ZIMBABWE SCHOOL EXAMINATIONS COUNCIL <br> General Certificate of Education Advanced Level
MATHEMATICS <br> PAPER 4 STATISTICS, MECHANICS
9164/4
JUNE 2017 SESSION 3 hours
Additional materials: Answer paper Graph paper
List of Formulae Non-programmable electronic calculator
TIME 3 hours
INSTRUCTIONS TO CANDIDATES
Write your Name, Centre number and Candidate number in the spaces provided on the answer paper/answer booklet.
Answer all questions. If a numerical answer cannot be given exactly, and the accuracy required is not specified in the question, then in the case of an angle it should be given correct to the nearest degree, and in other cases it should be given correct to 2 significant figures.
If a numerical value for \(g\) is necessary, take \(g=9.81 \mathrm{~ms}^{-2}\).
INFORMATION FOR CANDIDATES
The number of marks is given in brackets [ ] at the end of each question or part question. The total number of marks for this paper is 120. Within each section of the paper, questions are printed in the order of their mark allocations. The use of an electronic calculator is expected, where appropriate. You are reminded of the need for clear presentation in your answers.
This question paper consists of 7 printed pages and 1 blank page.
Copyright: Zimbabwe School Examinations Council, J2017.
**Section A: Statistics**
Question 1
Given that X is a discrete random variable, such that \(\mathrm{X} \sim \operatorname{Geo}(0.4)\), find
(a)
\(\quad \mathrm{P}(\mathrm{X} \leq 7)\),
(b)
\(\quad \mathrm{P}(\mathrm{X}>8 \mid \mathrm{X}>3)\).
Question 2
A survey on 2000 students at a certain university has shown that on average one in every 500 students at that university catches a cold in a week.
Use a suitable approximation to find the probability that
(a)
exactly one student catches a cold in a week.,
(b)
at least three students catch a cold in a month, assuming that the month has exactly 28 days.
Question 3
Below are marks obtained by a group of 36 advanced level students of a certain school in a Mathematics test.
| 59 | 53 | 74 | 55 | 90 | 57 | | :--- | :--- | :--- | :--- | :--- | :--- | | 88 | 68 | 59 | 67 | 82 | 62 | | 61 | 77 | 74 | 86 | 60 | 83 | | 92 | 58 | 60 | 72 | 57 | 96 | | 56 | 67 | 73 | 78 | 66 | 79 | | 51 | 60 | 54 | 67 | 80 | 63 |
(a)
Construct a stem and leaf diagram to illustrate the distribution of the marks, such that each class interval has a width of 5 marks.
(b)
Find the
#### (i)
median mark,
#### (ii)
interquartile range.
Question 4
The continuous random variable \(X\) has a probability density function given by
$$ f(x)= \begin{cases}2 e^{-k x} & x \geq 0 \\ 0 & x<0\end{cases} $$
where \(k\) in an integer.
(a)
Show that \(k=2\).
(b)
Find the
#### (i)
cumulative distribution function of X ,
#### (ii)
exact value of the median.
Question 5
The random variable X is normally distributed with mean \(\mu\) and variance \(\sigma^{2}\). Given that \(\mathrm{P}(\mathrm{X}>65)=0.01\) and \(\mathrm{P}(\mathrm{X}<20)=0.02\), find \(\mu\) and \(\sigma\).
Question 6
The discrete random variable X is distributed as shown in the table below.
| X | 0 | 1 | 2 | 3 | 4 | | :---: | :---: | :---: | :---: | :---: | :---: | | Frequency | 46 | 44 | 20 | 8 | 2 |
(a)
Calculate the mean value of X .
(b)
#### (i)
Find the frequencies that would correspond to a Poisson model with the same mean.
#### (ii)
Test at the \(5 \%\) level of significance whether the data follows a Poisson distribution with the same mean.
Question 7
An agriculture class decided to test three new types of fertilizer \(\mathbf{X}, \mathbf{Y}\) and \(\mathbf{Z}\) on the bean crop in the school garden. They applied the fertilizers to 75 beds of bean plants. The yield per bed of beans was classified as high, medium or low.
The results are summarised in the table below.
| Yield | Type of fertiliser | | | | :--- | :---: | :---: | :---: | | | \(\mathbf{X}\) | \(\mathbf{Y}\) | \(\mathbf{Z}\) | | High | 12 | 15 | 3 | | Medium | 8 | 8 | 8 | | Low | 5 | 7 | 9 |
Test at the \(1 \%\) level of significance whether there is an association between type of fertilizer and yield.
Question 8
The random variables, R and S , are both normally distributed. Given that \(R \sim N(54,36)\) and \(S \sim N(48,25)\).
(a)
Find
#### (i)
the values of r and s such that \(\mathrm{P}(\mathrm{R} \leq r)=\mathrm{P}(\mathrm{S} \geq s)=0.484\),
#### (ii)
\(\quad \mathrm{P}(\mathrm{R} \geq \mathrm{S})\).
(b)
Six independent observations of R are taken.
Find the probability that the sum of the six observations is less than 300 .
Question 9
The marks \(x\), obtained by a random sample of \(n\) students in a test are summarised by \(\sum(x-25)=144\) and \(\sum(x-25)^{2}=3650\).
(a)
Given that \(\bar{x}=28.6\), find the
#### (i)
value of \(n\),
#### (ii)
\(\quad \sum x^{2}\),
#### (iii)
unbiased estimate of the population variance.
(b)
Calculate a 99\% confidence interval for the population mean.
(c)
Given that the sample came from a Normal population with mean \(\mu=30\) and unknown variance, test at the \(5 \%\) level of significance the hypothesis that the mean is less than 30 .
Question 10
Marks, \(X\) and \(Y\) obtained by each of ten candidates in Mathematics are given in the table below. X is the mark for paper 1 and Y is the mark obtained by the candidate in paper 2.
| X | 86 | 93 | 73 | 66 | 88 | 96 | 80 | 70 | 95 | 63 | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | Y | 71 | 76 | 61 | 52 | 75 | 94 | 71 | 60 | 85 | 55 |
(a)
Show the information on a scatter diagram.
(b)
Find the equation of the regression line Y on X in the form \(y=m x+c\).
(c)
Fit the regression line on the graph.
(d)
Use the graph to estimate the paper 2 mark for a candidate who has a paper 1 mark of 75 .
(e)
#### (i)
Calculate the product moment correlation coefficient.
#### (ii)
Comment on the value in (i).
**Section B: Mechanics**
Question 11

A particle is projected horizontally from a point O which is at a height of 45 m vertically above point P . Point P is on level ground.
The particle hits the level ground at point Q such that the distance \(\mathrm{PQ}=15 \mathrm{~m}\) (see diagram).
Calculate the
#### (i)
time taken by the particle to reach the point Q .
#### (ii)
speed of the particle at the point Q .
Question 12

The diagram shows a particle, \(\mathbf{A}\), being dropped from a point \(\left(\frac{9 g}{2}\right)\) metres vertically above point R on a smooth horizontal surface. At the same instant particle \(\mathbf{B}\) of mass 2.5 kg is accelerated from rest along the smooth horizontal surface at \(4 \mathrm{~ms}^{-2}\) towards R .
The particles reach the point R at the same time.
(a)
Find the value of the force acting on particle B.
(b)
Calculate the
#### (i)
time taken by the particles to reach the point \(R\),
#### (ii)
distance covered by the particle \(B\) to reach \(R\).
(c)
Sketch the displacement-time graph for each particle on the same axes, labelling your graphs clearly.
Question 13

The diagram shows a particle of mass 0.5 kg resting in limiting equilibrium on a rough plane inclined to the horizontal at \(35^{\circ}\). The particle is 0.8 m from the horizontal surface along the line of greatest slope.
(a)
Calculate the coefficient of friction between the particle and the inclined plane correct to three decimal places.
(b)
The particle is held and the angle of inclination is increased to \(65^{\circ}\). The particle is then released.
Calculate the
#### (i)
time taken by the particle to reach the horizontal surface,
#### (ii)
velocity of the particle when it reaches the horizontal surface.