Questions — OCR (4619 questions)

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OCR Further Statistics 2021 November Q2
7 marks Moderate -0.3
2 A discrete random variable \(D\) has the following probability distribution, where \(a\) is a constant.
\(d\)0246
\(\mathrm { P } ( D = d )\)\(a\)0.10.30.2
Determine the value of \(\operatorname { Var } ( 3 D + 4 )\).
OCR Further Statistics 2021 November Q3
9 marks Standard +0.3
3 In a large collection of coloured marbles of identical size, the proportion of green marbles is \(p\). One marble is chosen randomly, its colour is noted, and it is then replaced. This process is repeated until a green marble is chosen. The first green marble chosen is the \(X\) th marble chosen.
  1. You are given that \(p = 0.3\).
    1. Find \(\mathrm { P } ( 5 \leqslant X \leqslant 10 )\).
    2. Determine the smallest value of \(n\) for which \(\mathrm { P } ( X = n ) < 0.1\).
  2. You are given instead that \(\operatorname { Var } ( X ) = 42\). Determine the value of \(\mathrm { E } ( X )\).
OCR Further Statistics 2021 November Q4
9 marks Standard +0.3
4 A random sample of 160 observations of a random variable \(X\) is selected. The sample can be summarised as follows.
\(n = 160 \quad \sum x = 2688 \quad \sum x ^ { 2 } = 48398\)
  1. Calculate unbiased estimates of the following.
    1. \(\mathrm { E } ( X )\)
    2. \(\operatorname { Var } ( X )\)
  2. Find a 99\% confidence interval for \(\mathrm { E } ( X )\), giving the end-points of the interval correct to 4 significant figures.
  3. Explain whether it was necessary to use the Central Limit Theorem in answering
    1. part (a),
    2. part (b).
OCR Further Statistics 2021 November Q5
10 marks Standard +0.3
5 The numbers of each of 9 items sold in two different supermarkets in a week are given in the following table.
Item123456789
Supermarket \(A\)1728414362697593115
Supermarket \(B\)24718124729584237
A researcher wants to test whether there is association between the numbers of these items sold in the two supermarkets. However, it is known that the collection of data in Supermarket \(B\) was done inaccurately and each of the numbers in the corresponding row of the table could have been in error by as much as 2 items greater or 2 items fewer.
  1. Explain why Spearman's rank correlation coefficient might be preferred to the use of Pearson's product-moment correlation coefficient in this context.
  2. Carry out the test at the \(5 \%\) significance level using Spearman's rank correlation coefficient.
OCR Further Statistics 2021 November Q6
11 marks Standard +0.3
6 A practice examination paper is taken by 500 candidates, and the organiser wishes to know what continuous distribution could be used to model the actual time, \(X\) minutes, taken by candidates to complete the paper. The organiser starts by carrying out a goodness-of-fit test for the distribution \(\mathrm { N } \left( 100,15 ^ { 2 } \right)\) at the \(5 \%\) significance level. The grouped data and the results of some of the calculations are shown in the following table.
Time\(0 \leqslant X < 80\)\(80 \leqslant X < 90\)\(90 \leqslant X < 100\)\(100 \leqslant X < 110\)\(X \geqslant 110\)
Observed frequency \(O\)3695137129103
Expected frequency \(E\)45.60680.641123.754123.754126.246
\(\frac { ( O - E ) ^ { 2 } } { E }\)2.0232.5571.4180.2224.280
  1. State suitable hypotheses for the test.
  2. Show how the figures 123.754 and 0.222 in the column for \(100 \leqslant X < 110\) were obtained. [3]
  3. Carry out the test. The organiser now wants to suggest an improved model for the data.
    1. Suggest an aspect of the data that the organiser should take into account in considering an improved model.
    2. The graph of the probability density function for the distribution \(\mathrm { N } \left( 100,15 ^ { 2 } \right)\) is shown in the diagram in the Printed Answer Booklet. On the same diagram sketch the probability density function of an improved model that takes into account the aspect of the data in part (d)(i).
OCR Further Statistics 2021 November Q7
12 marks Standard +0.3
7 In a school opinion poll a random sample of 8 pupils were asked to rate school lunches on a scale of 0 to 20 . The results were as follows.
\(\begin{array} { l l l l l l l l } 0 & 1 & 2 & 3 & 4 & 10 & 11 & 13 \end{array}\) After a new menu was introduced, the test was repeated with a different random sample of 8 pupils. The results were as follows.
\(\begin{array} { l l l l l l l l } 7 & 8 & 9 & 14 & 15 & 17 & 19 & 20 \end{array}\)
  1. Carry out an appropriate Wilcoxon test at the \(5 \%\) significance level to test whether pupils' opinions of school lunches have changed. A statistics student tells the organisers of the opinion poll that it would have been better to have asked the same 8 pupils both times.
  2. Explain why the statistics student's suggestion would produce a better test.
  3. State which test should be used if the student's suggestion is followed.
  4. You are given that there are 12870 ways in which 8 different integers can be chosen from the integers 1 to 16 inclusive. Estimate the number of ways of selecting 8 different digits between 1 and 16 inclusive that have a sum less than or equal to the critical value used in the test in part (a).
OCR Further Statistics 2021 November Q8
11 marks
8 The continuous random variable \(Y\) has a uniform distribution on [0,2].
  1. It is given that \(\mathrm { E } [ a \cos ( a Y ) ] = 0.3\), where \(a\) is a constant between 0 and 1 , and \(a Y\) is measured in radians. Determine the value of the constant \(a\).
  2. Determine the \(60 ^ { \text {th } }\) percentile of \(Y ^ { 2 }\).
OCR Further Statistics Specimen Q1
6 marks Easy -1.2
1 The table below shows the typical stopping distances \(d\) metres for a particular car travelling at \(v\) miles per hour.
\(v\)203040506070
\(d\)132436527294
  1. State each of the following words that describe the variable \(v\). \section*{Independent Dependent Controlled Response}
  2. Calculate the equation of the regression line of \(d\) on \(v\).
  3. Use the equation found in part (ii) to estimate the typical stopping distance when this car is travelling at 45 miles per hour. It is given that the product moment correlation coefficient for the data is 0.990 correct to three significant figures.
  4. Explain whether your estimate found in part (iii) is reliable.
OCR Further Statistics Specimen Q2
6 marks Standard +0.8
2 The mass \(J \mathrm {~kg}\) of a bag of randomly chosen Jersey potatoes is a normally distributed random variable with mean 1.00 and standard deviation 0.06. The mass Kkg of a bag of randomly chosen King Edward potatoes is an independent normally distributed random variable with mean 0.80 and standard deviation 0.04 .
  1. Find the probability that the total mass of 6 bags of Jersey potatoes and 8 bags of King Edward potatoes is greater than 12.70 kg .
  2. Find the probability that the mass of one bag of King Edward potatoes is more than \(75 \%\) of the mass of one bag of Jersey potatoes.
OCR Further Statistics Specimen Q3
8 marks Standard +0.3
3 A game is played as follows. A fair six-sided dice is thrown once. If the score obtained is even, the amount of money, in \(\pounds\), that the contestant wins is half the score on the dice, otherwise it is twice the score on the dice.
  1. Find the probability distribution of the amount of money won by the contestant.
  2. The contestant pays \(\pounds 5\) for every time the dice is thrown. Find the standard deviation of the loss made by the contestant in 120 throws of the dice.
OCR Further Statistics Specimen Q4
7 marks Standard +0.3
4 A psychologist investigated the scores of pairs of twins on an aptitude test. Seven pairs of twins were chosen randomly, and the scores are given in the following table.
Elder twin65376079394088
Younger twin58396162502684
  1. Carry out an appropriate Wilcoxon test at the \(10 \%\) significance level to investigate whether there is evidence of a difference in test scores between the elder and the younger of a pair of twins.
  2. Explain the advantage in this case of a Wilcoxon test over a sign test.
OCR Further Statistics Specimen Q5
8 marks Moderate -0.8
5 The number of goals scored by the home team in a randomly chosen hockey match is denoted by \(X\).
  1. In order for \(X\) to be modelled by a Poisson distribution it is assumed that goals scored are random events. State two other conditions needed for \(X\) to be modelled by a Poisson distribution in this context. Assume now that \(X\) can be modelled by the distribution \(\operatorname { Po } ( 1.9 )\).
  2. (a) Write down an expression for \(\mathrm { P } ( X = r )\).
    (b) Hence find \(\mathrm { P } ( X = 3 )\).
  3. Assume also that the number of goals scored by the away team in a randomly chosen hockey match has an independent Poisson distribution with mean \(\lambda\) between 1.31 and 1.32. Find an estimate for the probability that more than 3 goals are scored altogether in a randomly chosen match.
OCR Further Statistics Specimen Q6
7 marks Standard +0.8
6 A bag contains 3 green counters, 3 blue counters and \(w\) white counters. Counters are selected at random, one at a time, with replacement, until a white counter is drawn.
The total number of counters selected, including the white counter, is denoted by \(X\).
  1. In the case when \(w = 2\),
    (a) write down the distribution of \(X\),
    (b) find \(P ( 3 < X \leq 7 )\).
  2. In the case when \(\mathrm { E } ( X ) = 2\), determine the value of \(w\).
  3. In the case when \(w = 2\) and \(X = 6\), find the probability that the first five counters drawn alternate in colour.
OCR Further Statistics Specimen Q7
9 marks Moderate -0.3
7 Sweet pea plants grown using a standard plant food have a mean height of 1.6 m . A new plant food is used for a random sample of 49 randomly chosen plants and the heights, \(x\) metres, of this sample can be summarised by the following. $$\begin{aligned} n & = 49 \\ \Sigma x & = 74.48 \\ \Sigma x ^ { 2 } & = 120.8896 \end{aligned}$$ Test, at the \(5 \%\) significance level, whether, when the new plant food is used, the mean height of sweet pea plants is less than 1.6 m .
OCR Further Statistics Specimen Q8
15 marks Standard +0.3
8 A continuous random variable \(X\) has probability density function given by $$\mathrm { f } ( x ) = \left\{ \begin{array} { c c } 0.8 \mathrm { e } ^ { - 0.8 x } & x \geq 0 \\ 0 & x < 0 \end{array} \right.$$
  1. Find the mean and variance of \(X\). The lifetime of a certain organism is thought to have the same distribution as \(X\). The lifetimes in days of a random sample of 60 specimens of the organism were found. The observed frequencies, together with the expected frequencies correct to 3 decimal places, are given in the table.
    Range\(0 \leq x < 1\)\(1 \leq x < 2\)\(2 \leq x < 3\)\(3 \leq x < 4\)\(x \geq 4\)
    Observed24221031
    Expected33.04014.8466.6712.9972.446
  2. Show how the expected frequency for \(1 \leq x < 2\) is obtained.
  3. Carry out a goodness of fit test at the \(5 \%\) significance level.
OCR Further Statistics Specimen Q9
9 marks Challenging +1.2
9 The continuous random variable \(X\) has cumulative distribution function given by $$\mathrm { F } ( x ) = \left\{ \begin{array} { c c } 0 & x < 0 \\ \frac { 1 } { 16 } x ^ { 2 } & 0 \leq x \leq 4 \\ 1 & x > 4 \end{array} \right.$$
  1. The random variable \(Y\) is defined by \(Y = \frac { 1 } { X ^ { 2 } }\). Find the cumulative distribution function of \(Y\).
  2. Show that \(\mathrm { E } ( Y )\) is not defined. \section*{END OF QUESTION PAPER}
OCR Further Mechanics 2019 June Q1
8 marks Challenging +1.2
1 The region bounded by the \(x\)-axis, the curve \(\mathrm { y } = \sqrt { 2 x ^ { 3 } - 15 x ^ { 2 } + 36 x - 20 }\) and the lines \(x = 1\) and \(x = 4\) is rotated through \(2 \pi\) radians about the \(x\)-axis to form a uniform solid of revolution \(R\). The centre of mass of \(R\) is the point \(G\) (see diagram).
\includegraphics[max width=\textwidth, alt={}, center]{9bc86277-9e6b-41f6-a2c3-94c85e7b1360-2_569_463_507_280}
  1. Explain why the \(y\)-coordinate of \(G\) is 0 .
  2. Find the \(x\)-coordinate of \(G\).
    \(P\) is a point on the edge of the curved surface of \(R\) where \(x = 4 . R\) is freely suspended from \(P\) and hangs in equilibrium.
  3. Find the angle between the axis of symmetry of \(R\) and the vertical.
OCR Further Mechanics 2019 June Q2
10 marks Standard +0.3
2 A solenoid is a device formed by winding a wire tightly around a hollow cylinder so that the wire forms (approximately) circular loops along the cylinder (see diagram).
\includegraphics[max width=\textwidth, alt={}, center]{9bc86277-9e6b-41f6-a2c3-94c85e7b1360-2_161_691_1681_246} When the wire carries an electrical current a magnetic field is created inside the solenoid which can cause a particle which is moving inside the solenoid to accelerate. A student is carrying out experiments on particles moving inside solenoids. His professor suggests that, for a particle of mass \(m\) moving with speed \(v\) inside a solenoid of length \(h\), the acceleration \(a\) of the particle can be modelled by a relationship of the form \(a = \mathrm { km } ^ { \alpha } \mathrm { v } ^ { \beta } \mathrm { h } ^ { \gamma }\), where \(k\) is a constant. The professor tells the student that \([ k ] = \mathrm { MLT } ^ { - 1 }\).
  1. Use dimensional analysis to find \(\alpha , \beta\) and \(\gamma\).
  2. The mass of an electron is \(9.11 \times 10 ^ { - 31 } \mathrm {~kg}\) and the mass of a proton is \(1.67 \times 10 ^ { - 27 } \mathrm {~kg}\). For an electron and a proton moving inside the same solenoid with the same speed, use the model to find the ratio of the acceleration of the electron to the acceleration of the proton. [3]
  3. The professor tells the student that \(a\) also depends on the number of turns or loops of wire, \(N\), that the solenoid has. Explain why dimensional analysis cannot be used to determine the dependence of \(a\) on \(N\). [1
OCR Further Mechanics 2019 June Q3
13 marks Standard +0.3
3 A particle \(Q\) of mass \(m \mathrm {~kg}\) is acted on by a single force so that it moves with constant acceleration \(\mathbf { a } = \binom { 1 } { 2 } \mathrm {~ms} ^ { - 2 }\). Initially \(Q\) is at the point \(O\) and is moving with velocity \(\mathbf { u } = \binom { 2 } { - 5 } \mathrm {~ms} ^ { - 1 }\). After \(Q\) has been moving for 5 seconds it reaches the point \(A\).
  1. Use the equation \(\mathbf { v . v } = \mathbf { u . u } + 2 \mathbf { a x }\) to show that at \(A\) the kinetic energy of \(Q\) is 37 m J .
    1. Show that the power initially generated by the force is - 8 mW .
    2. The power in part (b)(i) is negative. Explain what this means about the initial motion of \(Q\).
    1. Find the time at which the power generated by the force is instantaneously zero.
    2. Find the minimum kinetic energy of \(Q\) in terms of \(m\).
OCR Further Mechanics 2019 June Q4
9 marks Challenging +1.2
4 A right circular cone \(C\) of height 4 m and base radius 3 m has its base fixed to a horizontal plane. One end of a light elastic string of natural length 2 m and modulus of elasticity 32 N is fixed to the vertex of \(C\). The other end of the string is attached to a particle \(P\) of mass 2.5 kg .
\(P\) moves in a horizontal circle with constant speed and in contact with the smooth curved surface of \(C\). The extension of the string is 1.5 m .
  1. Find the tension in the string.
  2. Find the speed of \(P\).
OCR Further Mechanics 2019 June Q5
14 marks Standard +0.3
5 A particle \(P\) of mass 4.5 kg is free to move along the \(x\)-axis. In a model of the motion it is assumed that \(P\) is acted on by two forces:
  • a constant force of magnitude \(f \mathrm {~N}\) in the positive \(x\) direction;
  • a resistance to motion, \(R \mathrm {~N}\), whose magnitude is proportional to the speed of \(P\).
At time \(t\) seconds the velocity of \(P\) is \(v \mathrm {~ms} ^ { - 1 }\). When \(t = 0 , P\) is at the origin \(O\) and is moving in the positive direction with speed \(u \mathrm {~ms} ^ { - 1 }\), and when \(v = 5 , R = 2\).
  1. Show that, according to the model, \(\frac { d v } { d t } = \frac { 10 f - 4 v } { 45 }\).
    1. By solving the differential equation in part (a), show that \(\mathrm { v } = \frac { 1 } { 2 } \left( 5 \mathrm { f } - ( 5 \mathrm { f } - 2 \mathrm { u } ) \mathrm { e } ^ { - \frac { 4 } { 45 } \mathrm { t } } \right)\).
    2. Describe briefly how, according to the model, the speed of \(P\) varies over time in each of the following cases.
      • \(\mathrm { u } < 2.5 \mathrm { f }\)
  2. \(\mathrm { u } = 2.5 \mathrm { f }\)
  3. \(u > 2.5 f\)
  4. In the case where \(\mathrm { u } = 2 \mathrm { f }\), find in terms of \(f\) the exact displacement of \(P\) from \(O\) when \(t = 9\).
OCR Further Mechanics 2019 June Q6
9 marks Challenging +1.8
6 Two particles \(A\) and \(B\), of masses \(m \mathrm {~kg}\) and 1 kg respectively, are connected by a light inextensible string of length \(d \mathrm {~m}\) and placed at rest on a smooth horizontal plane a distance of \(\frac { 1 } { 2 } d \mathrm {~m}\) apart. \(B\) is then projected horizontally with speed \(v \mathrm {~ms} ^ { - 1 }\) in a direction perpendicular to \(A B\).
  1. Show that, at the instant that the string becomes taut, the magnitude of the instantaneous impulse in the string, \(I \mathrm { Ns }\), is given by \(\mathrm { I } = \frac { \sqrt { 3 } \mathrm { mv } } { 2 ( 1 + \mathrm { m } ) }\).
  2. Find, in terms of \(m\) and \(v\), the kinetic energy of \(B\) at the instant after the string becomes taut. Give your answer as a single algebraic fraction.
  3. In the case where \(m\) is very large, describe, with justification, the approximate motion of \(B\) after the string becomes taut.
OCR Further Mechanics 2019 June Q7
12 marks Challenging +1.2
7
\includegraphics[max width=\textwidth, alt={}, center]{9bc86277-9e6b-41f6-a2c3-94c85e7b1360-4_330_1061_989_267} The flat surface of a smooth solid hemisphere of radius \(r\) is fixed to a horizontal plane on a planet where the acceleration due to gravity is denoted by \(\gamma\). \(O\) is the centre of the flat surface of the hemisphere. A particle \(P\) is held at a point on the surface of the hemisphere such that the angle between \(O P\) and the upward vertical through \(O\) is \(\alpha\), where \(\cos \alpha = \frac { 3 } { 4 }\).
\(P\) is then released from rest. \(F\) is the point on the plane where \(P\) first hits the plane (see diagram).
  1. Find an exact expression for the distance \(O F\). The acceleration due to gravity on and near the surface of the planet Earth is roughly \(6 \gamma\).
  2. Explain whether \(O F\) would increase, decrease or remain unchanged if the action were repeated on the planet Earth. \section*{END OF QUESTION PAPER}
OCR Further Mechanics 2022 June Q1
7 marks Standard +0.3
1 A car has mass 1200 kg . The total resistance to the car's motion is constant and equal to 250 N .
  1. The car is driven along a straight horizontal road with its engine working at 10 kW . Find the acceleration of the car at the instant that its speed is \(5 \mathrm {~ms} ^ { - 1 }\). The maximum power that the car's engine can generate is 20 kW .
  2. Find the greatest constant speed at which the car can be driven along a straight horizontal road. The car is driven up a straight road which is inclined at an angle \(\theta\) above the horizontal where \(\sin \theta = 0.05\).
  3. Find the greatest constant speed at which the car can be driven up this road.
OCR Further Mechanics 2022 June Q2
7 marks Standard +0.3
2 The coordinates of two points, \(A\) and \(B\), are \(( - 1,6 )\) and \(( 5,12 )\) respectively, where the units of the coordinate axes are metres. A particle \(P\) moves from \(A\) to \(B\) under the action of several forces. The force \(\mathbf { F } = 7 \mathbf { i } - 2 \mathbf { j } \mathbf { N }\) is one of the forces acting on \(P\).
  1. Calculate the work done by \(\mathbf { F }\) on \(P\) as \(P\) moves from \(A\) to \(B\). At the instant when \(P\) reaches \(B\) its velocity is \(- \mathbf { i } - 5 \mathbf { j } \mathrm {~ms} ^ { - 1 }\).
  2. Find the power generated by \(\mathbf { F }\) at the instant that \(P\) reaches \(B\). One end of a light elastic string was attached to the origin of the coordinate system and the other to \(P\) when \(P\) was at \(A\), before it moved to \(B\). The natural length of the string is 8 m and its modulus of elasticity is 24 N .
  3. At the instant that \(P\) reaches \(B\), find the following.
    • The tension in the string
    • The elastic potential energy stored in the string