OCR S4 2008 June — Question 5 11 marks

Exam BoardOCR
ModuleS4 (Statistics 4)
Year2008
SessionJune
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicProbability Generating Functions
TypeMoment generating function problems
DifficultyStandard +0.8 This S4 question requires understanding MGF structure to extract probabilities, then using E(X) to solve simultaneous equations, computing variance via E(X²), and interpreting the MGF form. It combines multiple techniques (differentiation, algebraic manipulation, variance formula) with conceptual understanding of MGFs, making it moderately challenging but still within standard Further Maths scope.
Spec5.02b Expectation and variance: discrete random variables5.02c Linear coding: effects on mean and variance

5 The discrete random variable \(X\) has moment generating function \(\frac { 1 } { 4 } \mathrm { e } ^ { 2 t } + a \mathrm { e } ^ { 3 t } + b \mathrm { e } ^ { 4 t }\), where \(a\) and \(b\) are constants. It is given that \(\mathrm { E } ( X ) = 3 \frac { 3 } { 8 }\).
  1. Show that \(a = \frac { 1 } { 8 }\), and find the value of \(b\).
  2. Find \(\operatorname { Var } ( X )\).
  3. State the possible values of \(X\).

AnswerMarks Guidance
(a) Obtain expression of form \(\frac{a \tan \alpha}{b + c \tan^2 \alpha}\)M1 any non-zero constants a, b, c
State correct \(\frac{2 \tan \alpha}{1 - \tan^2 \alpha}\)A1 or equiv
Attempt to produce polynomial equation in \(\tan \alpha\)M1 using sound process
Obtain at least one correct value of \(\tan \alpha\)A1 \(\tan \alpha = \pm \frac{1}{\sqrt{3}}\)
Obtain 41.8A1 allow 42 or greater accuracy; allow 0.73 allow 138 or greater accuracy
Obtain 138.2 and no other values between 0 and 180A1 [SC: Answers only 41.8 or … B1; 138.2 or … no others B1]
(b)(i) State \(\frac{2}{6}\)B1
(ii) Attempt use of identity linking \(\cot^2 \beta\) and \(\cosec^2 \beta\)M1 or equiv retaining exactness; condone sign errors
Obtain \(\frac{13}{36}\)A1 or exact equiv
(a) Obtain expression of form $\frac{a \tan \alpha}{b + c \tan^2 \alpha}$ | M1 | any non-zero constants a, b, c
State correct $\frac{2 \tan \alpha}{1 - \tan^2 \alpha}$ | A1 | or equiv
Attempt to produce polynomial equation in $\tan \alpha$ | M1 | using sound process
Obtain at least one correct value of $\tan \alpha$ | A1 | $\tan \alpha = \pm \frac{1}{\sqrt{3}}$
Obtain 41.8 | A1 | allow 42 or greater accuracy; allow 0.73 allow 138 or greater accuracy
Obtain 138.2 and no other values between 0 and 180 | A1 | [SC: Answers only 41.8 or … B1; 138.2 or … no others B1]

(b)(i) State $\frac{2}{6}$ | B1 | 

(ii) Attempt use of identity linking $\cot^2 \beta$ and $\cosec^2 \beta$ | M1 | or equiv retaining exactness; condone sign errors
Obtain $\frac{13}{36}$ | A1 | or exact equiv
5 The discrete random variable $X$ has moment generating function $\frac { 1 } { 4 } \mathrm { e } ^ { 2 t } + a \mathrm { e } ^ { 3 t } + b \mathrm { e } ^ { 4 t }$, where $a$ and $b$ are constants. It is given that $\mathrm { E } ( X ) = 3 \frac { 3 } { 8 }$.\\
(i) Show that $a = \frac { 1 } { 8 }$, and find the value of $b$.\\
(ii) Find $\operatorname { Var } ( X )$.\\
(iii) State the possible values of $X$.

\hfill \mbox{\textit{OCR S4 2008 Q5 [11]}}