| Exam Board | Edexcel |
|---|---|
| Module | S1 (Statistics 1) |
| Year | 2010 |
| Session | January |
| Marks | 13 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | Normal Distribution |
| Type | Mixed calculations with boundaries |
| Difficulty | Standard +0.3 This is a standard normal distribution problem requiring inverse normal calculations and simultaneous equations. While it involves multiple steps (finding z-scores, setting up two equations, solving simultaneously), these are routine S1 techniques with no novel insight required. The algebraic manipulation is straightforward, making it slightly easier than average for A-level. |
| Spec | 2.04e Normal distribution: as model N(mu, sigma^2)2.04f Find normal probabilities: Z transformation |
| Answer | Marks |
|---|---|
| Marks: B1 B1 B1 | (3) |
| Answer | Marks |
|---|---|
| Marks: M1 B1 A1 cso | (3) |
| Answer | Marks |
|---|---|
| Marks: B1 M1 A1 A1 | (4) |
| Answer | Marks |
|---|---|
| Marks: M1 B1 A1 | (3) |
## Part (a)
**Answer:** Bell shaped, must have inflexions. 154, 172 on axis. 5% and 30%
**Marks:** B1 B1 B1 | (3)
**Guidance:**
- 2nd B1 for 154 and 172 marked but 154 must be < $\mu$ and 172 > $\mu$. But $\mu$ need not be marked. Allow for $\frac{154 - \mu}{\sigma}$ and $\frac{172 - \mu}{\sigma}$ marked on appropriate sides of the peak
- 3rd B1 the 5% and 30% should be clearly indicated in the correct regions i.e. LH tail and RH tail
## Part (b)
**Answer:** $P(X < 154) = 0.05$
$\frac{154 - \mu}{\sigma} = -1.6449$ or $\frac{\mu - 154}{\sigma} = 1.6449$
$\mu = 154 + 1.6449\sigma$ **given**
**Marks:** M1 B1 A1 cso | (3)
**Guidance:**
- M1 for $\pm \frac{154 - \mu}{\sigma} = z$ value ($z$ must be recognizable e.g. 1.64, 1.65, 1.96 but NOT 0.5199 etc)
- B1 for $\pm$ 1.6449 seen in a line before the final answer
- A1cso for no incorrect statements (in $\mu$, $\sigma$) equating a z value and a probability or incorrect signs. e.g. $\frac{\sigma}{z} = 0.05$ or $\frac{\mu - 154}{\sigma} = 1.6449$ or $P(Z < \frac{\sigma}{z}) = 1.6449$
## Part (c)
**Answer:** $172 - \mu = 0.5244\sigma$ or $\frac{172 - \mu}{\sigma} = 0.5244$ (allow $z = 0.52$ or better here but must be in an equation)
Solving gives $\sigma = 8.2976075$ (awrt 8.30) and $\mu = 167.64873$ (awrt 168)
**Marks:** B1 M1 A1 A1 | (4)
**Guidance:**
- B1 for a correct 2nd equation (NB 172 – $\mu$ = 0.525$\sigma$ is B0, since $z$ is incorrect)
- M1 for solving their two linear equations leading to $\mu = ...$ or $\sigma = ...$
- 1st A1 for $\sigma = $ awrt 8.30
- 2nd A1 for $\mu = $ awrt 168 [NB the 168 can come from false working. These A marks require use of correct equation from (b), and a z value for "0.5244" in (c)]
- NB use of $z = 0.52$ will typically get $\sigma = 8.31$ and $\mu = 167.67...$ and score B1M1A0A1
- No working and both correct scores 4/4, only one correct scores 0/4
## Part (d)
**Answer:** $P(\text{Taller than } 160\text{cm}) = P\left(Z > \frac{160 - \mu}{\sigma}\right) = P(Z < 0.9217994) = 0.8212$
**Marks:** M1 B1 A1 | (3)
**Guidance:**
- M1 for attempt to standardise with 160, their $\mu$ and their $\sigma$ (> 0). Even allow with symbols $\mu$ and $\sigma$
- B1 for $z = $ awrt $\pm$ 0.92
- No working and a correct answer can score 3/3 provided $\sigma$ and $\mu$ are correct to 2sf
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# Guidance Notes
**Question 1 Special Case - With Replacement** (This oversimplifies so do not apply Mis-Read: max mark 2/5)
(a) B1 for 3 branches followed by 3, 3, 3 with correct labels and probabilities of $\frac{1}{4}, \frac{1}{4}, \frac{1}{2}$ on each.
(b) M1 for identifying 2, possibly correct cases and adding 2 products of probabilities but A0 for wrong answer. $\left[\left(\frac{1}{4} \times \frac{1}{4}\right) + \left(\frac{1}{4} \times \frac{1}{4}\right)\right]$ will be sufficient for M1A0 here but $\frac{1}{4} \times \frac{1}{2} + ...$ would score M0
The heights of a population of women are normally distributed with mean $\mu$ cm and standard deviation $\sigma$ cm. It is known that 30% of the women are taller than 172 cm and 5% are shorter than 154 cm.
\begin{enumerate}[label=(\alph*)]
\item Sketch a diagram to show the distribution of heights represented by this information. [3]
\item Show that $\mu = 154 + 1.6449\sigma$. [3]
\item Obtain a second equation and hence find the value of $\mu$ and the value of $\sigma$. [4]
\end{enumerate}
A woman is chosen at random from the population.
\begin{enumerate}[label=(\alph*), start=4]
\item Find the probability that she is taller than 160 cm. [3]
\end{enumerate}
\hfill \mbox{\textit{Edexcel S1 2010 Q7 [13]}}