Recog that c.r.t. $= q^2$ or $(1-p)^2$ | M1 | or eg $r = q^2p/p$
$S_∞ = \frac{p}{1-q^2}$ or $\frac{p}{1-(1-p)^2}$ | M1 |

$P(\text{odd}) = \frac{1-q}{1-q^2}$
$= \frac{1-q}{(1-q)(1+q)}$ | M1 | ( $= \frac{p}{2p - p^2}$ ) $= \frac{p}{p(2-p)}$
| | ( $= \frac{1}{2 - p}$ ) $= \frac{1}{2-(1-q)}$
| | Must see this step for A1
| A1 | 4

**Total: 11**
9 (i) A random variable $X$ has the distribution $\operatorname { Geo } \left( \frac { 1 } { 5 } \right)$. Find
\begin{enumerate}[label=(\alph*)]
\item $\mathrm { E } ( \mathrm { X } )$,
\item $\mathrm { P } ( \mathrm { X } = 4 )$,
\item $P ( X > 4 )$.\\
(ii) A random variable $Y$ has the distribution $\operatorname { Geo } ( p )$, and $q = 1 - p$.\\
(a) Show that $P ( Y$ is odd $) = p + q ^ { 2 } p + q ^ { 4 } p + \ldots$.\\
(b) Use the formula for the sum to infinity of a geometric progression to show that

$$P ( Y \text { is odd } ) = \frac { 1 } { 1 + q }$$

{}\\
7
\end{enumerate}

\hfill \mbox{\textit{OCR S1 2007 Q9 [11]}}