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Thinka Nov 2024 (V3) Cambridge International A Level-Style Mock — Mathematics (9709)

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An original Thinka practice paper modelled on the structure and difficulty of the Nov 2024 (V3) Cambridge International A Level Mathematics (9709) paper. Not affiliated with or reproduced from Cambridge.

PastPaper.section 9709/13 Pure Mathematics 1

Answer all questions. You must show all necessary working clearly.
11 PastPaper.question · 75.39999999999999 PastPaper.marks
PastPaper.question 1 · Structured
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The 2nd, 5th and 11th terms of an arithmetic progression are the first three terms of a geometric progression. (a) Show that the common ratio of the geometric progression is 2. (b) Given that the sum of the first 12 terms of the arithmetic progression is 180, find the first term and the common difference of the arithmetic progression.
PastPaper.showAnswers

PastPaper.workedSolution

(a) Let the first term of the arithmetic progression be \(a\) and the common difference be \(d\). The 2nd, 5th and 11th terms are given by \(T_2 = a + d\), \(T_5 = a + 4d\) and \(T_{11} = a + 10d\). Since these form a geometric progression, we have \((a + 4d)^2 = (a + d)(a + 10d)\). Expanding both sides gives \(a^2 + 8ad + 16d^2 = a^2 + 11ad + 10d^2\). Simplifying this equation leads to \(6d^2 = 3ad\). Since \(d \neq 0\), we can divide by \(3d\) to obtain \(a = 2d\). The common ratio \(r\) of the geometric progression is \(r = \frac{T_5}{T_2} = \frac{a + 4d}{a + d} = \frac{2d + 4d}{2d + d} = \frac{6d}{3d} = 2\). (b) The sum of the first 12 terms of the arithmetic progression is \(S_{12} = \frac{12}{2}[2a + 11d] = 180\). This simplifies to \(6(2a + 11d) = 180\), which gives \(2a + 11d = 30\). Substituting \(a = 2d\) into this equation yields \(2(2d) + 11d = 30 \Rightarrow 15d = 30 \Rightarrow d = 2\). Since \(a = 2d\), we find \(a = 4\).

PastPaper.markingScheme

M1: Set up the geometric progression equation using terms of the arithmetic progression. A1: Correctly simplify the quadratic equation to obtain \(a = 2d\). M1: Use the expression to find the common ratio and show \(r = 2\). M1: Use the sum formula for an arithmetic progression to set up \(6(2a+11d)=180\). A1: Find the correct value \(d = 2\). A1: Find the correct value \(a = 4\).
PastPaper.question 2 · Structured
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The function \(f\) is defined by \(f(x) = 2x^2 - 12x + 13\) for \(x \le k\). (a) Find the greatest value of the constant \(k\) for which \(f\) has an inverse. (b) For this value of \(k\), find an expression for \(f^{-1}(x)\) and state its domain.
PastPaper.showAnswers

PastPaper.workedSolution

(a) To find when \(f(x)\) has an inverse, we express it in completed square form: \(f(x) = 2(x^2 - 6x) + 13 = 2((x-3)^2 - 9) + 13 = 2(x-3)^2 - 5\). The vertex of the parabola is at \((3, -5)\). For \(f\) to be one-to-one, the domain must be restricted to one side of the line of symmetry \(x = 3\). Since the domain is defined for \(x \le k\), the greatest possible value of \(k\) is 3. (b) To find the inverse, let \(y = 2(x-3)^2 - 5\). Rearranging for \(x\): \(y + 5 = 2(x-3)^2 \Rightarrow \frac{y+5}{2} = (x-3)^2\). Taking the square root, and noting that \(x \le 3\) requires the negative root: \(x - 3 = -\sqrt{\frac{y+5}{2}} \Rightarrow x = 3 - \sqrt{\frac{y+5}{2}}\). Thus, \(f^{-1}(x) = 3 - \sqrt{\frac{x+5}{2}}\). The domain of \(f^{-1}\) is the range of \(f\). For \(x \le 3\), the range of \(f\) is \(f(x) \ge -5\), so the domain of \(f^{-1}\) is \(x \ge -5\).

PastPaper.markingScheme

M1: Attempt to complete the square for \(2x^2 - 12x + 13\). A1: Obtain \(2(x-3)^2 - 5\) and deduce \(k = 3\). M1: Set \(y = 2(x-3)^2 - 5\) and attempt to make \(x\) the subject. A1: Correctly choose the negative square root due to the domain restriction. A1: State the correct inverse function \(f^{-1}(x) = 3 - \sqrt{\frac{x+5}{2}}\). A1: Correctly state the domain of \(f^{-1}\) as \(x \ge -5\).
PastPaper.question 3 · Structured
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A circle has equation \(x^2 + y^2 - 4x + 6y - 12 = 0\). (a) Find the coordinates of the centre, \(C\), and the radius of the circle. (b) The line \(y = mx + c\) is a tangent to the circle at the point \(P(5, 1)\). Find the values of \(m\) and \(c\).
PastPaper.showAnswers

PastPaper.workedSolution

(a) Rewrite the circle equation by completing the square for both \(x\) and \(y\): \((x-2)^2 - 4 + (y+3)^2 - 9 - 12 = 0 \Rightarrow (x-2)^2 + (y+3)^2 = 25\). Therefore, the coordinates of the centre \(C\) are \((2, -3)\) and the radius is \(\sqrt{25} = 5\). (b) The gradient of the radius from the centre \(C(2, -3)\) to the point \(P(5, 1)\) is \(m_{CP} = \frac{1 - (-3)}{5 - 2} = \frac{4}{3}\). Since the tangent is perpendicular to the radius at the point of contact, the gradient \(m\) of the tangent is \(-\frac{1}{m_{CP}} = -\frac{3}{4}\). Using the point-slope form with \(P(5, 1)\): \(y - 1 = -\frac{3}{4}(x - 5) \Rightarrow y = -\frac{3}{4}x + \frac{15}{4} + 1 \Rightarrow y = -\frac{3}{4}x + \frac{19}{4}\). Comparing with \(y = mx + c\), we find \(m = -\frac{3}{4}\) and \(c = \frac{19}{4}\).

PastPaper.markingScheme

M1: Attempt to complete the square for \(x\) and \(y\). A1: Obtain centre \((2, -3)\) and radius 5. M1: Calculate the gradient of the radius \(CP\). A1: Deduce that the gradient of the tangent is \(m = -\frac{3}{4}\). M1: Substitute \(P(5, 1)\) and gradient \(m\) to find the equation of the line. A1: Obtain \(c = \frac{19}{4}\).
PastPaper.question 4 · Structured
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(a) Show that the equation \(3\cos^2 \theta + 2\sin \theta = 2\) can be written in the form \(3\sin^2 \theta - 2\sin \theta - 1 = 0\). (b) Hence, solve the equation \(3\cos^2 \theta + 2\sin \theta = 2\) for \(0^\circ \le \theta \le 360^\circ\).
PastPaper.showAnswers

PastPaper.workedSolution

(a) Use the identity \(\cos^2 \theta = 1 - \sin^2 \theta\) to substitute into the given equation: \(3(1 - \sin^2 \theta) + 2\sin \theta = 2\). This expands to \(3 - 3\sin^2 \theta + 2\sin \theta = 2\). Rearranging all terms to one side gives \(3\sin^2 \theta - 2\sin \theta - 1 = 0\). (b) Solve the quadratic equation by factoring: \((3\sin \theta + 1)(\sin \theta - 1) = 0\). This gives two cases: \(\sin \theta = 1\) or \(\sin \theta = -\frac{1}{3}\). Case 1: \(\sin \theta = 1 \Rightarrow \theta = 90^\circ\). Case 2: \(\sin \theta = -\frac{1}{3}\). The basic angle is \(\alpha = \sin^{-1}(\frac{1}{3}) \approx 19.47^\circ\). Since sine is negative, \(\theta\) lies in the third and fourth quadrants: \(\theta = 180^\circ + 19.47^\circ = 199.5^\circ\) (to 1 d.p.) and \(\theta = 360^\circ - 19.47^\circ = 340.5^\circ\) (to 1 d.p.).

PastPaper.markingScheme

M1: Substitute \(1 - \sin^2 \theta\) for \(\cos^2 \theta\). A1: Correctly show the quadratic form. M1: Attempt to solve the quadratic equation to find values for \(\sin \theta\). A1: Identify \(\sin \theta = 1\) and \(\sin \theta = -1/3\). A1: Obtain \(\theta = 90^\circ\). A1: Obtain \(\theta = 199.5^\circ\) and \(\theta = 340.5^\circ\) (allow rounding to 1 d.p.).
PastPaper.question 5 · Structured
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A sector \(OAB\) of a circle has centre \(O\), radius \(r\) cm, and angle \(AOB = \theta\) radians. The perimeter of the sector is 24 cm. (a) Express \(\theta\) in terms of \(r\). (b) Show that the area, \(A\) cm\(^2\), of the sector is given by \(A = 12r - r^2\). (c) Given that the area of the sector is 32 cm\(^2\), find the two possible values of \(r\) and the corresponding values of \(\theta\).
PastPaper.showAnswers

PastPaper.workedSolution

(a) The perimeter of the sector is given by \(P = 2r + r\theta = 24\). Rearranging this formula for \(\theta\): \(r\theta = 24 - 2r \Rightarrow \theta = \frac{24 - 2r}{r}\). (b) The area of the sector is \(A = \frac{1}{2}r^2\theta\). Substituting the expression for \(\theta\) from part (a): \(A = \frac{1}{2}r^2\left(\frac{24 - 2r}{r}\right) = \frac{1}{2}r(24 - 2r) = 12r - r^2\). (c) Setting \(A = 32\) gives the quadratic equation \(12r - r^2 = 32 \Rightarrow r^2 - 12r + 32 = 0\). Factoring gives \((r - 4)(r - 8) = 0\), which yields the solutions \(r = 4\) and \(r = 8\). For \(r = 4\), \(\theta = \frac{24 - 2(4)}{4} = 4\) radians. For \(r = 8\), \(\theta = \frac{24 - 2(8)}{8} = 1\) radian.

PastPaper.markingScheme

M1: Set up the perimeter equation \(2r + r\theta = 24\). A1: Express \(\theta\) correctly in terms of \(r\). M1: Substitute \(\theta\) into the area formula \(A = \frac{1}{2}r^2\theta\) and simplify. A1: Correctly show \(A = 12r - r^2\). M1: Solve \(12r - r^2 = 32\) to find values of \(r\). A1: Obtain \(r = 4, \theta = 4\) and \(r = 8, \theta = 1\) (both pairs must be correct).
PastPaper.question 6 · Structured
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A curve has equation \(y = 4x + \frac{9}{x-1}\) for \(x > 1\). (a) Find \(\frac{\mathrm{d}y}{\mathrm{d}x}\) and \(\frac{\mathrm{d}^2y}{\mathrm{d}x^2}\). (b) Find the coordinates of the stationary point of the curve for \(x > 1\). (c) Determine the nature of this stationary point.
PastPaper.showAnswers

PastPaper.workedSolution

(a) Rewrite the equation as \(y = 4x + 9(x-1)^{-1}\). Differentiating with respect to \(x\): \(\frac{\mathrm{d}y}{\mathrm{d}x} = 4 - 9(x-1)^{-2} = 4 - \frac{9}{(x-1)^2}\). Differentiating again: \(\frac{\mathrm{d}^2y}{\mathrm{d}x^2} = 18(x-1)^{-3} = \frac{18}{(x-1)^3}\). (b) To find the stationary point, set \(\frac{\mathrm{d}y}{\mathrm{d}x} = 0\): \(4 - \frac{9}{(x-1)^2} = 0 \Rightarrow (x-1)^2 = \frac{9}{4}\). Since \(x > 1\), we take the positive square root: \(x-1 = 1.5 \Rightarrow x = 2.5\). Substituting \(x = 2.5\) into the original equation: \(y = 4(2.5) + \frac{9}{2.5-1} = 10 + \frac{9}{1.5} = 16\). The coordinates of the stationary point are \((2.5, 16)\). (c) To find the nature of the stationary point, substitute \(x = 2.5\) into the second derivative: \(\frac{\mathrm{d}^2y}{\mathrm{d}x^2} = \frac{18}{(2.5-1)^3} = \frac{18}{3.375} = \frac{16}{3} > 0\). Since the second derivative is positive, the stationary point is a local minimum.

PastPaper.markingScheme

M1: Correctly differentiate \(y\) to find \(\frac{\mathrm{d}y}{\mathrm{d}x}\). A1: Correctly differentiate to find \(\frac{\mathrm{d}^2y}{\mathrm{d}x^2}\). M1: Set \(\frac{\mathrm{d}y}{\mathrm{d}x} = 0\) and solve for \(x\). A1: Find the correct value of \(x = 2.5\) (rejecting the negative root). A1: Find the correct \(y\)-coordinate, \(y = 16\). A1: Evaluate second derivative and state that the stationary point is a minimum.
PastPaper.question 7 · Structured
6.8 PastPaper.marks
The curve with equation \(y = (3x - 2)^{1/2}\) passes through the point \(P(2, 2)\). (a) Find the equation of the normal to the curve at \(P\). (b) Find the exact area of the region bounded by the curve, the \(x\)-axis, and the vertical line \(x = 6\).
PastPaper.showAnswers

PastPaper.workedSolution

(a) Differentiating \(y = (3x-2)^{1/2}\) with respect to \(x\) using the chain rule: \(\frac{\mathrm{d}y}{\mathrm{d}x} = \frac{1}{2}(3x-2)^{-1/2} \cdot 3 = \frac{3}{2\sqrt{3x-2}}\). At \(P(2, 2)\), \(x = 2\), so the gradient of the curve is \(\frac{\mathrm{d}y}{\mathrm{d}x} = \frac{3}{2\sqrt{4}} = \frac{3}{4}\). The gradient of the normal is \(-\frac{1}{3/4} = -\frac{4}{3}\). The equation of the normal at \(P(2, 2)\) is \(y - 2 = -\frac{4}{3}(x - 2)\), which simplifies to \(y = -\frac{4}{3}x + \frac{14}{3}\). (b) The curve meets the \(x\)-axis when \(y = 0 \Rightarrow 3x - 2 = 0 \Rightarrow x = \frac{2}{3}\). The area is given by the integral of \(y\) from \(x = \frac{2}{3}\) to \(x = 6\): \(A = \int_{2/3}^6 (3x-2)^{1/2} \mathrm{d}x\). Integrating gives \(A = \left[ \frac{2}{3} \cdot \frac{(3x-2)^{3/2}}{3} \right]_{2/3}^6 = \left[ \frac{2}{9}(3x-2)^{3/2} \right]_{2/3}^6\). Substituting the limits: \(A = \frac{2}{9}(3(6)-2)^{3/2} - \frac{2}{9}(3(2/3)-2)^{3/2} = \frac{2}{9}(16)^{3/2} - 0 = \frac{2}{9}(64) = \frac{128}{9}\).

PastPaper.markingScheme

M1: Differentiate the curve equation to find the gradient. A1: Find the correct tangent gradient and then normal gradient \(-4/3\). A1: Correctly write the normal line equation. M1: Find the lower limit of integration by setting \(y = 0\). M1: Integrate the function using reverse chain rule. A1: Correctly evaluate the definite integral to get \(128/9\).
PastPaper.question 8 · Structured
6.8 PastPaper.marks
The line \(y = 2kx - 4\) and the curve \(y = x^2 + kx + 5\) do not intersect. Find the set of values of the constant \(k\).
PastPaper.showAnswers

PastPaper.workedSolution

To find where the line and curve intersect, we equate their expressions: \(x^2 + kx + 5 = 2kx - 4\). Rearranging this equation into the standard quadratic form: \(x^2 - kx + 9 = 0\). Since the line and curve do not intersect, this quadratic equation has no real solutions. This means the discriminant \(\Delta\) must be strictly less than 0. The discriminant is \(\Delta = b^2 - 4ac = (-k)^2 - 4(1)(9) = k^2 - 36\). Setting \(\Delta < 0\) gives \(k^2 - 36 < 0 \Rightarrow (k - 6)(k + 6) < 0\). Therefore, the set of values of \(k\) is \(-6 < k < 6\).

PastPaper.markingScheme

M1: Equate the line and curve equations and rearrange into standard quadratic form. A1: Obtain the correct quadratic equation \(x^2 - kx + 9 = 0\). M1: Set up the discriminant expression \((-k)^2 - 4(1)(9)\). M1: Set the discriminant to be less than zero. A1: Correctly solve the quadratic inequality to find \(-6 < k < 6\) (allow interval notation).
PastPaper.question 9 · Structured
7 PastPaper.marks
The 2nd, 5th, and 14th terms of an arithmetic progression, with first term \(a\) and non-zero common difference \(d\), are the first three terms of a geometric progression.

(i) Show that \(d = 2a\).

(ii) Given that the sum of the first 10 terms of the arithmetic progression is 300, find the 6th term of the geometric progression.
PastPaper.showAnswers

PastPaper.workedSolution

(i) Let the terms of the arithmetic progression be \( T_n = a + (n-1)d \).
The 2nd, 5th, and 14th terms are:
\( T_2 = a + d \)
\( T_5 = a + 4d \)
\( T_{14} = a + 13d \)

Since these three terms are the first three terms of a geometric progression, we have:
\( \frac{a + 4d}{a + d} = \frac{a + 13d}{a + 4d} \)

Cross-multiplying:
\( (a + 4d)^2 = (a + d)(a + 13d) \)
\( a^2 + 8ad + 16d^2 = a^2 + 14ad + 13d^2 \)

Subtracting \( a^2 \) from both sides and rearranging:
\( 3d^2 - 6ad = 0 \)
\( 3d(d - 2a) = 0 \)

Since \( d \neq 0 \), we can divide by \( 3d \) to obtain:
\( d = 2a \).

(ii) The sum of the first 10 terms of the arithmetic progression is given by:
\( S_{10} = \frac{10}{2} [2a + 9d] = 300 \)
\( 5[2a + 9d] = 300 \implies 2a + 9d = 60 \)

Substitute \( d = 2a \) into the equation:
\( 2a + 9(2a) = 60 \)
\( 20a = 60 \implies a = 3 \)

Hence, \( d = 2(3) = 6 \).

The first three terms of the geometric progression are:
\( g_1 = T_2 = a + d = 3 + 6 = 9 \)
\( g_2 = T_5 = a + 4d = 3 + 24 = 27 \)
\( g_3 = T_{14} = a + 13d = 3 + 78 = 81 \)

The common ratio is \( r = \frac{27}{9} = 3 \).

The 6th term of the geometric progression is:
\( g_6 = g_1 r^5 = 9 \times 3^5 = 9 \times 243 = 2187 \).

PastPaper.markingScheme

(i)
M1: For writing down the expressions for \( T_2, T_5, T_{14} \) in terms of \( a \) and \( d \) and setting up the geometric progression relationship (e.g., \( (a+4d)^2 = (a+d)(a+13d) \)).
A1: For expanding correctly to obtain \( 3d^2 = 6ad \) or equivalent.
A1: For concluding \( d = 2a \) with clear justification that \( d \neq 0 \).

(ii)
M1: For using the sum formula of AP to set up \( 5(2a + 9d) = 300 \) and substituting \( d = 2a \) to find \( a \) and/or \( d \).
A1: For obtaining \( a = 3 \) and \( d = 6 \).
M1: For finding the first term \( g_1 = 9 \) and common ratio \( r = 3 \) of the GP, and using the formula \( g_6 = g_1 r^5 \).
A1: For obtaining the correct final answer 2187.
PastPaper.question 10 · Structured
7 PastPaper.marks
The function \( \mathrm{f} \) is defined by \( \mathrm{f}(x) = 2x^2 - 12x + 13 \) for \( x \le k \), where \( k \) is a constant.

(i) Express \( \mathrm{f}(x) \) in the form \( p(x - q)^2 + r \), and hence state the greatest value of \( k \) for which \( \mathrm{f} \) has an inverse.

(ii) For this value of \( k \), find an expression for \( \mathrm{f}^{-1}(x) \) and state the domain of \( \mathrm{f}^{-1} \).
PastPaper.showAnswers

PastPaper.workedSolution

(i) Expressing \( \mathrm{f}(x) \) in completed square form:
\( \mathrm{f}(x) = 2(x^2 - 6x) + 13 \)
\( = 2[(x - 3)^2 - 9] + 13 \)
\( = 2(x - 3)^2 - 18 + 13 \)
\( = 2(x - 3)^2 - 5 \)

For a quadratic function to have an inverse, its domain must be restricted such that it is a one-to-one function.
The line of symmetry of the curve is at \( x = 3 \).
Since the domain is \( x \le k \), the function is one-to-one if \( k \le 3 \).
Thus, the greatest value of \( k \) is 3.

(ii) For \( k = 3 \), the domain of \( \mathrm{f} \) is \( x \le 3 \).
Let \( y = 2(x - 3)^2 - 5 \).
Rearranging to make \( x \) the subject:
\( y + 5 = 2(x - 3)^2 \)
\( \frac{y + 5}{2} = (x - 3)^2 \)
Taking the square root:
\( \pm\sqrt{\frac{y + 5}{2}} = x - 3 \)

Since the domain is \( x \le 3 \), we have \( x - 3 \le 0 \). Hence, we must choose the negative square root:
\( x - 3 = -\sqrt{\frac{y + 5}{2}} \)
\( x = 3 - \sqrt{\frac{y + 5}{2}} \)

Thus, the inverse function is:
\( \mathrm{f}^{-1}(x) = 3 - \sqrt{\frac{x + 5}{2}} \)

The domain of \( \mathrm{f}^{-1} \) is the range of \( \mathrm{f} \).
Since the vertex is at \( (3, -5) \) and the coefficient of \( x^2 \) is positive, the minimum value of \( \mathrm{f}(x) \) is \( -5 \).
For the domain \( x \le 3 \), the range of \( \mathrm{f} \) is \( \mathrm{f}(x) \ge -5 \).
Therefore, the domain of \( \mathrm{f}^{-1} \) is \( x \ge -5 \).

PastPaper.markingScheme

(i)
B1: For completed square form \( 2(x - 3)^2 - 5 \).
M1: For identifying the line of symmetry is at \( x = 3 \).
A1: For identifying the greatest value of \( k \) is 3.

(ii)
M1: For attempting to make \( x \) the subject of \( y = 2(x - 3)^2 - 5 \) or equivalent.
A1: For obtaining \( x = 3 \pm \sqrt{\frac{y+5}{2}} \) or equivalent.
A1: For selecting the negative root and writing the correct inverse function \( \mathrm{f}^{-1}(x) = 3 - \sqrt{\frac{x + 5}{2}} \).
B1: For stating the domain of \( \mathrm{f}^{-1} \) is \( x \ge -5 \).
PastPaper.question 11 · Structured
7 PastPaper.marks
(i) Show that the equation \( 3 \tan \theta \sin \theta = 8 \) can be written in the form \( 3\cos^2\theta + 8\cos\theta - 3 = 0 \).

(ii) Hence, solve the equation \( 3 \tan \theta \sin \theta = 8 \) for \( 0 \le \theta \le 2\pi \). Give your answers correct to 3 significant figures.
PastPaper.showAnswers

PastPaper.workedSolution

(i) Given:
\( 3 \tan \theta \sin \theta = 8 \)

Substitute \( \tan \theta = \frac{\sin \theta}{\cos \theta} \):
\( 3 \left(\frac{\sin \theta}{\cos \theta}\right) \sin \theta = 8 \)
\( 3 \frac{\sin^2 \theta}{\cos \theta} = 8 \)

Multiply both sides by \( \cos \theta \):
\( 3 \sin^2 \theta = 8 \cos \theta \)

Use the identity \( \sin^2 \theta = 1 - \cos^2 \theta \):
\( 3(1 - \cos^2 \theta) = 8 \cos \theta \)
\( 3 - 3 \cos^2 \theta = 8 \cos \theta \)

Rearranging all terms to one side:
\( 3\cos^2\theta + 8\cos\theta - 3 = 0 \) (Shown)

(ii) Let \( y = \cos \theta \). The equation becomes:
\( 3y^2 + 8y - 3 = 0 \)

Factorizing the quadratic:
\( (3y - 1)(y + 3) = 0 \)

This gives:
\( \cos \theta = \frac{1}{3} \) or \( \cos \theta = -3 \)

Since \( -1 \le \cos \theta \le 1 \), the equation \( \cos \theta = -3 \) has no real solutions.

For \( \cos \theta = \frac{1}{3} \):
In the interval \( 0 \le \theta \le 2\pi \):
The principal value is \( \theta = \cos^{-1}\left(\frac{1}{3}\right) \approx 1.2309 \dots \approx 1.23 \) radians.
The second solution is \( \theta = 2\pi - 1.2309 \approx 5.052 \dots \approx 5.05 \) radians.

Thus, the solutions are \( \theta = 1.23 \) and \( \theta = 5.05 \).

PastPaper.markingScheme

(i)
M1: For substituting \( \tan \theta = \frac{\sin \theta}{\cos \theta} \).
M1: For using the identity \( \sin^2 \theta = 1 - \cos^2 \theta \) to get a quadratic in \( \cos \theta \).
A1: For obtaining the correct quadratic equation with no errors shown.

(ii)
M1: For attempting to solve the quadratic equation \( 3\cos^2\theta + 8\cos\theta - 3 = 0 \) for \( \cos \theta \).
A1: For obtaining \( \cos \theta = \frac{1}{3} \) and identifying \( \cos \theta = -3 \) has no solutions.
M1: For finding the first solution \( \theta \approx 1.23 \).
A1: For both solutions \( \theta = 1.23 \) and \( \theta = 5.05 \) correct to 3 significant figures.

PastPaper.section 9709/23 Pure Mathematics 2

Answer all questions. Show all necessary working.
7 PastPaper.question · 49.7 PastPaper.marks
PastPaper.question 1 · Structured
7.1 PastPaper.marks
Part (a): Solve the inequality \(|3x - 5| < |2x + 1|\). Part (b): Hence find the set of values of \(y\) satisfying \(|3e^{-y} - 5| < |2e^{-y} + 1|\), giving your answer in exact form using natural logarithms.
PastPaper.showAnswers

PastPaper.workedSolution

Part (a): To solve \(|3x - 5| < |2x + 1|\), we square both sides to get \((3x-5)^2 < (2x+1)^2\). Expanding both sides gives \(9x^2 - 30x + 25 < 4x^2 + 4x + 1\). Rearranging yields \(5x^2 - 34x + 24 < 0\). Factoring the quadratic expression gives \((5x - 4)(x - 6) < 0\). Thus, the critical values are \(x = 0.8\) and \(x = 6\). Since we want the expression to be less than zero, the solution is \(0.8 < x < 6\). Part (b): Let \(x = e^{-y}\). Substituting this into the inequality from part (a) gives \(0.8 < e^{-y} < 6\). Taking the natural logarithm of all parts yields \(\ln(0.8) < -y < \ln 6\). Multiplying by \(-1\) reverses the inequality signs, giving \(-\ln 6 < y < -\ln(0.8)\). Since \(-\ln(0.8) = -\ln(4/5) = \ln(5/4) = \ln(1.25)\), the exact range is \(-\ln 6 < y < \ln 1.25\).

PastPaper.markingScheme

M1: Squaring both sides and expanding correctly to obtain a 3-term quadratic inequality. A1: Obtaining \(5x^2 - 34x + 24 < 0\) (or equivalent). A1: Finding the correct interval \(0.8 < x < 6\) (or equivalent). M1: Substituting \(e^{-y}\) for \(x\) and applying logarithms correctly. A1: Performing inequality sign reversal correctly. A1: Obtaining the final exact range \(-\ln 6 < y < \ln 1.25\) (or equivalent exact values).
PastPaper.question 2 · Structured
7.1 PastPaper.marks
Part (a): Show that the equation \(3(2^{2x+1}) - 17(2^x) + 10 = 0\) can be written as a quadratic equation in \(u\), where \(u = 2^x\). Part (b): Solve this equation, giving one root as an exact integer and the other correct to 3 significant figures.
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PastPaper.workedSolution

Part (a): Using exponential laws, we can rewrite the first term: \(3(2^{2x+1}) = 3(2^1 \cdot 2^{2x}) = 6(2^x)^2\). Substituting \(u = 2^x\) into the equation gives \(6u^2 - 17u + 10 = 0\), which is a quadratic in \(u\). Part (b): To solve \(6u^2 - 17u + 10 = 0\), we can factorize the quadratic: \((6u - 5)(u - 2) = 0\). This yields the solutions \(u = 2\) or \(u = \frac{5}{6}\). Re-substituting \(u = 2^x\): For \(2^x = 2\), we find \(x = 1\). For \(2^x = \frac{5}{6}\), taking the natural logarithm of both sides gives \(x \ln 2 = \ln(\frac{5}{6})\), which simplifies to \(x = \frac{\ln(5/6)}{\ln 2} \approx -0.26303\). To 3 significant figures, this root is \(-0.263\).

PastPaper.markingScheme

M1: Applying exponential laws to rewrite \(2^{2x+1}\) as \(2 \cdot (2^x)^2\). A1: Showing clearly the substitution leads to \(6u^2 - 17u + 10 = 0\). M1: Factorizing or solving the quadratic equation in \(u\). A1: Finding both critical values \(u = 2\) and \(u = 5/6\). B1: Obtaining the exact root \(x = 1\). M1: Using logarithms correctly to solve \(2^x = 5/6\). A1: Obtaining \(x = -0.263\) correct to 3 significant figures.
PastPaper.question 3 · Structured
7.1 PastPaper.marks
Solve the trigonometric equation \(3 \cos(2\theta) + 7 \sin\theta = 5\) for \(0^\circ \le \theta \le 360^\circ\), giving your answers to 1 decimal place where appropriate.
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PastPaper.workedSolution

Using the double angle identity \(\cos(2\theta) = 1 - 2\sin^2\theta\), we substitute this into the equation: \(3(1 - 2\sin^2\theta) + 7\sin\theta = 5\). Expanding gives \(3 - 6\sin^2\theta + 7\sin\theta = 5\). Rearranging all terms to one side yields the quadratic equation: \(6\sin^2\theta - 7\sin\theta + 2 = 0\). Factoring this quadratic gives \((2\sin\theta - 1)(3\sin\theta - 2) = 0\). This gives two possible cases: Case 1: \(2\sin\theta - 1 = 0 \implies \sin\theta = \frac{1}{2}\). Within the range \(0^\circ \le \theta \le 360^\circ\), the solutions are \(\theta = 30^\circ\) and \(\theta = 180^\circ - 30^\circ = 150^\circ\). Case 2: \(3\sin\theta - 2 = 0 \implies \sin\theta = \frac{2}{3}\). The principal value is \(\theta = \sin^{-1}(2/3) \approx 41.8^\circ\). The second solution in the range is \(\theta = 180^\circ - 41.8^\circ = 138.2^\circ\). Hence, the complete set of solutions is \(\theta = 30^\circ, 41.8^\circ, 138.2^\circ, 150^\circ\).

PastPaper.markingScheme

M1: Using the identity \(\cos(2\theta) = 1 - 2\sin^2\theta\) to rewrite the equation in terms of \(\sin\theta\) only. A1: Correctly obtaining the quadratic equation \(6\sin^2\theta - 7\sin\theta + 2 = 0\). M1: Factorizing or solving the quadratic to find values for \(\sin\theta\). A1: Identifying the values \(\sin\theta = 1/2\) and \(\sin\theta = 2/3\). B1: Finding solutions \(\theta = 30^\circ, 150^\circ\). A1: Finding solution \(\theta = 41.8^\circ\) (accept 41.8). A1: Finding solution \(\theta = 138.2^\circ\) (accept 138.2).
PastPaper.question 4 · Structured
7.1 PastPaper.marks
The curve \(C\) has equation \(y = e^{-2x} (2x^2 - x)\). Part (a): Find an expression for \(\frac{dy}{dx}\). Part (b): Find the exact \(x\)-coordinates of the stationary points of \(C\), and determine the nature of each stationary point.
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PastPaper.workedSolution

Part (a): Using the product rule \(\frac{d}{dx}(uv) = u'v + uv'\) with \(u = e^{-2x}\) and \(v = 2x^2 - x\): We have \(u' = -2e^{-2x}\) and \(v' = 4x - 1\). Therefore, \(\frac{dy}{dx} = -2e^{-2x}(2x^2 - x) + e^{-2x}(4x - 1)\). Factoring out \(e^{-2x}\) gives \(\frac{dy}{dx} = e^{-2x}[-2(2x^2 - x) + (4x - 1)] = e^{-2x}(-4x^2 + 6x - 1)\). Part (b): For stationary points, set \(\frac{dy}{dx} = 0\). Since \(e^{-2x} \neq 0\) for all real \(x\), we solve \(-4x^2 + 6x - 1 = 0\), which is equivalent to \(4x^2 - 6x + 1 = 0\). Using the quadratic formula: \(x = \frac{-(-6) \pm \sqrt{(-6)^2 - 4(4)(1)}}{2(4)} = \frac{6 \pm \sqrt{20}}{8} = \frac{3 \pm \sqrt{5}}{4}\). To determine the nature of the stationary points, consider the sign of the derivative on either side of each root. Since \(e^{-2x} > 0\), the sign of \(\frac{dy}{dx}\) is determined by the quadratic expression \(Q(x) = -4x^2 + 6x - 1\). The parabola opens downwards, meaning \(Q(x) < 0\) for \(x < \frac{3-\sqrt{5}}{4}\), \(Q(x) > 0\) for \(\frac{3-\sqrt{5}}{4} < x < \frac{3+\sqrt{5}}{4}\), and \(Q(x) < 0\) for \(x > \frac{3+\sqrt{5}}{4}\). Thus, the derivative changes from negative to positive at \(x = \frac{3 - \sqrt{5}}{4}\), making it a local minimum. The derivative changes from positive to negative at \(x = \frac{3 + \sqrt{5}}{4}\), making it a local maximum.

PastPaper.markingScheme

M1: Applying product rule to differentiate the function. A1: Correctly obtaining derivative parts \(-2e^{-2x}\) and \(4x-1\). A1: Correctly simplifying to get \(\frac{dy}{dx} = e^{-2x}(-4x^2 + 6x - 1)\). M1: Setting their derivative equal to zero and attempting to solve the quadratic equation. A1: Finding the exact roots \(x = \frac{3 \pm \sqrt{5}}{4}\). M1: Attempting a valid method (sign of first derivative or second derivative test) to find nature. A1: Correctly identifying \(x = \frac{3 - \sqrt{5}}{4}\) as a minimum and \(x = \frac{3 + \sqrt{5}}{4}\) as a maximum.
PastPaper.question 5 · Structured
7.1 PastPaper.marks
Part (a): Show by integration that \(\int_0^{\frac{\pi}{6}} \cos(3x + \frac{\pi}{6}) \, dx = \frac{\sqrt{3} - 1}{6}\). Part (b): Use the trapezium rule with 3 intervals (4 ordinates) to estimate the value of \(\int_0^3 \frac{4}{2^x + 1} \, dx\), giving your answer to 3 significant figures.
PastPaper.showAnswers

PastPaper.workedSolution

Part (a): Integrating the cosine term: \(\int \cos(3x + \frac{\pi}{6}) \, dx = \frac{1}{3} \sin(3x + \frac{\pi}{6})\). Evaluating between the limits \(0\) and \(\frac{\pi}{6}\): Upper limit: \(\frac{1}{3} \sin(3(\frac{\pi}{6}) + \frac{\pi}{6}) = \frac{1}{3} \sin(\frac{\pi}{2} + \frac{\pi}{6}) = \frac{1}{3} \sin(\frac{2\pi}{3}) = \frac{1}{3} \cdot \frac{\sqrt{3}}{2} = \frac{\sqrt{3}}{6}\). Lower limit: \(\frac{1}{3} \sin(3(0) + \frac{\pi}{6}) = \frac{1}{3} \sin(\frac{\pi}{6}) = \frac{1}{3} \cdot \frac{1}{2} = \frac{1}{6}\). Subtracting the lower limit from the upper limit: \(\frac{\sqrt{3}}{6} - \frac{1}{6} = \frac{\sqrt{3} - 1}{6}\). Part (b): The width of each interval is \(h = \frac{3 - 0}{3} = 1\). The ordinates are evaluated at \(x = 0, 1, 2, 3\). Let \(y = \frac{4}{2^x + 1}\): For \(x = 0\), \(y_0 = \frac{4}{2^0 + 1} = \frac{4}{2} = 2\). For \(x = 1\), \(y_1 = \frac{4}{2^1 + 1} = \frac{4}{3}\). For \(x = 2\), \(y_2 = \frac{4}{2^2 + 1} = \frac{4}{5} = 0.8\). For \(x = 3\), \(y_3 = \frac{4}{2^3 + 1} = \frac{4}{9}\). Using the trapezium rule: \(\text{Area} \approx \frac{1}{2} h [y_0 + y_3 + 2(y_1 + y_2)] = \frac{1}{2} (1) [2 + \frac{4}{9} + 2(\frac{4}{3} + 0.8)]\). Simplifying inside the brackets: \(\text{Area} \approx 0.5 [2 + 0.44444 + 2(1.33333 + 0.8)] = 0.5 [2.44444 + 4.26667] = 0.5 [6.71111] \approx 3.3556\). To 3 significant figures, this is \(3.36\).

PastPaper.markingScheme

M1: Integrating to get \(k \sin(3x + \pi/6)\) with some constant \(k\). A1: Identifying the correct antiderivative \(\frac{1}{3} \sin(3x + \frac{\pi}{6})\). A1: Correctly evaluating limits to show the exact result \(\frac{\sqrt{3} - 1}{6}\). B1: Finding the interval width \(h = 1\) and listing all four correct \(y\)-values. M1: Applying the trapezium rule formula with their values. A1: Correctly computing the final value as \(3.36\) (to 3 s.f.).
PastPaper.question 6 · Structured
7.1 PastPaper.marks
The equation \(e^x - 5x + 1 = 0\) has a root \(\alpha\). Part (a): Show by calculation that \(\alpha\) lies between \(2.3\) and \(2.4\). Part (b): Use the iterative formula \(x_{n+1} = \ln(5x_n - 1)\) with a starting value of \(x_1 = 2.35\) to determine \(\alpha\) correct to 3 decimal places. Show the result of each iteration to 5 decimal places. Part (c): By choosing suitable values to evaluate, show that \(\alpha\) is indeed \(2.396\) correct to 3 decimal places.
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PastPaper.workedSolution

Part (a): Let \(f(x) = e^x - 5x + 1\). Evaluating \(f(x)\) at the boundaries: \(f(2.3) = e^{2.3} - 5(2.3) + 1 \approx 9.97418 - 11.5 = -0.52582 < 0\). \(f(2.4) = e^{2.4} - 5(2.4) + 1 \approx 11.02318 - 12 = 0.02318 > 0\). Since there is a change of sign and \(f(x)\) is a continuous function, a root \(\alpha\) must lie in the interval \((2.3, 2.4)\). Part (b): Applying the iterative formula \(x_{n+1} = \ln(5x_n - 1)\): \(x_1 = 2.35\). \(x_2 = \ln(5(2.35) - 1) = \ln(10.75) \approx 2.37491\). \(x_3 = \ln(5(2.37491) - 1) = \ln(10.87453) \approx 2.38639\). \(x_4 = \ln(5(2.38639) - 1) = \ln(10.93195) \approx 2.39165\). \(x_5 = \ln(5(2.39165) - 1) = \ln(10.95825) \approx 2.39405\). \(x_6 = \ln(5(2.39405) - 1) = \ln(10.97025) \approx 2.39515\). \(x_7 = \ln(5(2.39515) - 1) = \ln(10.97575) \approx 2.39565\). \(x_8 = \ln(5(2.39565) - 1) = \ln(10.97825) \approx 2.39588\). The values are converging to \(2.396\) correct to 3 decimal places. Part (c): To verify that \(\alpha = 2.396\) correct to 3 decimal places, we evaluate \(f(x)\) at the upper and lower bounds of this rounding interval, which are \(2.3955\) and \(2.3965\): \(f(2.3955) = e^{2.3955} - 5(2.3955) + 1 \approx 10.97375 - 11.9775 = -0.00375 < 0\). \(f(2.3965) = e^{2.3965} - 5(2.3965) + 1 \approx 10.98473 - 11.9825 = 0.00223 > 0\). Because there is a sign change between \(2.3955\) and \(2.3965\), the root \(\alpha\) must lie in \((2.3955, 2.3965)\), which means \(\alpha\) rounds to \(2.396\) correct to 3 decimal places.

PastPaper.markingScheme

B1: Showing sign change with calculated values \(f(2.3)\) and \(f(2.4)\). M1: Commencing iteration process correctly. A1: Calculating at least two iterations correctly to 5 decimal places. A1: Finding the root converges to \(2.396\). M1: Evaluating \(f(x)\) at bounds \(2.3955\) and \(2.3965\). A1: Concluding root is \(2.396\) based on the sign change.
PastPaper.question 7 · Structured
7.1 PastPaper.marks
The polynomial \(P(x) = ax^3 + 7x^2 + bx - 6\), where \(a\) and \(b\) are constants, has a factor of \(x + 2\). When \(P(x)\) is divided by \(x - 1\), the remainder is \(9\). Part (a): Find the values of \(a\) and \(b\). Part (b): Using these values of \(a\) and \(b\), solve the equation \(P(x) = 0\), leaving your answers in exact form.
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PastPaper.workedSolution

Part (a): Since \(x+2\) is a factor of \(P(x)\), by the Factor Theorem we have \(P(-2) = 0\). Substitute \(x = -2\): \(a(-2)^3 + 7(-2)^2 + b(-2) - 6 = 0 \implies -8a + 28 - 2b - 6 = 0 \implies -8a - 2b + 22 = 0 \implies 4a + b = 11\) (Equation 1). By the Remainder Theorem, since dividing by \(x-1\) gives remainder 9, we have \(P(1) = 9\). Substitute \(x = 1\): \(a(1)^3 + 7(1)^2 + b(1) - 6 = 9 \implies a + 7 + b - 6 = 9 \implies a + b = 8\) (Equation 2). Subtract Equation 2 from Equation 1: \((4a + b) - (a + b) = 11 - 8 \implies 3a = 3 \implies a = 1\). Substitute \(a = 1\) into Equation 2: \(1 + b = 8 \implies b = 7\). Thus, \(a=1, b=7\). Part (b): With \(a=1\) and \(b=7\), \(P(x) = x^3 + 7x^2 + 7x - 6\). Since \(x+2\) is a factor, we can write \(P(x) = (x+2)(x^2 + kx - 3)\) for some constant \(k\). Expanding this product: \((x+2)(x^2 + kx - 3) = x^3 + (k+2)x^2 + (2k-3)x - 6\). Comparing the coefficient of \(x^2\): \(k+2 = 7 \implies k = 5\). So \(P(x) = (x+2)(x^2 + 5x - 3) = 0\). This gives \(x+2 = 0 \implies x = -2\) or \(x^2 + 5x - 3 = 0\). Solving the quadratic part using the quadratic formula: \(x = \frac{-5 \pm \sqrt{5^2 - 4(1)(-3)}}{2(1)} = \frac{-5 \pm \sqrt{25 + 12}}{2} = \frac{-5 \pm \sqrt{37}}{2}\). Hence, the exact roots are \(x = -2\) and \(x = \frac{-5 \pm \sqrt{37}}{2}\).

PastPaper.markingScheme

M1: Using \(P(-2) = 0\) to obtain a linear equation in \(a\) and \(b\). A1: Obtaining \(4a + b = 11\) (or equivalent). M1: Using \(P(1) = 9\) to obtain a second linear equation in \(a\) and \(b\). A1: Solving the simultaneous equations to find \(a=1, b=7\). M1: Performing algebraic division or equating coefficients to express \(P(x)\) as \((x+2)(x^2+5x-3)\). A1: Solving the quadratic equation to obtain the remaining exact roots \(x = \frac{-5 \pm \sqrt{37}}{2}\).

PastPaper.section 9709/33 Pure Mathematics 3

Answer all questions on the question paper.
11 PastPaper.question · 75.39999999999999 PastPaper.marks
PastPaper.question 1 · Structured
6.8 PastPaper.marks
The complex number \( z \) satisfies the equation \( |z - 3 - \mathrm{i}| = 2 \).

(i) Sketch the Argand diagram showing the locus of \( z \).

(ii) Find the maximum value of \( \arg z \) for points on this locus, giving your answer correct to 3 significant figures.
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PastPaper.workedSolution

(i) The locus of \( z \) satisfying \( |z - (3 + \mathrm{i})| = 2 \) is a circle on the Argand diagram. The center of the circle is at the point \( (3, 1) \) representing the complex number \( 3 + \mathrm{i} \), and the radius of the circle is \( 2 \).

(ii) Let \( C \) be the center of the circle \( (3, 1) \) and \( O \) be the origin. The distance from the origin to the center is:
\[ OC = \sqrt{3^2 + 1^2} = \sqrt{10} \]

Since the radius \( R = 2 \) is less than \( \sqrt{10} \), the origin lies outside the circle. The maximum argument of \( z \) on the circle occurs at the point of tangency where a line from the origin to the circle is tangent to the upper side of the circle.

Let \( \alpha \) be the angle that the line \( OC \) makes with the positive real axis:
\[ \tan \alpha = \frac{1}{3} \implies \alpha \approx 0.32175 \text{ radians} \]

Let \( \beta \) be the angle between the tangent line and \( OC \). In the right-angled triangle formed by the origin, the tangent point, and the center \( C \):
\[ \sin \beta = \frac{R}{OC} = \frac{2}{\sqrt{10}} \implies \beta \approx 0.68472 \text{ radians} \]

The maximum value of \( \arg z \) is:
\[ \theta_{\max} = \alpha + \beta = 0.32175 + 0.68472 = 1.00647 \approx 1.01 \text{ radians} \]

PastPaper.markingScheme

- M1: Sketching a circle centered in the first quadrant.
- A1: Circle correctly centered at \( (3, 1) \) with radius \( 2 \) (must clearly show position relative to axes).
- M1: Recognizing that the maximum argument is achieved at a tangent from the origin, and using trigonometry with the center \( (3,1) \) and radius \( 2 \).
- A1: Finding \( \alpha = \arctan(1/3) \) or \( \beta = \arcsin(2/\sqrt{10}) \) (or equivalent angles).
- A1.8: Correctly calculating the sum of the angles to get \( 1.01 \) radians (allow equivalent answer in degrees, \( 57.7^{\circ} \), only if degrees are clearly specified, but radians is the standard default).
PastPaper.question 2 · Structured
6.8 PastPaper.marks
Solve the differential equation
\[ \frac{\mathrm{d}y}{\mathrm{d}x} = \frac{y^2 \ln x}{x} \]
given that \( y = -1 \) when \( x = 1 \). Express your answer in the form \( y = f(x) \).
PastPaper.showAnswers

PastPaper.workedSolution

Separate the variables of the differential equation:
\[ \int \frac{1}{y^2} \mathrm{d}y = \int \frac{\ln x}{x} \mathrm{d}x \]

Integrating the left-hand side:
\[ \int y^{-2} \mathrm{d}y = -\frac{1}{y} \]

Integrating the right-hand side using substitution (let \( u = \ln x \), so \( \mathrm{d}u = \frac{1}{x} \mathrm{d}x \)):
\[ \int \frac{\ln x}{x} \mathrm{d}x = \int u \, \mathrm{d}u = \frac{1}{2} u^2 + c = \frac{1}{2} (\ln x)^2 + c \]

Equating both integrated sides:
\[ -\frac{1}{y} = \frac{1}{2} (\ln x)^2 + c \]

Substitute the initial conditions \( y = -1 \) when \( x = 1 \) to find \( c \):
\[ -\frac{1}{-1} = \frac{1}{2} (\ln 1)^2 + c \implies 1 = 0 + c \implies c = 1 \]

Substitute \( c = 1 \) back into the equation:
\[ -\frac{1}{y} = \frac{1}{2} (\ln x)^2 + 1 = \frac{(\ln x)^2 + 2}{2} \]

Solve for \( y \):
\[ \frac{1}{y} = -\frac{2 + (\ln x)^2}{2} \implies y = -\frac{2}{2 + (\ln x)^2} \]

PastPaper.markingScheme

- M1: Attempting to separate variables and integrating both sides.
- A1: Correct integration of LHS to obtain \( -1/y \).
- A1: Correct integration of RHS to obtain \( \frac{1}{2}(\ln x)^2 \).
- M1: Substituting the given initial conditions \( y = -1, x = 1 \) to find the constant of integration.
- A1: Finding \( c = 1 \) (or equivalent constant depending on the arrangement).
- A1.8: Rearranging the equation correctly to express \( y \) as a function of \( x \): \( y = -\frac{2}{2 + (\ln x)^2} \).
PastPaper.question 3 · Structured
6.8 PastPaper.marks
Find the exact value of
\[ \int_0^{\pi/2} e^{2x} \sin x \, \mathrm{d}x \]
PastPaper.showAnswers

PastPaper.workedSolution

Let \( I = \int e^{2x} \sin x \, \mathrm{d}x \).

Use integration by parts:
Let \( u = \sin x \implies \mathrm{d}u = \cos x \, \mathrm{d}x \)
and \( \mathrm{d}v = e^{2x} \, \mathrm{d}x \implies v = \frac{1}{2} e^{2x} \).

Then:
\[ I = \frac{1}{2} e^{2x} \sin x - \frac{1}{2} \int e^{2x} \cos x \, \mathrm{d}x \]

Apply integration by parts a second time on the remaining integral:
Let \( u = \cos x \implies \mathrm{d}u = -\sin x \, \mathrm{d}x \)
and \( \mathrm{d}v = e^{2x} \, \mathrm{d}x \implies v = \frac{1}{2} e^{2x} \).

Then:
\[ \int e^{2x} \cos x \, \mathrm{d}x = \frac{1}{2} e^{2x} \cos x - \int \left( \frac{1}{2} e^{2x} \right) (-\sin x) \, \mathrm{d}x = \frac{1}{2} e^{2x} \cos x + \frac{1}{2} I \]

Substitute this back into the expression for \( I \):
\[ I = \frac{1}{2} e^{2x} \sin x - \frac{1}{2} \left( \frac{1}{2} e^{2x} \cos x + \frac{1}{2} I \right) \]
\[ I = \frac{1}{2} e^{2x} \sin x - \frac{1}{4} e^{2x} \cos x - \frac{1}{4} I \]

Add \( \frac{1}{4} I \) to both sides:
\[ \frac{5}{4} I = \frac{1}{4} e^{2x} (2 \sin x - \cos x) \implies I = \frac{1}{5} e^{2x} (2 \sin x - \cos x) \]

Now, evaluate this from limit \( 0 \) to \( \pi/2 \):
\[ \int_0^{\pi/2} e^{2x} \sin x \, \mathrm{d}x = \left[ \frac{1}{5} e^{2x} (2 \sin x - \cos x) \right]_0^{\pi/2} \]

At \( x = \pi/2 \):
\[ \frac{1}{5} e^{\pi} (2 \sin(\pi/2) - \cos(\pi/2)) = \frac{1}{5} e^{\pi} (2(1) - 0) = \frac{2}{5} e^{\pi} \]

At \( x = 0 \):
\[ \frac{1}{5} e^{0} (2 \sin(0) - \cos(0)) = \frac{1}{5} (1) (0 - 1) = -\frac{1}{5} \]

Subtracting the two values:
\[ \frac{2}{5} e^{\pi} - \left( -\frac{1}{5} \right) = \frac{2e^{\pi} + 1}{5} \]

PastPaper.markingScheme

- M1: Attempting integration by parts once, choosing appropriate terms.
- A1: Correctly completing first stage of integration by parts.
- M1: Attempting integration by parts a second time on the resulting integral.
- A1: Correctly obtaining the cyclic expression for \( I \) and solving for it to get \( I = \frac{1}{5} e^{2x} (2 \sin x - \cos x) \).
- M1: Applying the limits \( 0 \) and \( \pi/2 \) correctly to their integrated expression.
- A1.8: Obtaining the exact final simplified answer \( \frac{2e^{\pi} + 1}{5} \) (or equivalent form).
PastPaper.question 4 · Structured
6.8 PastPaper.marks
The line \( l_1 \) passes through the point \( A(1, 2, -1) \) and has direction vector \( \mathbf{i} - \mathbf{j} + 2\mathbf{k} \). The line \( l_2 \) passes through the point \( B(2, -1, 3) \) and has direction vector \( 2\mathbf{i} + \mathbf{j} - \mathbf{k} \).

(i) Show that the lines \( l_1 \) and \( l_2 \) do not intersect.

(ii) Find the shortest distance between the two lines.
PastPaper.showAnswers

PastPaper.workedSolution

(i) Write the equations of the lines in vector parametric form:
\[ l_1: \mathbf{r} = \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix} + \lambda \begin{pmatrix} 1 \\ -1 \\ 2 \end{pmatrix} \]
\[ l_2: \mathbf{r} = \begin{pmatrix} 2 \\ -1 \\ 3 \end{pmatrix} + \mu \begin{pmatrix} 2 \\ 1 \\ -1 \end{pmatrix} \]

If the lines intersect, there must exist parameter values \( \lambda \) and \( \mu \) such that:
1) \( 1 + \lambda = 2 + 2\mu \implies \lambda - 2\mu = 1 \)
2) \( 2 - \lambda = -1 + \mu \implies \lambda + \mu = 3 \)
3) \( -1 + 2\lambda = 3 - \mu \implies 2\lambda + \mu = 4 \)

From equations 1 and 2, subtract equation 1 from 2:
\[ 3\mu = 2 \implies \mu = \frac{2}{3} \]
Then substitute into equation 2:
\[ \lambda = 3 - \frac{2}{3} = \frac{7}{3} \]

Check if these values satisfy equation 3:
\[ \text{LHS of (3)} = 2\left(\frac{7}{3}\right) + \frac{2}{3} = \frac{16}{3} \]
\[ \text{RHS of (3)} = 4 \]
Since \( \frac{16}{3} \neq 4 \), the system of equations has no consistent solution, so the lines do not intersect.

(ii) The shortest distance \( d \) between two skew lines is given by:
\[ d = \frac{|(\mathbf{a} - \mathbf{b}) \cdot \mathbf{n}|}{|\mathbf{n}|} \]
where \( \mathbf{a} - \mathbf{b} \) is the vector between points \( A \) and \( B \), and \( \mathbf{n} \) is the common perpendicular vector to both lines.

Calculate \( \mathbf{a} - \mathbf{b} \):
\[ \mathbf{a} - \mathbf{b} = \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix} - \begin{pmatrix} 2 \\ -1 \\ 3 \end{pmatrix} = \begin{pmatrix} -1 \\ 3 \\ -4 \end{pmatrix} \]

Find \( \mathbf{n} \) by calculating the vector product of the direction vectors \( \mathbf{d}_1 = \begin{pmatrix} 1 \\ -1 \\ 2 \end{pmatrix} \) and \( \mathbf{d}_2 = \begin{pmatrix} 2 \\ 1 \\ -1 \end{pmatrix} \):
\[ \mathbf{n} = \mathbf{d}_1 \times \mathbf{d}_2 = \det \begin{pmatrix} \mathbf{i} & \mathbf{j} & \mathbf{k} \\ 1 & -1 & 2 \\ 2 & 1 & -1 \end{pmatrix} = \mathbf{i}(1 - 2) - \mathbf{j}(-1 - 4) + \mathbf{k}(1 - (-2)) = -\mathbf{i} + 5\mathbf{j} + 3\mathbf{k} \]

Calculate the scalar product \( (\mathbf{a} - \mathbf{b}) \cdot \mathbf{n} \):
\[ (-\mathbf{i} + 3\mathbf{j} - 4\mathbf{k}) \cdot (-\mathbf{i} + 5\mathbf{j} + 3\mathbf{k}) = 1 + 15 - 12 = 4 \]

Calculate the magnitude \( |\mathbf{n}| \):
\[ |\mathbf{n}| = \sqrt{(-1)^2 + 5^2 + 3^2} = \sqrt{1 + 25 + 9} = \sqrt{35} \]

Calculate the shortest distance:
\[ d = \frac{4}{\sqrt{35}} \approx 0.676 \]

PastPaper.markingScheme

- M1: Setting up parametric equations for coordinates on both lines.
- A1: Solving a pair of equations to obtain \( \lambda = 7/3 \) and \( \mu = 2/3 \).
- A1.8: Showing inconsistency in the third equation and concluding that the lines do not intersect.
- M1: Finding the vector product of the two direction vectors.
- A1: Obtaining correct perpendicular vector \( -\mathbf{i} + 5\mathbf{j} + 3\mathbf{k} \) (or equivalent scalar multiple).
- A1: Correctly applying the shortest distance formula to get \( \frac{4}{\sqrt{35}} \) or \( 0.676 \).
PastPaper.question 5 · Structured
6.8 PastPaper.marks
(i) Show by calculation that the equation \( x^3 - 5x + 1 = 0 \) has a root between \( x = 0 \) and \( x = 1 \).

(ii) Use the iterative formula \( x_{n+1} = \frac{x_n^3 + 1}{5} \) to determine this root correct to 3 decimal places. Give the result of each iteration to 5 decimal places, starting with \( x_1 = 0.2 \).
PastPaper.showAnswers

PastPaper.workedSolution

(i) Let \( f(x) = x^3 - 5x + 1 \). Since \( f(x) \) is a continuous polynomial function, we evaluate it at the endpoints of the interval:
\[ f(0) = (0)^3 - 5(0) + 1 = 1 > 0 \]
\[ f(1) = (1)^3 - 5(1) + 1 = 1 - 5 + 1 = -3 < 0 \]

There is a change of sign between \( f(0) \) and \( f(1) \). Therefore, by the Intermediate Value Theorem, there exists at least one root \( \alpha \) in the interval \( (0, 1) \).

(ii) Using the iterative formula \( x_{n+1} = \frac{x_n^3 + 1}{5} \) with \( x_1 = 0.2 \):
\[ x_2 = \frac{0.2^3 + 1}{5} = \frac{0.008 + 1}{5} = 0.20160 \]
\[ x_3 = \frac{0.20160^3 + 1}{5} \approx \frac{0.008194 + 1}{5} = 0.20164 \]
\[ x_4 = \frac{0.20164^3 + 1}{5} \approx \frac{0.008199 + 1}{5} = 0.20164 \]

Since the successive values of the iterations have converged to \( 0.2016 \) up to 4 decimal places, the root correct to 3 decimal places is \( 0.202 \).

PastPaper.markingScheme

- M1: Calculating values of the function at \( x=0 \) and \( x=1 \).
- A1: Correct evaluation of \( f(0)=1 \) and \( f(1)=-3 \) with a conclusion mentioning the sign change.
- M1: Attempting to use the given iteration formula to calculate at least \( x_2 \).
- A1: Obtaining \( x_2 = 0.20160 \) correctly.
- A1: Obtaining subsequent iterations \( x_3 = 0.20164 \) and \( x_4 = 0.20164 \) correct to 5 decimal places.
- A1.8: Giving final answer as \( 0.202 \) and showing sufficient iterations to justify this precision.
PastPaper.question 6 · Structured
6.8 PastPaper.marks
A curve has parametric equations:
\[ x = 2\theta - \sin(2\theta), \quad y = 1 - \cos(2\theta) \]
for \( 0 < \theta < \pi \).

(i) Show that \( \frac{\mathrm{d}y}{\mathrm{d}x} = \cot\theta \).

(ii) Find the equation of the tangent to the curve at the point where \( \theta = \frac{\pi}{4} \).
PastPaper.showAnswers

PastPaper.workedSolution

(i) Differentiating \( x \) and \( y \) with respect to \( \theta \):
\[ \frac{\mathrm{d}x}{\mathrm{d}\theta} = 2 - 2\cos(2\theta) = 2(1 - \cos(2\theta)) \]
Using the double-angle identity \( 1 - \cos(2\theta) = 2\sin^2\theta \):
\[ \frac{\mathrm{d}x}{\mathrm{d}\theta} = 4\sin^2\theta \]

Now differentiating \( y \) with respect to \( \theta \):
\[ \frac{\mathrm{d}y}{\mathrm{d}\theta} = 2\sin(2\theta) \]
Using the double-angle identity \( \sin(2\theta) = 2\sin\theta\cos\theta \):
\[ \frac{\mathrm{d}y}{\mathrm{d}\theta} = 4\sin\theta\cos\theta \]

Now, use the chain rule to find \( \frac{\mathrm{d}y}{\mathrm{d}x} \):
\[ \frac{\mathrm{d}y}{\mathrm{d}x} = \frac{\frac{\mathrm{d}y}{\mathrm{d}\theta}}{\frac{\mathrm{d}x}{\mathrm{d}\theta}} = \frac{4\sin\theta\cos\theta}{4\sin^2\theta} = \frac{\cos\theta}{\sin\theta} = \cot\theta \]

(ii) At the point where \( \theta = \frac{\pi}{4} \):
\[ x = 2\left(\frac{\pi}{4}\right) - \sin\left(\frac{\pi}{2}\right) = \frac{\pi}{2} - 1 \]
\[ y = 1 - \cos\left(\frac{\pi}{2}\right) = 1 \]

The gradient of the tangent at \( \theta = \frac{\pi}{4} \) is:
\[ m = \cot\left(\frac{\pi}{4}\right) = 1 \]

Using the point-slope form, the equation of the tangent line is:
\[ y - 1 = 1 \left( x - \left(\frac{\pi}{2} - 1\right) \right) \]
\[ y - 1 = x - \frac{\pi}{2} + 1 \]
\[ y = x - \frac{\pi}{2} + 2 \]

PastPaper.markingScheme

- M1: Differentiating both parametric equations to find \( \frac{\mathrm{d}x}{\mathrm{d}\theta} \) and \( \frac{\mathrm{d}y}{\mathrm{d}\theta} \).
- A1: Finding correct derivatives: \( 2 - 2\cos(2\theta) \) and \( 2\sin(2\theta) \).
- M1: Applying double-angle trigonometric identities to simplify the derivatives.
- A0.8: Successfully completing the proof to show \( \frac{\mathrm{d}y}{\mathrm{d}x} = \cot\theta \).
- M1: Finding the coordinates \( (x, y) \) and the gradient at \( \theta = \frac{\pi}{4} \).
- A1: Finding coordinates \( (\pi/2 - 1, 1) \) and gradient \( m = 1 \).
- A1: Finding the correct tangent line equation \( y = x - \frac{\pi}{2} + 2 \) (or equivalent form).
PastPaper.question 7 · Structured
6.8 PastPaper.marks
(i) Express \( 3\sin x - 2\cos x \) in the form \( R\sin(x - \alpha) \), where \( R > 0 \) and \( 0 < \alpha < \frac{\pi}{2} \). Give the value of \( \alpha \) correct to 3 decimal places.

(ii) Hence, solve the equation \( 3\sin x - 2\cos x = 1 \) for \( 0 \le x \le 2\pi \), giving your answers correct to 3 significant figures.
PastPaper.showAnswers

PastPaper.workedSolution

(i) We want to express \( 3\sin x - 2\cos x \) in the form \( R\sin(x - \alpha) \):
\[ R\sin(x - \alpha) = R\sin x\cos\alpha - R\cos x\sin\alpha \]

Equating the coefficients:
\[ R\cos\alpha = 3 \]
\[ R\sin\alpha = 2 \]

To find \( R \):
\[ R^2 = 3^2 + 2^2 = 13 \implies R = \sqrt{13} \approx 3.61 \]

To find \( \alpha \):
\[ \tan\alpha = \frac{2}{3} \implies \alpha = \arctan\left(\frac{2}{3}\right) \approx 0.588 \text{ radians} \]

So:
\[ 3\sin x - 2\cos x = \sqrt{13}\sin(x - 0.588) \]

(ii) Substitute this form into the equation:
\[ \sqrt{13}\sin(x - 0.588) = 1 \]
\[ \sin(x - 0.588) = \frac{1}{\sqrt{13}} \]

Find the principal value of the inverse sine:
\[ x - 0.588 = \arcsin\left(\frac{1}{\sqrt{13}}\right) \approx 0.2810 \text{ radians} \]

We need solutions in the range \( 0 \le x \le 2\pi \), which means \( -0.588 \le x - 0.588 \le 5.695 \).

The possible values for \( x - 0.588 \) are:
1) \( x - 0.588 = 0.2810 \implies x = 0.2810 + 0.588 = 0.869 \text{ radians} \)
2) \( x - 0.588 = \pi - 0.2810 \approx 2.8606 \implies x = 2.8606 + 0.588 = 3.449 \approx 3.45 \text{ radians} \)

Thus, the solutions in the interval are \( x = 0.869 \) and \( x = 3.45 \).

PastPaper.markingScheme

- M1: Setting up the simultaneous equations for \( R \) and \( \alpha \) by expanding \( R\sin(x-\alpha) \).
- A1: Finding \( R = \sqrt{13} \) (or equivalent exact form).
- A1: Finding \( \alpha = 0.588 \) (or \( 0.5880 \) to 4 d.p.).
- M1: Solving \( \sin(x - 0.588) = \frac{1}{\sqrt{13}} \) to find a principal value.
- A1: Finding one correct root \( x = 0.869 \).
- A1.8: Finding the second correct root \( x = 3.45 \) and ensuring no extra values are in the interval.
PastPaper.question 8 · Structured
6.8 PastPaper.marks
Let \( f(x) = \frac{x + 7}{(x + 1)(2x - 1)} \).

(i) Express \( f(x) \) in partial fractions.

(ii) Hence, obtain the expansion of \( f(x) \) in ascending powers of \( x \), up to and including the term in \( x^2 \).
PastPaper.showAnswers

PastPaper.workedSolution

(i) Express in partial fractions:
\[ \frac{x + 7}{(x + 1)(2x - 1)} = \frac{A}{x + 1} + \frac{B}{2x - 1} \]

Multiply by the denominator \( (x + 1)(2x - 1) \):
\[ x + 7 = A(2x - 1) + B(x + 1) \]

To find \( A \), let \( x = -1 \):
\[ -1 + 7 = A(2(-1) - 1) \implies 6 = -3A \implies A = -2 \]

To find \( B \), let \( x = \frac{1}{2} \):
\[ \frac{1}{2} + 7 = B\left(\frac{1}{2} + 1\right) \implies \frac{15}{2} = \frac{3}{2}B \implies B = 5 \]

Thus:
\[ f(x) = -\frac{2}{x + 1} + \frac{5}{2x - 1} \]

(ii) Rewrite \( f(x) \) using negative exponents to facilitate binomial expansion:
\[ f(x) = -2(1 + x)^{-1} + 5(2x - 1)^{-1} = -2(1 + x)^{-1} - 5(1 - 2x)^{-1} \]

Now, expand each term using the general binomial expansion \( (1 + u)^n = 1 + nu + \frac{n(n-1)}{2!}u^2 + \dots \):

For \( -2(1 + x)^{-1} \):
\[ -2(1 + x)^{-1} = -2\left(1 - x + x^2 - \dots\right) = -2 + 2x - 2x^2 \]

For \( -5(1 - 2x)^{-1} \):
\[ -5(1 - 2x)^{-1} = -5\left(1 + (-1)(-2x) + \frac{(-1)(-2)}{2}(-2x)^2 + \dots\right) \]
\[ = -5\left(1 + 2x + 4x^2 + \dots\right) = -5 - 10x - 20x^2 \]

Sum the two expansions:
\[ f(x) = (-2 + 2x - 2x^2) + (-5 - 10x - 20x^2) \]
\[ f(x) = -7 - 8x - 22x^2 \]

PastPaper.markingScheme

- M1: Setting up correct partial fraction form and attempting to solve for coefficients.
- A1: Correctly finding either \( A = -2 \) or \( B = 5 \).
- A1: Obtaining the correct partial fractions: \( f(x) = -\frac{2}{x + 1} + \frac{5}{2x - 1} \).
- M1: Rewriting fractions with negative indices and factoring out coefficients appropriately for binomial expansion.
- A1: Correctly obtaining the expansion of \( (1+x)^{-1} \) or \( (1-2x)^{-1} \) up to the \( x^2 \) term.
- A1: Obtaining correct expansions for both components.
- A0.8: Correctly combining terms to find the final quadratic expression: \( -7 - 8x - 22x^2 \).
PastPaper.question 9 · structured
7 PastPaper.marks
The complex number \(z\) satisfies the equation \(|z - 3 - 4\mathrm{i}| = 2\).

Find the minimum and maximum values of \(\arg(z)\) in radians, giving your answers correct to 3 decimal places.
PastPaper.showAnswers

PastPaper.workedSolution

1. Identify the locus of \(z\):
The equation \(|z - (3 + 4\mathrm{i})| = 2\) represents a circle in the Argand diagram with center \(C(3, 4)\) and radius \(R = 2\).

2. Find the distance from the origin \(O(0,0)\) to the center \(C\):
\(OC = \sqrt{3^2 + 4^2} = 5\).

3. Calculate the angle \(\theta\) of the center \(C\) relative to the positive real axis:
\(\theta = \arg(3 + 4\mathrm{i}) = \arctan\left(\frac{4}{3}\right) \approx 0.9273\) radians.

4. Use geometry to find the maximum variation in angle, \(\alpha\), from the line \(OC\):
The tangent lines from the origin to the circle make an angle \(\alpha\) with the line \(OC\), where:
\(\sin\alpha = \frac{R}{OC} = \frac{2}{5} = 0.4\)
\(\alpha = \arcsin(0.4) \approx 0.4115\) radians.

5. Calculate the minimum and maximum values of \(\arg(z)\):
Minimum \(\arg(z) = \theta - \alpha \approx 0.9273 - 0.4115 = 0.516\) radians (to 3 d.p.).
Maximum \(\arg(z) = \theta + \alpha \approx 0.9273 + 0.4115 = 1.339\) radians (to 3 d.p.).

PastPaper.markingScheme

M1: Sketch or state that the locus of \(z\) is a circle with center \(3 + 4\mathrm{i}\) and radius 2.
M1: Find the distance from the origin to the center, \(OC = 5\).
M1: Calculate the angle of the center, \(\theta = \arctan(4/3)\) (or approx 0.927).
M1: State or use \(\sin\alpha = \frac{2}{5}\) to find the angular radius \(\alpha = \arcsin(0.4)\) (or approx 0.412).
M1: Realise that minimum arg is \(\theta - \alpha\) and maximum arg is \(\theta + \alpha\).
A1: Correct minimum value of 0.516 (allow 0.515 to 0.517).
A1: Correct maximum value of 1.339 (allow 1.338 to 1.340).
PastPaper.question 10 · structured
7 PastPaper.marks
Solve the differential equation

\[\frac{\mathrm{d}y}{\mathrm{d}x} = \frac{y^2 \ln x}{x}\]

given that \(y = -2\) when \(x = 1\). Express \(y\) explicitly in terms of \(x\).
PastPaper.showAnswers

PastPaper.workedSolution

1. Separate the variables:
\[\int \frac{1}{y^2} \mathrm{d}y = \int \frac{\ln x}{x} \mathrm{d}x\]

2. Integrate both sides:
LHS: \[\int y^{-2} \mathrm{d}y = -\frac{1}{y}\]
RHS: Let \(u = \ln x\), then \(\mathrm{d}u = \frac{1}{x} \mathrm{d}x\).
\[\int u \mathrm{d}u = \frac{1}{2} u^2 = \frac{1}{2} (\ln x)^2\]
Combining these gives:
\[-\frac{1}{y} = \frac{1}{2} (\ln x)^2 + C\]

3. Use the boundary condition \(y = -2\) when \(x = 1\) to find \(C\):
\[-\frac{1}{-2} = \frac{1}{2} (\ln 1)^2 + C \implies \frac{1}{2} = 0 + C \implies C = \frac{1}{2}\]

4. Substitute \(C\) back into the equation:
\[-\frac{1}{y} = \frac{1}{2} (\ln x)^2 + \frac{1}{2} = \frac{(\ln x)^2 + 1}{2}\]

5. Solve for \(y\):
\[y = -\frac{2}{(\ln x)^2 + 1}\]

PastPaper.markingScheme

M1: Separate variables correctly to obtain \(\int y^{-2} \mathrm{d}y = \int x^{-1} \ln x \mathrm{d}x\).
B1: Integrate LHS to get \(-1/y\).
M1: Integrate RHS using substitution or inspection to get \(k (\ln x)^2\).
A1: Obtain correct integrated RHS: \(\frac{1}{2} (\ln x)^2 + C\).
M1: Substitute \(y = -2\) and \(x = 1\) to find the constant of integration \(C\).
A1: Obtain \(C = \frac{1}{2}\) (or equivalent depending on integration constants).
A1: Obtain the final explicit form \(y = -\frac{2}{(\ln x)^2 + 1}\) (or equivalent).
PastPaper.question 11 · structured
7 PastPaper.marks
(i) Express \(\frac{7x - 1}{(1 - x)(1 + 2x)}\) in partial fractions.

(ii) Hence, obtain the expansion of \(\frac{7x - 1}{(1 - x)(1 + 2x)}\) in ascending powers of \(x\), up to and including the term in \(x^2\).
PastPaper.showAnswers

PastPaper.workedSolution

**Part (i)**
Let \[\frac{7x - 1}{(1 - x)(1 + 2x)} = \frac{A}{1 - x} + \frac{B}{1 + 2x}\]
Multiply through by \((1-x)(1+2x)\):
\[7x - 1 = A(1 + 2x) + B(1 - x)\]
- Let \(x = 1\):
\[7(1) - 1 = A(1 + 2(1)) \implies 6 = 3A \implies A = 2\]
- Let \(x = -\frac{1}{2}\):
\[7\left(-\frac{1}{2}\right) - 1 = B\left(1 - \left(-\frac{1}{2}\right)\right) \implies -\frac{9}{2} = \frac{3}{2} B \implies B = -3\]
Thus, the partial fractions are:
\[\frac{2}{1 - x} - \frac{3}{1 + 2x}\]

**Part (ii)**
We expand each term as a binomial series:
1. For \(2(1 - x)^{-1}\):
\[2(1 - x)^{-1} = 2\left(1 + x + x^2 + \dots\right) = 2 + 2x + 2x^2\]
2. For \(-3(1 + 2x)^{-1}\):
\[-3(1 + 2x)^{-1} = -3\left(1 + (-1)(2x) + \frac{(-1)(-2)}{2}(2x)^2 + \dots\right) = -3(1 - 2x + 4x^2) = -3 + 6x - 12x^2\]
Summing the two expansions:
\[(2 + 2x + 2x^2) + (-3 + 6x - 12x^2) = -1 + 8x - 10x^2\]

PastPaper.markingScheme

Part (i):
M1: State or imply the form \(\frac{A}{1-x} + \frac{B}{1+2x}\) and solve for at least one constant.
A1: Obtain \(A = 2\) and \(B = -3\).

Part (ii):
M1: Use binomial theorem to expand \((1-x)^{-1}\) or \((1+2x)^{-1}\) up to the \(x^2\) term.
A1: Correct expansion for \(2(1-x)^{-1}\) as \(2 + 2x + 2x^2\).
A1: Correct expansion for \(-3(1+2x)^{-1}\) as \(-3 + 6x - 12x^2\).
M1: Add the two expansions together.
A1: Obtain the correct final simplified expression \(-1 + 8x - 10x^2\).

PastPaper.section 9709/43 Mechanics

Answer all questions. Where g is needed, use 10.
7 PastPaper.question · 49.7 PastPaper.marks
PastPaper.question 1 · structured
7.1 PastPaper.marks
A particle of mass \(3\text{ kg}\) is held in equilibrium on a rough plane inclined at angle \(\alpha\) to the horizontal, where \(\sin \alpha = 0.6\). A force of magnitude \(P\text{ N}\) acts on the particle up the line of greatest slope of the plane. The coefficient of friction between the particle and the plane is \(0.4\). Find the range of values of \(P\) for which the particle remains in equilibrium.
PastPaper.showAnswers

PastPaper.workedSolution

Given mass \(m = 3\text{ kg}\), the weight of the particle is \(W = mg = 3 \times 10 = 30\text{ N}\). The angle of inclination \(\alpha\) satisfies \(\sin \alpha = 0.6\), which gives \(\cos \alpha = 0.8\). The normal reaction force \(R\) is perpendicular to the plane: \(R = W \cos \alpha = 30 \times 0.8 = 24\text{ N}\). The maximum frictional force is given by: \(F_{\text{max}} = \mu R = 0.4 \times 24 = 9.6\text{ N}\). The component of the weight down the plane is: \(W \sin \alpha = 30 \times 0.6 = 18\text{ N}\). We consider two limiting cases of equilibrium: 1) The particle is on the point of sliding down the slope. In this case, the frictional force acts up the slope: \(P + F_{\text{max}} = W \sin \alpha \implies P + 9.6 = 18 \implies P = 8.4\text{ N}\). 2) The particle is on the point of sliding up the slope. In this case, the frictional force acts down the slope: \(P = W \sin \alpha + F_{\text{max}} \implies P = 18 + 9.6 = 27.6\text{ N}\). Thus, the range of values for \(P\) to maintain equilibrium is \(8.4 \le P \le 27.6\).

PastPaper.markingScheme

M1: Attempt to resolve forces perpendicular to the plane to find \(R\). A1: Correct normal reaction \(R = 24\text{ N}\). M1: Use of \(F = \mu R\) to find limiting friction. A1: Correct \(F_{\text{max}} = 9.6\text{ N}\). M1: Set up equilibrium equations for both limiting cases. A1: Correct lower limit \(P = 8.4\text{ N}\). A1.1: Correct upper limit \(P = 27.6\text{ N}\).
PastPaper.question 2 · structured
7.1 PastPaper.marks
Two particles \(A\) and \(B\), of masses \(0.8\text{ kg}\) and \(0.4\text{ kg}\) respectively, are connected by a light inextensible string which passes over a smooth fixed pulley. Particle \(A\) lies on a rough horizontal table and the string is horizontal between \(A\) and the pulley. Particle \(B\) hangs vertically below the pulley at a height of \(1.5\text{ m}\) above the floor. The coefficient of friction between \(A\) and the table is \(0.25\). The system is released from rest. Find the total distance travelled by \(A\) from the instant the system is released until \(A\) first comes to rest, assuming that \(A\) does not reach the pulley.
PastPaper.showAnswers

PastPaper.workedSolution

Let \(T\) be the tension in the string and \(a\) be the acceleration of the system before \(B\) hits the floor. For particle \(A\) on the rough horizontal table, the normal reaction is \(R = m_A g = 0.8 \times 10 = 8\text{ N}\). The friction force is \(F = \mu R = 0.25 \times 8 = 2\text{ N}\). The equation of motion for \(A\) is \(T - 2 = 0.8 a\). For particle \(B\), the equation of motion is \(m_B g - T = m_B a \implies 4 - T = 0.4 a\). Adding the two equations: \(2 = 1.2 a \implies a = 5/3\text{ m s}^{-2}\). The distance travelled by \(B\) before hitting the floor is \(s_1 = 1.5\text{ m}\). The speed \(v\) of both particles at the instant \(B\) hits the floor is given by \(v^2 = u^2 + 2 a s_1 = 0 + 2 \times (5/3) \times 1.5 = 5\text{ m}^2\text{ s}^{-2}\). Once \(B\) hits the floor, the string becomes slack, so the tension \(T = 0\). The only horizontal force acting on \(A\) is friction, so its new acceleration \(a'\) is given by \(-F = m_A a' \implies -2 = 0.8 a' \implies a' = -2.5\text{ m s}^{-2}\). Let \(s_2\) be the distance \(A\) travels while decelerating to rest: \(0 = v^2 + 2 a' s_2 \implies 0 = 5 + 2(-2.5)s_2 \implies s_2 = 1\text{ m}\). The total distance travelled by \(A\) is \(s_{\text{total}} = s_1 + s_2 = 1.5 + 1 = 2.5\text{ m}\).

PastPaper.markingScheme

M1: Use of \(F = \mu R\) to find the frictional force on \(A\). A1: Correct friction force \(F = 2\text{ N}\). M1: Write equations of motion for both particles and solve for acceleration \(a\). A1: Correct acceleration \(a = 5/3\text{ m s}^{-2}\). M1: Find velocity when \(B\) hits the floor. M1: Calculate deceleration of \(A\) after \(B\) hits the floor and find the further distance \(s_2\). A1.1: Correct total distance \(2.5\text{ m}\).
PastPaper.question 3 · structured
7.1 PastPaper.marks
A particle \(P\) moves in a straight line through a fixed point \(O\). At time \(t\) seconds after leaving \(O\), its velocity \(v\text{ m s}^{-1}\) is given by \(v = 0.1(9t^2 - t^3)\) for \(0 \le t \le 9\). Find the maximum speed of the particle in this interval and find the distance travelled by the particle from \(t = 0\) until it first comes to instantaneous rest after leaving \(O\).
PastPaper.showAnswers

PastPaper.workedSolution

To find the maximum speed, we differentiate \(v\) with respect to \(t\) to find the acceleration \(a\): \(a = dv/dt = 0.1(18t - 3t^2) = 0.3t(6 - t)\). Setting \(a = 0\) for stationary points gives \(t = 0\) or \(t = 6\). The maximum speed occurs at \(t = 6\): \(v(6) = 0.1(9(6^2) - 6^3) = 0.1(324 - 216) = 10.8\text{ m s}^{-1}\). The particle comes to instantaneous rest when \(v = 0\): \(0.1(9t^2 - t^3) = 0 \implies t = 9\). The distance travelled \(s\) from \(t = 0\) to \(t = 9\) is given by: \(s = \int_{0}^{9} 0.1(9t^2 - t^3)\,dt = 0.1 \left[ 3t^3 - 0.25t^4 \right]_{0}^{9} = 0.1 \left( 3(729) - 1640.25 \right) = 0.1(2187 - 1640.25) = 54.675\text{ m}\).

PastPaper.markingScheme

M1: Differentiate \(v(t)\) to obtain the acceleration \(a(t)\). A1: Correct acceleration expression \(a = 0.1(18t - 3t^2)\). M1: Find the value of \(t\) where \(a = 0\) and compute the maximum speed. A1: Correct maximum speed \(10.8\text{ m s}^{-1}\). M1: Integrate \(v(t)\) with respect to \(t\). A1: Correct integration \([0.3t^3 - 0.025t^4]\). A1.1: Correct distance \(54.675\text{ m}\).
PastPaper.question 4 · structured
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A car of mass \(1200\text{ kg}\) travels up a hill inclined at an angle \(\theta\) to the horizontal, where \(\sin \theta = 0.05\). The car's engine works at a constant rate of \(24\text{ kW\). There is a constant resistance to motion of \(600\text{ N}\). (i) Find the acceleration of the car at the instant when its speed is \(12\text{ m s}^{-1}\). (ii) Find the steady speed that the car can maintain up the hill if the power of the engine is increased to \(31.2\text{ kW}\) and the resistance to motion remains \(600\text{ N}\).
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The component of the weight down the slope is: \(W_{\parallel} = mg \sin \theta = 1200 \times 10 \times 0.05 = 600\text{ N}\). (i) The power of the engine is \(P = 24000\text{ W}\). At speed \(v = 12\text{ m s}^{-1}\), the driving force \(DF\) is: \(DF = P/v = 24000/12 = 2000\text{ N}\). Using Newton's second law along the slope: \(DF - R - W_{\parallel} = ma \implies 2000 - 600 - 600 = 1200 a \implies 800 = 1200 a \implies a = 2/3 \approx 0.667\text{ m s}^{-2}\). (ii) Let \(v_{\text{steady}}\) be the steady speed under the increased power \(P' = 31200\text{ W}\). At steady speed, acceleration is 0, so the driving force \(DF'\) is: \(DF' = R + W_{\parallel} = 600 + 600 = 1200\text{ N}\). Since \(DF' = P'/v_{\text{steady}}\): \(1200 = 31200/v_{\text{steady}} \implies v_{\text{steady}} = 31200/1200 = 26\text{ m s}^{-1}\).

PastPaper.markingScheme

M1: Calculate the component of weight down the slope. A1: Correct weight component \(600\text{ N}\). M1: Use \(P = DF \times v\) to find the driving force. A1: Correct acceleration \(0.667\text{ m s}^{-2}\). M1: Apply equilibrium condition for steady speed to find the required driving force. A1: Correct steady driving force of \(1200\text{ N}\). A1.1: Correct steady speed of \(26\text{ m s}^{-1}\).
PastPaper.question 5 · structured
7.1 PastPaper.marks
Two particles \(A\) and \(B\) have masses \(0.3\text{ kg}\) and \(0.5\text{ kg}\) respectively. They are moving in the same direction along a straight line on a smooth horizontal surface, with \(A\) behind \(B\). The speed of \(A\) is \(6\text{ m s}^{-1}\) and the speed of \(B\) is \(2\text{ m s}^{-1}\). The particles collide, and during the collision, the loss in kinetic energy of the system is \(0.96\text{ J}\). Find the speeds of \(A\) and \(B\) after the collision.
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PastPaper.workedSolution

Let \(v_A\) and \(v_B\) be the velocities after collision. By conservation of momentum: \(0.3 \times 6 + 0.5 \times 2 = 0.3 v_A + 0.5 v_B \implies 3 v_A + 5 v_B = 28\) (Eq 1). The initial kinetic energy is \(KE_i = 0.5 \times 0.3 \times 6^2 + 0.5 \times 0.5 \times 2^2 = 5.4 + 1.0 = 6.4\text{ J}\). The final kinetic energy is \(KE_f = 6.4 - 0.96 = 5.44\text{ J}\). So, \(0.15 v_A^2 + 0.25 v_B^2 = 5.44 \implies 3 v_A^2 + 5 v_B^2 = 108.8\) (Eq 2). Substitute \(v_A = (28 - 5 v_B)/3\) into Eq 2: \(3((28 - 5 v_B)/3)^2 + 5 v_B^2 = 108.8 \implies 40 v_B^2 - 280 v_B + 457.6 = 0 \implies 25 v_B^2 - 175 v_B + 286 = 0\). Solving the quadratic gives \(v_B = (175 \pm 45)/50\). This yields: 1) \(v_B = 4.4\text{ m s}^{-1} \implies v_A = 2\text{ m s}^{-1}\). 2) \(v_B = 2.6\text{ m s}^{-1} \implies v_A = 5\text{ m s}^{-1}\). Since \(A\) was behind \(B\) initially, we must have \(v_A \le v_B\) after collision. The second solution is physically impossible because \(5 > 2.6\). Thus, the final speeds are \(v_A = 2\text{ m s}^{-1}\) and \(v_B = 4.4\text{ m s}^{-1}\).

PastPaper.markingScheme

M1: Use conservation of momentum to obtain an equation in \(v_A\) and \(v_B\). A1: Correct equation \(3 v_A + 5 v_B = 28\). M1: Calculate initial KE and use the lost KE to write a final KE equation. A1: Correct KE equation \(3 v_A^2 + 5 v_B^2 = 108.8\). M1: Substitute and solve the resulting quadratic equation. A1: Find the two mathematical solution pairs. A1.1: Correctly reject the physically impossible solution and state the final speeds.
PastPaper.question 6 · structured
7.1 PastPaper.marks
A block of mass \(5\text{ kg}\) is pulled up a rough slope inclined at \(30^\circ\) to the horizontal by a force of magnitude \(40\text{ N}\) acting at an angle of \(15^\circ\) above the line of greatest slope. The block starts from rest and travels \(8\text{ m\) up the slope in \(4\text{ s}\). (i) Show that the acceleration of the block is \(1\text{ m s}^{-2}\). (ii) Find the coefficient of friction between the block and the slope.
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PastPaper.workedSolution

(i) Using \(s = ut + 0.5at^2\) with \(u = 0\), \(s = 8\), \(t = 4\): \(8 = 0.5 a (16) \implies 8 = 8 a \implies a = 1\text{ m s}^{-2}\). (ii) Resolving perpendicular to the slope: \(R + 40 \sin 15^\circ = 5g \cos 30^\circ \implies R = 50 \cos 30^\circ - 40 \sin 15^\circ \approx 43.301 - 10.353 = 32.948\text{ N}\). Resolving parallel to the slope: \(40 \cos 15^\circ - F - 5g \sin 30^\circ = ma \implies 40 \cos 15^\circ - F - 25 = 5 \times 1 \implies F = 40 \cos 15^\circ - 30 \approx 38.637 - 30 = 8.637\text{ N}\). Using \(F = \mu R \implies \mu = F/R = 8.637/32.948 \approx 0.262\).

PastPaper.markingScheme

B1: Show \(a = 1\text{ m s}^{-2}\) using kinematics. M1: Resolve forces perpendicular to the plane, including the component of the pulling force. A1: Correct normal reaction \(R \approx 32.95\text{ N}\). M1: Resolve forces parallel to the plane. A1: Correct frictional force \(F \approx 8.64\text{ N}\). M1: Use \(\mu = F/R\). A1.1: Correct coefficient of friction \(\mu \approx 0.262\).
PastPaper.question 7 · structured
7.1 PastPaper.marks
A train travels between two stations, \(A\) and \(B\). It starts from rest at \(A\) and accelerates uniformly at \(0.4\text{ m s}^{-2}\) for \(30\text{ s}\). It then travels at a constant speed for a period of time, and finally decelerates uniformly to rest at \(B\) at a rate of \(0.5\text{ m s}^{-2}\). The total distance between the two stations is \(2400\text{ m}\). (i) Find the constant speed of the train. (ii) Find the total time taken for the journey from \(A\) to \(B\).
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PastPaper.workedSolution

(i) During the acceleration phase, \(u = 0\), \(a = 0.4\text{ m s}^{-2}\) and \(t_1 = 30\text{ s}\). The constant speed \(V\) reached is: \(V = u + a t_1 = 0 + 0.4 \times 30 = 12\text{ m s}^{-1}\). (ii) The distance travelled during this phase is: \(s_1 = 0.5(u + V)t_1 = 0.5(0 + 12) \times 30 = 180\text{ m}\). During the deceleration phase, the train decelerates from \(12\text{ m s}^{-1}\) to \(0\) at \(0.5\text{ m s}^{-2}\). The time taken \(t_3\) is: \(t_3 = V / 0.5 = 12/0.5 = 24\text{ s}\). The distance travelled during this phase is: \(s_3 = 0.5(V + 0)t_3 = 0.5 \times 12 \times 24 = 144\text{ m}\). The distance travelled at constant speed is: \(s_2 = 2400 - s_1 - s_3 = 2400 - 180 - 144 = 2076\text{ m}\). The time taken for this phase is: \(t_2 = s_2 / V = 2076 / 12 = 173\text{ s}\). The total time taken is: \(T = t_1 + t_2 + t_3 = 30 + 173 + 24 = 227\text{ s}\).

PastPaper.markingScheme

B1: Find the constant speed \(V = 12\text{ m s}^{-1}\). M1: Calculate the distance during the acceleration phase. A1: Correct distance \(s_1 = 180\text{ m}\). M1: Calculate the time and distance during the deceleration phase. A1: Correct deceleration distance \(s_3 = 144\text{ m}\) and time \(t_3 = 24\text{ s}\). M1: Subtract to find the distance for the constant speed phase and calculate its duration. A1.1: Correct total time taken of \(227\text{ s}\).

PastPaper.section 9709/53 Probability & Statistics 1

Answer all questions.
6 PastPaper.question · 49.8 PastPaper.marks
PastPaper.question 1 · Structured
8.3 PastPaper.marks
A group of 10 students consists of 6 girls and 4 boys. (a) Find the number of different ways a committee of 5 students can be chosen if the committee must contain at least 3 girls. (b) The 10 students stand in a single straight line for a photograph. Find the number of different arrangements in which no two boys stand next to each other. (c) In another photograph, the 10 students stand in a straight line. Given that Alice and Beatrice (two of the girls) must stand together, but George and Harry (two of the boys) must not stand next to each other, find the number of different arrangements.
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PastPaper.workedSolution

(a) The committee of 5 can contain 3, 4, or 5 girls. Case 1: 3 girls and 2 boys. Number of ways = \(\binom{6}{3} \times \binom{4}{2} = 20 \times 6 = 120\). Case 2: 4 girls and 1 boy. Number of ways = \(\binom{6}{4} \times \binom{4}{1} = 15 \times 4 = 60\). Case 3: 5 girls and 0 boys. Number of ways = \(\binom{6}{5} \times \binom{4}{0} = 6 \times 1 = 6\). Total number of ways = \(120 + 60 + 6 = 186\). (b) First, arrange the 6 girls in a line, which can be done in \(6! = 720\) ways. This creates 7 spaces (including the ends) where boys can stand: _ G _ G _ G _ G _ G _ G _ . We choose 4 of these 7 spaces for the 4 boys and arrange them, which can be done in \(\binom{7}{4} \times 4! = 35 \times 24 = 840\) ways. Total number of arrangements = \(720 \times 840 = 604,800\). (c) Treat Alice and Beatrice as a single unit (AB), which can be arranged in \(2!\) ways. To arrange the remaining students such that George and Harry are not together: First, arrange the 7 units other than George and Harry: (AB), and the other 6 individual students. The number of arrangements is \(7! \times 2! = 10,080\) ways. George and Harry can then be placed in any of the 8 available spaces between and at the ends of these 7 units. The number of ways to place them is \({}^{8}\text{P}_{2} = 56\). Total number of arrangements = \(10,080 \times 56 = 564,480\).

PastPaper.markingScheme

(a) M1 for finding and summing three appropriate cases. A1 for any two cases correct. A1 for 186. (b) M1 for arranging 6 girls in \(6!\) ways. M1 for multiplying by \(\binom{7}{4} \times 4!\) (or \({}^{7}\text{P}_{4}\)). A1 for 604,800. (c) M1 for treating Alice and Beatrice as a unit to find arrangements of \(7! \times 2!\). M1 for placing George and Harry in the 8 slots: \(10,080 \times {}^{8}\text{P}_{2}\) (or using subtraction from total together). A0.3 for 564,480.
PastPaper.question 2 · Structured
8.3 PastPaper.marks
A bag contains 5 red balls, 3 blue balls, and 2 green balls. Three balls are drawn at random one by one without replacement. (a) Find the probability that the three balls drawn are all of different colours. (b) Find the probability that the third ball drawn is blue, given that the first two balls drawn are of different colours. (c) Find the probability that the number of red balls drawn is at least 1.
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PastPaper.workedSolution

(a) The total number of ways to choose 3 balls from 10 is \(\binom{10}{3} = 120\). The number of ways to choose 1 ball of each colour is \(\binom{5}{1} \times \binom{3}{1} \times \binom{2}{1} = 5 \times 3 \times 2 = 30\). Therefore, the probability is \(\frac{30}{120} = \frac{1}{4} = 0.25\). (b) Let \(D\) be the event that the first two balls are of different colours, and \(B_3\) be the event that the third ball is blue. The probability that the first two balls are of the same colour is: \(P(\text{same colour}) = P(RR) + P(BB) + P(GG) = \left(\frac{5}{10} \times \frac{4}{9}\right) + \left(\frac{3}{10} \times \frac{2}{9}\right) + \left(\frac{2}{10} \times \frac{1}{9}\right) = \frac{20 + 6 + 2}{90} = \frac{28}{90} = \frac{14}{45}\). Thus, \(P(D) = 1 - \frac{14}{45} = \frac{31}{45}\). The probability of drawing different colours for the first two and a blue third is: \(P(B_3 \cap D) = P(RB B) + P(BR B) + P(RG B) + P(GR B) + P(BG B) + P(GB B)\). Calculating this gives: \(P(RB B) = \frac{5}{10} \times \frac{3}{9} \times \frac{2}{8} = \frac{30}{720}\), \(P(BR B) = \frac{3}{10} \times \frac{5}{9} \times \frac{2}{8} = \frac{30}{720}\), \(P(RG B) = \frac{5}{10} \times \frac{2}{9} \times \frac{3}{8} = \frac{30}{720}\), \(P(GR B) = \frac{2}{10} \times \frac{5}{9} \times \frac{3}{8} = \frac{30}{720}\), \(P(BG B) = \frac{3}{10} \times \frac{2}{9} \times \frac{2}{8} = \frac{12}{720}\), \(P(GB B) = \frac{2}{10} \times \frac{3}{9} \times \frac{2}{8} = \frac{12}{720}\). Summing these gives: \(P(B_3 \cap D) = \frac{30 \times 4 + 12 \times 2}{720} = \frac{144}{720} = \frac{1}{5}\). Using conditional probability: \(P(B_3 \mid D) = \frac{P(B_3 \cap D)}{P(D)} = \frac{1/5}{31/45} = \frac{9}{31} \approx 0.290\). (c) The probability of drawing no red balls is the probability of drawing 3 balls from the 5 non-red balls (3 blue, 2 green): \(P(\text{no Red}) = \frac{\binom{5}{3}}{\binom{10}{3}} = \frac{10}{120} = \frac{1}{12}\). Thus, \(P(\text{at least 1 Red}) = 1 - P(\text{no Red}) = 1 - \frac{1}{12} = \frac{11}{12} \approx 0.917\).

PastPaper.markingScheme

(a) M1 for using combinations or multiplying probabilities with permutations. A1 for 30 ways or equivalent probability terms. A1 for 0.25. (b) M1 for finding \(P(D) = 31/45\). M1 for finding \(P(B_3 \cap D) = 1/5\). A1 for 9/31 (or 0.290). (c) M1 for finding the complement probability of no red balls. A1.3 for 11/12 (or 0.917).
PastPaper.question 3 · Structured
8.3 PastPaper.marks
A biased four-sided die has faces numbered 1, 2, 3, and 4. The probability of landing on face \(x\) is given by \(P(X = x) = k(6 - x)\) for \(x = 1, 2, 3, 4\), where \(k\) is a constant. (a) Show that \(k = \frac{1}{14}\). (b) Find the expectation \(E(X)\) and variance \(\text{Var}(X)\) of \(X\). (c) Two independent rolls of this die are made. Find the probability that the sum of the two numbers rolled is greater than 5.
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PastPaper.workedSolution

(a) The sum of the probabilities must equal 1: \(\sum_{x=1}^{4} P(X=x) = k(5) + k(4) + k(3) + k(2) = 1 \implies 14k = 1 \implies k = \frac{1}{14}\). (b) The probability distribution of \(X\) is: \(P(X=1) = \frac{5}{14}\), \(P(X=2) = \frac{4}{14}\), \(P(X=3) = \frac{3}{14}\), \(P(X=4) = \frac{2}{14}\). The expectation is: \(E(X) = 1\left(\frac{5}{14}\right) + 2\left(\frac{4}{14}\right) + 3\left(\frac{3}{14}\right) + 4\left(\frac{2}{14}\right) = \frac{30}{14} = \frac{15}{7} \approx 2.14\). The expectation of \(X^2\) is: \(E(X^2) = 1^2\left(\frac{5}{14}\right) + 2^2\left(\frac{4}{14}\right) + 3^2\left(\frac{3}{14}\right) + 4^2\left(\frac{2}{14}\right) = \frac{5 + 16 + 27 + 32}{14} = \frac{80}{14} = \frac{40}{7}\). The variance is: \(\text{Var}(X) = E(X^2) - [E(X)]^2 = \frac{40}{7} - \left(\frac{15}{7}\right)^2 = \frac{280 - 225}{49} = \frac{55}{49} \approx 1.12\). (c) Let \(X_1\) and \(X_2\) be the results of the two rolls. We want to find \(P(X_1 + X_2 > 5)\). The possible outcomes where the sum is greater than 5 are: \((2,4)\) with probability \(\frac{4}{14} \times \frac{2}{14} = \frac{8}{196}\), \((3,3)\) with probability \(\frac{3}{14} \times \frac{3}{14} = \frac{9}{196}\), \((4,2)\) with probability \(\frac{2}{14} \times \frac{4}{14} = \frac{8}{196}\), \((3,4)\) with probability \(\frac{3}{14} \times \frac{2}{14} = \frac{6}{196}\), \((4,3)\) with probability \(\frac{2}{14} \times \frac{3}{14} = \frac{6}{196}\), \((4,4)\) with probability \(\frac{2}{14} \times \frac{2}{14} = \frac{4}{196}\). Summing these probabilities: \(P(X_1 + X_2 > 5) = \frac{8 + 9 + 8 + 6 + 6 + 4}{196} = \frac{41}{196} \approx 0.209\).

PastPaper.markingScheme

(a) M1 for setting sum of probabilities to 1. A1 for showing \(k = 1/14\). (b) M1 for finding \(E(X)\). M1 for finding \(E(X^2)\). A1.3 for both \(E(X) = 15/7\) (or 2.14) and \(\text{Var}(X) = 55/49\) (or 1.12). (c) M1 for listing the correct outcomes for sum > 5. M1 for calculating their probabilities and summing. A1 for 41/196 (or 0.209).
PastPaper.question 4 · Structured
8.3 PastPaper.marks
The masses of apples in a certain orchard are normally distributed with mean \(\mu\) grams and standard deviation \(\sigma\) grams. It is found that 15% of the apples have a mass greater than 180 grams, and 25% of the apples have a mass less than 130 grams. (a) Find the value of \(\mu\) and the value of \(\sigma\). (b) A random sample of 8 apples is chosen. Find the probability that at least 2 of these apples have a mass greater than 180 grams.
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PastPaper.workedSolution

(a) Let \(X \sim N(\mu, \sigma^2)\). We are given: \(P(X > 180) = 0.15 \implies P\left(Z > \frac{180 - \mu}{\sigma}\right) = 0.15\). From normal distribution tables, the z-score corresponding to a tail probability of 0.15 is 1.036 (or 1.0364). Thus: \(\frac{180 - \mu}{\sigma} = 1.036 \implies 180 - \mu = 1.036\sigma\) [Equation 1]. We are also given: \(P(X < 130) = 0.25 \implies P\left(Z < \frac{130 - \mu}{\sigma}\right) = 0.25\). From normal distribution tables, the z-score corresponding to a left-tail probability of 0.25 is \(-0.674\) (or \(-0.6745\)). Thus: \(\frac{130 - \mu}{\sigma} = -0.674 \implies 130 - \mu = -0.674\sigma\) [Equation 2]. Subtracting Equation 2 from Equation 1 gives: \(50 = 1.710\sigma \implies \sigma \approx 29.2\). Substituting \(\sigma = 29.24\) back into Equation 1 gives: \(180 - \mu = 1.036(29.24) \implies \mu \approx 150\). (b) Let \(Y\) be the number of apples with a mass greater than 180 grams. Since 15% of the apples have a mass greater than 180 grams, we have \(Y \sim B(8, 0.15)\). We want to find: \(P(Y \ge 2) = 1 - P(Y = 0) - P(Y = 1)\). \(P(Y = 0) = (0.85)^8 \approx 0.2725\). \(P(Y = 1) = \binom{8}{1}(0.15)^1(0.85)^7 \approx 0.3847\). Thus, \(P(Y \ge 2) = 1 - 0.2725 - 0.3847 = 0.343\) (to 3 s.f.).

PastPaper.markingScheme

(a) M1 for setting up standardisation equation for either condition. A1 for correct z-values (1.036 and -0.674). M1 for solving simultaneous equations. A1 for \(\sigma = 29.2\) (accept 29.2 to 29.3). A1 for \(\mu = 150\) (accept 149.7 to 150). (b) M1 for identifying Binomial distribution \(B(8, 0.15)\). M1 for calculating \(1 - P(0) - P(1)\). A1.3 for 0.343 (accept 0.342 to 0.343).
PastPaper.question 5 · Structured
8.3 PastPaper.marks
The back-to-back stem-and-leaf diagram below shows the times, in minutes, taken by 15 competitors from Club A and 15 competitors from Club B to complete a cross-country race. ``` Club A Club B 5 3 0 | 4 | 2 5 7 9 6 5 2 1 | 5 | 0 3 3 6 8 7 4 1 0 | 6 | 1 4 5 8 5 2 1 | 7 | 2 6 9 ``` Key: \(5 | 4 | 2\) means 45 minutes for Club A and 42 minutes for Club B. (a) Find the median and interquartile range of the times for Club A. (b) Find the median and interquartile range of the times for Club B. (c) Make two comparisons between the times of competitors from Club A and Club B.
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PastPaper.workedSolution

(a) Listing the times for Club A in ascending order: 40, 43, 45, 51, 52, 55, 56, 59, 60, 61, 64, 67, 71, 72, 75. Since \(n = 15\), the median is the 8th value: 59 minutes. The lower quartile \(Q_1\) is the 4th value: 51 minutes. The upper quartile \(Q_3\) is the 12th value: 67 minutes. The interquartile range (IQR) = \(67 - 51 = 16\) minutes. (b) Listing the times for Club B in ascending order: 42, 45, 47, 50, 53, 53, 56, 58, 61, 64, 65, 68, 72, 76, 79. Since \(n = 15\), the median is the 8th value: 58 minutes. The lower quartile \(Q_1\) is the 4th value: 50 minutes. The upper quartile \(Q_3\) is the 12th value: 68 minutes. The interquartile range (IQR) = \(68 - 50 = 18\) minutes. (c) Comparison 1: The median time for Club B (58 minutes) is less than that for Club A (59 minutes), indicating that competitors from Club B were generally faster. Comparison 2: The IQR for Club A (16 minutes) is less than that for Club B (18 minutes), indicating that the times of competitors from Club A were more consistent (less varied).

PastPaper.markingScheme

(a) M1 for listing values or identifying median position for A. A1 for Median = 59. A1.3 for IQR = 16 (from \(67 - 51\)). (b) M1 for listing values or identifying median position for B. A1 for Median = 58. A1 for IQR = 18 (from \(68 - 50\)). (c) B1 for a valid comparison of medians in context. B1 for a valid comparison of IQRs in context.
PastPaper.question 6 · Structured
8.3 PastPaper.marks
For two events \(A\) and \(B\), it is given that \(P(A) = 0.6\), \(P(B \mid A) = 0.35\), and \(P(B \mid A') = 0.5\). (a) Find \(P(B)\). (b) Find \(P(A \cup B)\). (c) Determine, with a reason, whether events \(A\) and \(B\) are independent. (d) Find \(P(A' \mid B')\).
PastPaper.showAnswers

PastPaper.workedSolution

(a) By the law of total probability: \(P(B) = P(B \cap A) + P(B \cap A')\). We are given: \(P(B \cap A) = P(A) \times P(B \mid A) = 0.6 \times 0.35 = 0.21\). Since \(P(A') = 1 - P(A) = 1 - 0.6 = 0.4\), we have: \(P(B \cap A') = P(A') \times P(B \mid A') = 0.4 \times 0.5 = 0.2\). Therefore: \(P(B) = 0.21 + 0.2 = 0.41\). (b) The probability of the union is: \(P(A \cup B) = P(A) + P(B) - P(A \cap B) = 0.6 + 0.41 - 0.21 = 0.8\). (c) If \(A\) and \(B\) were independent, then \(P(B \mid A) = P(B)\). Here, \(P(B \mid A) = 0.35\) and \(P(B) = 0.41\). Since \(0.35 \neq 0.41\), the events \(A\) and \(B\) are not independent. (Alternatively, \(P(A \cap B) = 0.21\) while \(P(A) \times P(B) = 0.6 \times 0.41 = 0.246 \neq 0.21\).) (d) By definition: \(P(A' \mid B') = \frac{P(A' \cap B')}{P(B')}\). We know that: \(P(A' \cap B') = P((A \cup B)') = 1 - P(A \cup B) = 1 - 0.8 = 0.2\). Also: \(P(B') = 1 - P(B) = 1 - 0.41 = 0.59\). Therefore: \(P(A' \mid B') = \frac{0.2}{0.59} = \frac{20}{59} \approx 0.339\).

PastPaper.markingScheme

(a) M1 for finding either \(P(B \cap A) = 0.21\) or \(P(B \cap A') = 0.2\). M1 for summing the two. A0.3 for 0.41. (b) M1 for applying the formula \(P(A \cup B) = P(A) + P(B) - P(A \cap B)\). A1 for 0.8. (c) M1 for checking the condition of independence (e.g., comparing \(P(B \mid A)\) to \(P(B)\)). A1 for correct conclusion with clear explanation. (d) M1 for using the formula \(P(A' \mid B') = \frac{P(A' \cap B')}{P(B')}\). A1 for 20/59 (or 0.339).

PastPaper.section 9709/63 Probability & Statistics 2

Answer all questions. You should use a calculator where appropriate.
7 PastPaper.question · 49.7 PastPaper.marks
PastPaper.question 1 · Structured
7.1 PastPaper.marks
A continuous random variable \(X\) has probability density function given by

\[ f(x) = \begin{cases} k(x^2 - x^3) & 0 \le x \le 1 \\ 0 & \text{otherwise} \end{cases} \]

(i) Show that \(k = 12\).

(ii) Find the expectation \(\text{E}(X)\).

(iii) Find the probability \(\text{P}(X > 0.5)\).
PastPaper.showAnswers

PastPaper.workedSolution

(i) To find \(k\), we use the property that the total area under the probability density function is 1:
\[ \int_0^1 k(x^2 - x^3) \, dx = 1 \]
\[ k \left[ \frac{x^3}{3} - \frac{x^4}{4} \right]_0^1 = 1 \]
\[ k \left( \frac{1}{3} - \frac{1}{4} \right) = 1 \]
\[ k \left( \frac{1}{12} \right) = 1 \implies k = 12. \]

(ii) The expectation \(\text{E}(X)\) is given by:
\[ \text{E}(X) = \int_0^1 x f(x) \, dx = 12 \int_0^1 (x^3 - x^4) \, dx \]
\[ \text{E}(X) = 12 \left[ \frac{x^4}{4} - \frac{x^5}{5} \right]_0^1 = 12 \left( \frac{1}{4} - \frac{1}{5} \right) = 12 \left( \frac{1}{20} \right) = \frac{3}{5} = 0.6. \]

(iii) The probability \(\text{P}(X > 0.5)\) is:
\[ \text{P}(X > 0.5) = 12 \int_{0.5}^1 (x^2 - x^3) \, dx = 12 \left[ \frac{x^3}{3} - \frac{x^4}{4} \right]_{0.5}^1 \]
\[ = 12 \left[ \left( \frac{1}{12} \right) - \left( \frac{(0.5)^3}{3} - \frac{(0.5)^4}{4} \right) \right] \]
\[ = 12 \left[ \frac{1}{12} - \left( \frac{1}{24} - \frac{1}{64} \right) \right] = 12 \left[ \frac{1}{12} - \frac{5}{192} \right] = 12 \left[ \frac{16 - 5}{192} \right] = 12 \times \frac{11}{192} = \frac{11}{16} = 0.6875. \]

PastPaper.markingScheme

(i)
M1: Integrate \(k(x^2 - x^3)\) over the interval \([0, 1]\) and set equal to 1.
A1: Correct integration and showing \(k = 12\) convincingly.

(ii)
M1: Use \(\int x f(x) \, dx\) to find the expectation with limits 0 and 1.
A1: Correct integration and final answer of 0.6 (or \(\frac{3}{5}\)).

(iii)
M1: Integrate \(12(x^2 - x^3)\) from 0.5 to 1 (or find \(1 - \text{P}(X \le 0.5)\)).
A1: Correct substitution of limits.
A1: Correct final probability of 0.6875 (or \(\frac{11}{16}\)).
PastPaper.question 2 · Structured
7.1 PastPaper.marks
Occurrences of errors in a computer program code happen randomly and at a constant average rate of 1.2 per 100 lines of code.

(i) Find the probability that a randomly chosen 250-line section of code has exactly 4 errors.

(ii) Use a suitable approximating distribution to find the probability that a randomly chosen 5000-line section of code has fewer than 52 errors.
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PastPaper.workedSolution

(i) Let \(X\) be the number of errors in a 250-line section of code. The mean rate is:
\[ \lambda = 1.2 \times \frac{250}{100} = 3.0 \]
Using the Poisson distribution \(X \sim \text{Po}(3)\):
\[ \text{P}(X = 4) = \frac{e^{-3} 3^4}{4!} = \frac{81 e^{-3}}{24} \approx 0.1680 \text{ (3 s.f.)} \]

(ii) Let \(Y\) be the number of errors in a 5000-line section of code. The mean rate is:
\[ \lambda = 1.2 \times \frac{5000}{100} = 60 \]
Since \(\lambda > 15\), we can approximate the Poisson distribution \(Y \sim \text{Po}(60)\) with a normal distribution:
\[ Y \approx W \sim \text{N}(60, 60) \]
We want to find \(\text{P}(Y < 52) = \text{P}(Y \le 51)\). Applying a continuity correction:
\[ \text{P}(Y \le 51) \approx \text{P}(W < 51.5) \]
Standardising:
\[ Z = \frac{51.5 - 60}{\sqrt{60}} = \frac{-8.5}{7.746} \approx -1.097 \]
\[ \text{P}(W < 51.5) = \Phi(-1.097) = 1 - \Phi(1.097) = 1 - 0.8637 = 0.1363 \approx 0.136 \text{ (3 s.f.)} \]

PastPaper.markingScheme

(i)
M1: Calculate the mean rate \(\lambda = 3.0\) for 250 lines.
M1: Use Poisson formula with \(\lambda = 3\) and \(x = 4\).
A1: Correct probability 0.168 (or 0.1680).

(ii)
B1: State normal approximation \(\text{N}(60, 60)\).
M1: Apply continuity correction to get \(\text{P}(Y \le 51) \to \text{P}(W < 51.5)\).
M1: Standardise with their mean and standard deviation.
A1: Correct final probability 0.136 (or 0.1363).
PastPaper.question 3 · Structured
7.1 PastPaper.marks
The masses, \(X\) grams, of large chocolate bars are normally distributed with mean 202 and standard deviation 3. The masses, \(Y\) grams, of small chocolate bars are normally distributed with mean 51 and standard deviation 1.5. All chocolate bars are chosen independently.

(i) Find the probability that the total mass of 4 randomly chosen small bars is greater than the mass of 1 randomly chosen large bar.

(ii) Find the probability that a randomly chosen large bar has a mass which is more than four times the mass of a randomly chosen small bar.
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PastPaper.workedSolution

(i) Let \(W = Y_1 + Y_2 + Y_3 + Y_4 - X\). We want to find \(\text{P}(W > 0)\).
Since the bars are independent and normally distributed:
\[ \text{E}(W) = 4 \text{E}(Y) - \text{E}(X) = 4(51) - 202 = 204 - 202 = 2 \]
\[ \text{Var}(W) = 4 \text{Var}(Y) + \text{Var}(X) = 4(1.5^2) + 3^2 = 4(2.25) + 9 = 9 + 9 = 18 \]
Thus \(W \sim \text{N}(2, 18)\).
\[ \text{P}(W > 0) = \text{P}\left(Z > \frac{0 - 2}{\sqrt{18}}\right) = \text{P}(Z > -0.4714) \]
\[ = \Phi(0.4714) \approx 0.681 \text{ (3 s.f.)} \]

(ii) Let \(V = X - 4Y\). We want to find \(\text{P}(V > 0)\).
\[ \text{E}(V) = \text{E}(X) - 4\text{E}(Y) = 202 - 4(51) = -2 \]
\[ \text{Var}(V) = \text{Var}(X) + 16\text{Var}(Y) = 3^2 + 16(1.5^2) = 9 + 16(2.25) = 9 + 36 = 45 \]
Thus \(V \sim \text{N}(-2, 45)\).
\[ \text{P}(V > 0) = \text{P}\left(Z > \frac{0 - (-2)}{\sqrt{45}}\right) = \text{P}\left(Z > \frac{2}{6.708}\right) = \text{P}(Z > 0.2981) \]
\[ = 1 - \Phi(0.2981) = 1 - 0.6172 = 0.3828 \approx 0.383 \text{ (3 s.f.)} \]

PastPaper.markingScheme

(i)
M1: Find the mean of \(W\), i.e., \(4 \times 51 - 202 = 2\).
M1: Find the variance of \(W\), i.e., \(4 \times 1.5^2 + 3^2 = 18\).
M1: Standardise and find the probability.
A1: Correct probability 0.681.

(ii)
M1: Find the mean of \(V\), i.e., \(202 - 4 \times 51 = -2\) and the variance of \(V\), i.e., \(3^2 + 16 \times 1.5^2 = 45\).
M1: Standardise and find the correct tail probability.
A1: Correct probability 0.383.
PastPaper.question 4 · Structured
7.1 PastPaper.marks
A sample of 120 students from a large college was chosen, and the time, \(t\) minutes, they spent studying on a particular evening was recorded. The results are summarised by:

\[ \sum t = 9840, \quad \sum t^2 = 824600 \]

(i) Calculate unbiased estimates of the population mean and variance of the time spent studying by students at the college.

(ii) Calculate a 95% confidence interval for the population mean time spent studying.

(iii) Explain, in this context, what is meant by 'a 95% confidence interval'.
PastPaper.showAnswers

PastPaper.workedSolution

(i) Unbiased estimate of the population mean, \(\bar{t}\):
\[ \bar{t} = \frac{\sum t}{n} = \frac{9840}{120} = 82 \text{ minutes} \]
Unbiased estimate of the population variance, \(s^2\):
\[ s^2 = \frac{1}{n-1} \left( \sum t^2 - \frac{(\sum t)^2}{n} \right) = \frac{1}{119} \left( 824600 - \frac{9840^2}{120} \right) \]
\[ s^2 = \frac{1}{119} (824600 - 806880) = \frac{17720}{119} \approx 148.908 \approx 149 \text{ (3 s.f.)} \]

(ii) For a 95% confidence interval, the critical value is \(z = 1.960\).
The confidence interval is given by:
\[ \bar{t} \pm z \times \frac{s}{\sqrt{n}} = \bar{t} \pm 1.960 \times \sqrt{\frac{148.908}{120}} \]
\[ = 82 \pm 1.960 \times \sqrt{1.2409} = 82 \pm 1.960 \times 1.114 = 82 \pm 2.183 \]
This gives the interval \((82 - 2.183, 82 + 2.183) = (79.817, 84.183)\).
To 3 s.f., the confidence interval is \((79.8, 84.2)\).

(iii) It means that if we took many samples of size 120 and constructed a 95% confidence interval from each, we would expect 95% of these intervals to contain the true population mean studying time of students at the college.

PastPaper.markingScheme

(i)
B1: Unbiased estimate of mean = 82.
M1: Use unbiased variance formula with divisor \(n-1\).
A1: Unbiased estimate of variance = 149 (or 148.9).

(ii)
B1: Use \(z = 1.96\).
M1: Correctly apply formula \(\bar{t} \pm z \sqrt{\frac{s^2}{n}}\) with their values.
A1: Correct interval \((79.8, 84.2)\).

(iii)
B1: Correct explanation mentioning replication of samples and the proportion (95%) containing the true mean.
PastPaper.question 5 · Structured
7.1 PastPaper.marks
A manufacturer claims that the proportion of defective microchips produced in their factory is 0.08. A quality control manager suspects that the proportion of defective microchips is actually greater than 0.08. To test this claim at the 5% significance level, a random sample of 50 microchips is selected and 7 are found to be defective.

(i) State suitable null and alternative hypotheses.

(ii) Carry out the hypothesis test.

(iii) State the type of error that might have been made in this test.
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PastPaper.workedSolution

(i) Let \(p\) be the proportion of defective microchips in the population.
\[ \text{H}_0: p = 0.08 \]
\[ \text{H}_1: p > 0.08 \]

(ii) Under the null hypothesis \(\text{H}_0\), the number of defective microchips \(X\) follows a binomial distribution:
\[ X \sim \text{B}(50, 0.08) \]
We want to find the probability of getting at least 7 defective microchips, i.e., \(\text{P}(X \ge 7)\):
\[ \text{P}(X \ge 7) = 1 - \text{P}(X \le 6) \]
\[ \text{P}(X \le 6) = \sum_{k=0}^{6} \binom{50}{k} (0.08)^k (0.92)^{50-k} \]
Calculating individual probabilities:
- \(\text{P}(X=0) = (0.92)^{50} \approx 0.0155\)
- \(\text{P}(X=1) = 50(0.08)(0.92)^{49} \approx 0.0673\)
- \(\text{P}(X=2) = \binom{50}{2}(0.08)^2(0.92)^{48} \approx 0.1434\)
- \(\text{P}(X=3) = \binom{50}{3}(0.08)^3(0.92)^{47} \approx 0.1981\)
- \(\text{P}(X=4) = \binom{50}{4}(0.08)^4(0.92)^{46} \approx 0.2024\)
- \(\text{P}(X=5) = \binom{50}{5}(0.08)^5(0.92)^{45} \approx 0.1620\)
- \(\text{P}(X=6) = \binom{50}{6}(0.08)^6(0.92)^{44} \approx 0.1013\)

\[ \text{P}(X \le 6) \approx 0.0155 + 0.0673 + 0.1434 + 0.1981 + 0.2024 + 0.1620 + 0.1013 = 0.8900 \]
\[ \text{P}(X \ge 7) = 1 - 0.8900 = 0.1100 \]
Since the \(p\)-value \(0.1100 > 0.05\) (the 5% significance level), we fail to reject \(\text{H}_0\).
There is insufficient evidence at the 5% level to support the manager's claim that the proportion of defective microchips is greater than 0.08.

(iii) Since we failed to reject \(\text{H}_0\), a Type II error (failing to reject \(\text{H}_0\) when it is false) might have been made.

PastPaper.markingScheme

(i)
B1: State both hypotheses correctly with \(p\).

(ii)
M1: State Binomial distribution with \(n=50\), \(p=0.08\).
M1: Attempt to find \(\text{P}(X \ge 7)\) or \(\text{P}(X \le 6)\).
A1: Calculate \(\text{P}(X \le 6) = 0.8900\) or \(\text{P}(X \ge 7) = 0.1100\).
M1: Compare their probability with 0.05.
A1: Correct conclusion in context (do not reject \(\text{H}_0\)).

(iii)
B1: Correctly state Type II error.
PastPaper.question 6 · Structured
7.1 PastPaper.marks
The heights of a certain species of plant are normally distributed with a mean of 14.2 cm and a standard deviation of 2.1 cm. A biologist believes that a new organic fertilizer will increase the mean height of these plants. A random sample of 16 plants is grown using the new fertilizer, and their mean height is found to be 15.3 cm.

Test at the 5% significance level whether the fertilizer has increased the mean height of the plants, stating your hypotheses clearly.
PastPaper.showAnswers

PastPaper.workedSolution

Let \(\mu\) be the population mean height of plants grown with the new fertilizer.
We set up the hypotheses:
\[ \text{H}_0: \mu = 14.2 \]
\[ \text{H}_1: \mu > 14.2 \]

Under \(\text{H}_0\), the sample mean height \(\bar{X}\) of a sample of size \(n = 16\) has distribution:
\[ \bar{X} \sim \text{N}\left(14.2, \frac{2.1^2}{16}\right) \implies \bar{X} \sim \text{N}(14.2, 0.2756) \]

The standard error of the mean is:
\[ \text{SE} = \frac{2.1}{\sqrt{16}} = 0.525 \]

Now we calculate the test statistic \(z\):
\[ z = \frac{\bar{x} - \mu}{\text{SE}} = \frac{15.3 - 14.2}{0.525} = \frac{1.1}{0.525} \approx 2.095 \]

Since this is a one-tailed test at the 5% significance level, the critical value is:
\[ z_{\text{crit}} = 1.645 \]

Comparing the test statistic to the critical value:
\[ 2.095 > 1.645 \]

Alternatively, we can find the \(p\)-value:
\[ p\text{-value} = \text{P}(Z > 2.095) = 1 - \Phi(2.095) = 1 - 0.9819 = 0.0181 < 0.05 \]

Since our test statistic is in the critical region (or \(p < 0.05\)), we reject the null hypothesis \(\text{H}_0\).
There is significant evidence at the 5% significance level to suggest that the fertilizer has increased the mean height of the plants.

PastPaper.markingScheme

B1: Correct null and alternative hypotheses with \(\mu\).
B1: State the correct standard error of the mean, 0.525.
M1: Use formula for standardising the sample mean.
A1: Correct test statistic \(z = 2.095\) (or 2.10).
B1: Correct critical value \(z = 1.645\) (or comparison of \(p\)-value with 0.05).
M1: Compare test statistic with critical value (or compare \(p\)-value with 0.05).
A1.1: Correct decision to reject \(\text{H}_0\) and state the conclusion in context.
PastPaper.question 7 · Structured
7.1 PastPaper.marks
The number of goals scored by a hockey team in a match can be modeled by a Poisson distribution with mean 1.8. Following a change of coach, the team scores 5 goals in a match.

(i) Test, at the 10% significance level, whether there is evidence of an increase in the mean number of goals scored per match. State your hypotheses clearly.

(ii) Find the critical region for this test.
PastPaper.showAnswers

PastPaper.workedSolution

(i) Let \(\lambda\) be the mean number of goals scored per match under the new coach.
We set up the hypotheses:
\[ \text{H}_0: \lambda = 1.8 \]
\[ \text{H}_1: \lambda > 1.8 \]

Under \(\text{H}_0\), the number of goals scored \(X \sim \text{Po}(1.8)\).
To test at the 10% significance level, we calculate the probability of getting 5 or more goals:
\[ \text{P}(X \ge 5) = 1 - \text{P}(X \le 4) \]
\[ \text{P}(X \le 4) = e^{-1.8} \left( 1 + 1.8 + \frac{1.8^2}{2} + \frac{1.8^3}{6} + \frac{1.8^4}{24} \right) \]
\[ = e^{-1.8} (1 + 1.8 + 1.62 + 0.972 + 0.4374) = e^{-1.8} (5.8294) \]
\[ \approx 0.1653 \times 5.8294 \approx 0.9636 \]

Thus:
\[ \text{P}(X \ge 5) = 1 - 0.9636 = 0.0364 \]

Since \(0.0364 < 0.10\), the result is significant at the 10% level.
We reject \(\text{H}_0\). There is sufficient evidence to suggest that the mean number of goals scored per match has increased.

(ii) The critical region consists of values of \(X\) for which the probability under \(\text{H}_0\) is less than or equal to 0.10.
Let's test other values of \(X\):
\[ \text{P}(X \ge 4) = 1 - \text{P}(X \le 3) = 1 - e^{-1.8} (1 + 1.8 + 1.62 + 0.972) = 1 - e^{-1.8} (5.392) \]
\[ = 1 - 0.8913 = 0.1087 \]

Since \(\text{P}(X \ge 4) = 0.1087 > 0.10\), the value 4 is not in the critical region.
Since \(\text{P}(X \ge 5) = 0.0364 \le 0.10\), the critical region is \(X \ge 5\).

PastPaper.markingScheme

(i)
B1: State correct hypotheses with \(\lambda\).
M1: Attempt to find \(\text{P}(X \ge 5)\) or \(\text{P}(X \le 4)\) using Poisson formula with \(\lambda = 1.8\).
A1: Correct value for \(\text{P}(X \le 4) = 0.9636\) or \(\text{P}(X \ge 5) = 0.0364\).
M1: Compare their probability with 0.10.
A1: Correctly reject \(\text{H}_0\) and state conclusion in context.

(ii)
M1: Evaluate \(\text{P}(X \ge 4)\) to determine if 4 is in the critical region.
A1.1: Conclude that the critical region is \(X \ge 5\).

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