CAIE S1 2021 March — Question 4 6 marks

Exam BoardCAIE
ModuleS1 (Statistics 1)
Year2021
SessionMarch
Marks6
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicDiscrete Probability Distributions
TypeSimple algebraic expression for P(X=x)
DifficultyModerate -0.5 This is a straightforward probability distribution question requiring basic algebraic manipulation. Part (a) involves simple substitution into the given formula, and part (b) requires standard variance calculation using E(X²) - [E(X)]². While it involves multiple steps, the techniques are routine and commonly practiced in S1, making it slightly easier than average.
Spec2.04a Discrete probability distributions5.02b Expectation and variance: discrete random variables

4 The random variable \(X\) takes the values \(1,2,3,4\) only. The probability that \(X\) takes the value \(x\) is \(k x ( 5 - x )\), where \(k\) is a constant.
  1. Draw up the probability distribution table for \(X\), in terms of \(k\).
  2. Show that \(\operatorname { Var } ( X ) = 1.05\).

Question 4(a):
AnswerMarks Guidance
AnswerMarks Guidance
\(x\): 1, 2, 3, 4; prob: \(4k\), \(6k\), \(6k\), \(4k\)B1 Table with \(x\) values and one correct probability expressed in terms of \(k\). Condone any additional \(x\) values if probability stated as 0
Remaining 3 probabilities correctB1 Remaining 3 probabilities correct expressed in terms of \(k\) – condone if the first correct probability is not in table
Question 4(b):
AnswerMarks Guidance
AnswerMarks Guidance
\([4k+6k+6k+4k=1]\ k=\frac{1}{20}\ (=0.05)\)B1 Correct value for \(k\) SOI. May be calculated in 4(a). SC B1 if denominator \(20k\) used throughout
\(E(X)=1\times\frac{4}{20}+2\times\frac{6}{20}+3\times\frac{6}{20}+4\times\frac{4}{20}=\frac{4+12+18+16}{20}\ (=2.5)\)M1 Accept unsimplified expression. Condone \(4k+12k+18k+16k\). May be implied by use in Variance expression. Special ruling: Allow use of denominator \(20k\)
\(\text{Var}(X) = 1^2\times\frac{4}{20}+2^2\times\frac{6}{20}+3^2\times\frac{6}{20}+4^2\times\frac{4}{20}-\left(their\ 2\frac{1}{2}\right)^2\)M1 Appropriate variance formula with *their* numerical probabilities using *their* \((E(X))^2\), accept unsimplified, with *their* \(k\) substituted. Special ruling: If denominator \(20k\) used throughout, accept appropriate variance formula in terms of \(k\)
\(1.05\)A1 AG, NFWW
## Question 4(a):

| Answer | Marks | Guidance |
|--------|-------|----------|
| $x$: 1, 2, 3, 4; prob: $4k$, $6k$, $6k$, $4k$ | B1 | Table with $x$ values and one correct probability expressed in terms of $k$. Condone any additional $x$ values if probability stated as 0 |
| Remaining 3 probabilities correct | B1 | Remaining 3 probabilities correct expressed in terms of $k$ – condone if the first correct probability is not in table |

## Question 4(b):

| Answer | Marks | Guidance |
|--------|-------|----------|
| $[4k+6k+6k+4k=1]\ k=\frac{1}{20}\ (=0.05)$ | B1 | Correct value for $k$ SOI. May be calculated in 4(a). SC B1 if denominator $20k$ used throughout |
| $E(X)=1\times\frac{4}{20}+2\times\frac{6}{20}+3\times\frac{6}{20}+4\times\frac{4}{20}=\frac{4+12+18+16}{20}\ (=2.5)$ | M1 | Accept unsimplified expression. Condone $4k+12k+18k+16k$. May be implied by use in Variance expression. **Special ruling:** Allow use of denominator $20k$ |
| $\text{Var}(X) = 1^2\times\frac{4}{20}+2^2\times\frac{6}{20}+3^2\times\frac{6}{20}+4^2\times\frac{4}{20}-\left(their\ 2\frac{1}{2}\right)^2$ | M1 | Appropriate variance formula with *their* numerical probabilities using *their* $(E(X))^2$, accept unsimplified, with *their* $k$ substituted. **Special ruling:** If denominator $20k$ used throughout, accept appropriate variance formula in terms of $k$ |
| $1.05$ | A1 | AG, NFWW |
4 The random variable $X$ takes the values $1,2,3,4$ only. The probability that $X$ takes the value $x$ is $k x ( 5 - x )$, where $k$ is a constant.
\begin{enumerate}[label=(\alph*)]
\item Draw up the probability distribution table for $X$, in terms of $k$.
\item Show that $\operatorname { Var } ( X ) = 1.05$.
\end{enumerate}

\hfill \mbox{\textit{CAIE S1 2021 Q4 [6]}}