| Exam Board | Edexcel |
|---|---|
| Module | FS1 (Further Statistics 1) |
| Year | 2019 |
| Session | June |
| Marks | 12 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | Geometric Distribution |
| Type | P(X ≤ n) or P(X < n) |
| Difficulty | Standard +0.8 This is a multi-part Further Statistics 1 question requiring geometric distribution calculations including E(X²), followed by a decision-making part (c) that requires comparing E(e^X) with E(X²) using moment generating functions or series summation. While parts (a)-(b) are routine FS1 content, part (c) requires non-trivial insight to evaluate E(e^X) for a geometric distribution, making this moderately challenging overall. |
| Spec | 5.02b Expectation and variance: discrete random variables5.02c Linear coding: effects on mean and variance5.02g Geometric probabilities: P(X=r) = p(1-p)^(r-1)5.02h Geometric: mean 1/p and variance (1-p)/p^2 |
| Answer | Marks | Guidance |
|---|---|---|
| Answer | Mark | Guidance |
| \([B \sim \text{Geo}(\tfrac{1}{3})]\) \(P(B = 4) = \left(\tfrac{2}{3}\right)^3 \times \tfrac{1}{3}\) | M1 | For selecting correct model i.e. \(\text{Geo}(p)\) (may be implied by correct expression) |
| \(= \dfrac{8}{81}\) | A1 | For \(\frac{8}{81}\) (= 0.098765... accept awrt 0.0988) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer | Mark | Guidance |
| \(P(B \leq 5) = 1 - P(B > 5)\) or \(1 - \left(\tfrac{2}{3}\right)^5\) | M1 | For suitable strategy to use geometric model to find correct expression |
| \(= \dfrac{211}{243}\) | A1 | For \(\frac{211}{243}\) (= 0.868312... accept awrt 0.868) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer | Mark | Guidance |
| \(E(B^2) = \text{Var}(B) + [E(B)]^2\) | M1 | For suitable strategy to find \(E(B^2)\) [allow \(G''(1) + G'(1)\)] |
| From formula booklet: \(E(B) = \dfrac{1}{1/3} = 3\) and \(\text{Var}(B) = \dfrac{1 - \frac{1}{3}}{(\frac{1}{3})^2} = 6\) | B1 | For use of correct formulae to find \(E(B) = 3\) and \(\text{Var}(B) = 6\) or \(G''(1) = 12\) |
| So \(E(B^2) = 6 + 9 = \mathbf{15}\) | A1 | For 15. SC Formula for \(E(B^2)\): allow M1B1A0 for \(E(B^2) = \frac{2-p}{p^2}\) (o.e.) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer | Mark | Guidance |
| \([R = \text{no. of the spin when it first lands on red}]\) \(X = R \sim \text{Geo}(\tfrac{2}{3})\) | M1 | For choosing suitable geometric model (sight of \(\text{Geo}(\frac{2}{3})\) or at least 3 correct probabilities) |
| Require \(E(e^X) = \displaystyle\sum_{x=1}^{\infty} e^x \left(\tfrac{1}{3}\right)^{x-1} \cdot \tfrac{2}{3}\) | M1 | For realising need for appropriate expected value and using \(E(g(X))\) [need sum and \(f(x)\)]; NB simply finding \(e^{E(X)} = e^{1.5} = \text{awrt } 4.48\) is M0 |
| \(= \dfrac{2e}{3} \displaystyle\sum_{x=1}^{\infty} \left(\tfrac{e}{3}\right)^{x-1}\) | M1 | For suitable strategy to turn expression into a sum that can be found |
| \(= \dfrac{2e}{3} \times \dfrac{1}{1 - \frac{e}{3}}\) or \(\dfrac{2e}{3-e}\) | A1 | For correct use of sum to infinity of geometric series |
| \(E(e^X) = 19.297...\ \{> 15 = E(B^2)\}\) so Tamara should choose red since it has the greater expected score | A1 | For interpreting outcome in terms of solution to problem; must choose red and see awrt 19.3 (and allow ft of their \(E(B^2) < 19\)) |
# Question 7:
## Part (a)(i)
| Answer | Mark | Guidance |
|--------|------|----------|
| $[B \sim \text{Geo}(\tfrac{1}{3})]$ $P(B = 4) = \left(\tfrac{2}{3}\right)^3 \times \tfrac{1}{3}$ | M1 | For selecting correct model i.e. $\text{Geo}(p)$ (may be implied by correct expression) |
| $= \dfrac{8}{81}$ | A1 | For $\frac{8}{81}$ (= 0.098765... accept awrt 0.0988) |
## Part (a)(ii)
| Answer | Mark | Guidance |
|--------|------|----------|
| $P(B \leq 5) = 1 - P(B > 5)$ or $1 - \left(\tfrac{2}{3}\right)^5$ | M1 | For suitable strategy to use geometric model to find correct expression |
| $= \dfrac{211}{243}$ | A1 | For $\frac{211}{243}$ (= 0.868312... accept awrt 0.868) |
## Part (b)
| Answer | Mark | Guidance |
|--------|------|----------|
| $E(B^2) = \text{Var}(B) + [E(B)]^2$ | M1 | For suitable strategy to find $E(B^2)$ [allow $G''(1) + G'(1)$] |
| From formula booklet: $E(B) = \dfrac{1}{1/3} = 3$ and $\text{Var}(B) = \dfrac{1 - \frac{1}{3}}{(\frac{1}{3})^2} = 6$ | B1 | For use of correct formulae to find $E(B) = 3$ and $\text{Var}(B) = 6$ or $G''(1) = 12$ |
| So $E(B^2) = 6 + 9 = \mathbf{15}$ | A1 | For 15. **SC** Formula for $E(B^2)$: allow M1B1A0 for $E(B^2) = \frac{2-p}{p^2}$ (o.e.) |
## Part (c)
| Answer | Mark | Guidance |
|--------|------|----------|
| $[R = \text{no. of the spin when it first lands on red}]$ $X = R \sim \text{Geo}(\tfrac{2}{3})$ | M1 | For choosing suitable geometric model (sight of $\text{Geo}(\frac{2}{3})$ or at least 3 correct probabilities) |
| Require $E(e^X) = \displaystyle\sum_{x=1}^{\infty} e^x \left(\tfrac{1}{3}\right)^{x-1} \cdot \tfrac{2}{3}$ | M1 | For realising need for appropriate expected value and using $E(g(X))$ [need sum and $f(x)$]; NB simply finding $e^{E(X)} = e^{1.5} = \text{awrt } 4.48$ is M0 |
| $= \dfrac{2e}{3} \displaystyle\sum_{x=1}^{\infty} \left(\tfrac{e}{3}\right)^{x-1}$ | M1 | For suitable strategy to turn expression into a sum that can be found |
| $= \dfrac{2e}{3} \times \dfrac{1}{1 - \frac{e}{3}}$ or $\dfrac{2e}{3-e}$ | A1 | For correct use of sum to infinity of geometric series |
| $E(e^X) = 19.297...\ \{> 15 = E(B^2)\}$ so Tamara should **choose red** since it has the greater expected score | A1 | For interpreting outcome in terms of solution to problem; must choose red and see awrt 19.3 (and allow ft of their $E(B^2) < 19$) |
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\begin{enumerate}
\item A spinner can land on red or blue. When the spinner is spun, there is a probability of $\frac { 1 } { 3 }$ that it lands on blue. The spinner is spun repeatedly.
\end{enumerate}
The random variable $B$ represents the number of the spin when the spinner first lands on blue.\\
(a) Find (i) $\mathrm { P } ( B = 4 )$\\
(ii) $\mathrm { P } ( B \leqslant 5 )$\\
(b) Find $\mathrm { E } \left( B ^ { 2 } \right)$
Steve invites Tamara to play a game with this spinner.\\
Tamara must choose a colour, either red or blue.\\
Steve will spin the spinner repeatedly until the spinner first lands on the colour Tamara has chosen. The random variable $X$ represents the number of the spin when this occurs.
If Tamara chooses red, her score is $\mathrm { e } ^ { X }$\\
If Tamara chooses blue, her score is $X ^ { 2 }$\\
(c) State, giving your reasons and showing any calculations you have made, which colour you would recommend that Tamara chooses.
\hfill \mbox{\textit{Edexcel FS1 2019 Q7 [12]}}