STEP-BY-STEP SOLUTIONS TO 2025 WAEC MATHEMATICS THEORY QUESTIONS

Solutions: Mathematics Examination Paper 2
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Complete Solutions for Mathematics Examination Paper 2

SECTION A [40 marks]


Question 1

Given that \( \mu = \{ x : 1 < x < 20,\; x \in \mathbb{Z} \} \),
\( P = \{ x : x \text{ is a multiple of } 3 \} \),
\( Q = \{ x : x \text{ is a prime number} \} \),
where \( P \) and \( Q \) are subsets of \( \mu \). Find:

  1. \( P' \cap Q' \)
  2. \( P' \cup Q \)
  3. \( (P \cup Q)' \)

Solution to Question 1

First, we list the elements of the universal set and the subsets P and Q.

Universal set \( \mu = \{2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19\} \)

Set P (multiples of 3): \( P = \{3, 6, 9, 12, 15, 18\} \)

Set Q (prime numbers): \( Q = \{2, 3, 5, 7, 11, 13, 17, 19\} \)

  1. Find \( P' \cap Q' \)
    Using De Morgan's Law, we know that \( P' \cap Q' = (P \cup Q)' \).
    First, find the union of P and Q: \[ P \cup Q = \{2, 3, 5, 6, 7, 9, 11, 12, 13, 15, 17, 18, 19\} \] Now, find the complement, which are the elements in \( \mu \) but not in \( P \cup Q \).

    \( P' \cap Q' = (P \cup Q)' = \{4, 8, 10, 14, 16\} \)

  2. Find \( P' \cup Q \)
    First, find \( P' \) (elements in \( \mu \) but not in P): \[ P' = \{2, 4, 5, 7, 8, 10, 11, 13, 14, 16, 17, 19\} \] Now, find the union of \( P' \) and \( Q \): \[ P' \cup Q = \{2, 4, 5, 7, 8, 10, 11, 13, 14, 16, 17, 19\} \cup \{2, 3, 5, 7, 11, 13, 17, 19\} \]

    \( P' \cup Q = \{2, 3, 4, 5, 7, 8, 10, 11, 13, 14, 16, 17, 19\} \)

  3. Find \( (P \cup Q)' \)
    This is identical to part (a).

    \( (P \cup Q)' = \{4, 8, 10, 14, 16\} \)


Question 2

The product of the ages of Adu and Tanko is 9 less than Akorfu's age. If Tanko is 4 years older than Adu and Akorfu's age is six times Tanko's age, find Akorfu's age.

Solution to Question 2

Let Adu's age be \( A \), Tanko's age be \( T \), and Akorfu's age be \( K \).

From the problem statement, we can form three equations:

  1. \( A \times T = K - 9 \)
  2. \( T = A + 4 \implies A = T - 4 \)
  3. \( K = 6T \)

Substitute equation (3) into equation (1):

\[ A \times T = (6T) - 9 \]

Now substitute \( A = T - 4 \) into this new equation:

\[ (T - 4)T = 6T - 9 \] \[ T^2 - 4T = 6T - 9 \]

Rearrange into a standard quadratic equation:

\[ T^2 - 10T + 9 = 0 \]

Factor the quadratic equation:

\[ (T - 9)(T - 1) = 0 \]

The possible values for Tanko's age are \( T = 9 \) or \( T = 1 \).
If \( T = 1 \), then Adu's age \( A = 1 - 4 = -3 \). Since age cannot be negative, this solution is not valid.
If \( T = 9 \), then Adu's age \( A = 9 - 4 = 5 \). This is a valid solution.

Using Tanko's age \( T = 9 \), we find Akorfu's age from equation (3):

\[ K = 6T = 6 \times 9 = 54 \]

Akorfu's age is 54 years.


Question 3

A company installs solar panels and the monthly savings on electricity (\$) is modelled by: \( S = 200 + 50x - 2x^2 \), where \( x \) is the number of months after installation.

  1. At what time will the savings stop increasing?
  2. Find the maximum savings.

Solution to Question 3

The savings model \( S = -2x^2 + 50x + 200 \) is a quadratic function. Since the coefficient of \(x^2\) is negative (-2), the graph is a downward-opening parabola. The maximum value occurs at the vertex.

  1. Time when savings stop increasing
    This corresponds to the x-coordinate of the vertex. The formula for the x-coordinate of the vertex of a parabola \(ax^2+bx+c\) is \( x = -\frac{b}{2a} \).

    In this model, \( a = -2 \) and \( b = 50 \).

    \[ x = -\frac{50}{2(-2)} = -\frac{50}{-4} = 12.5 \]

    The savings will stop increasing after 12.5 months.

  2. Maximum savings
    To find the maximum savings, substitute the value of \( x = 12.5 \) back into the savings equation: \[ S_{max} = 200 + 50(12.5) - 2(12.5)^2 \] \[ S_{max} = 200 + 625 - 2(156.25) \] \[ S_{max} = 825 - 312.5 = 512.5 \]

    The maximum possible savings are $512.50.


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Question 4

(Diagram: right-angled triangle with observer at O and tower TR)
|OR| = 84 m; angle of elevation of T from O is 37°.

  1. Calculate, correct to three significant figures, the height of the tower.
  2. The observer at O moved away from the tower until the angle of elevation of T became 49°. Find, correct to two decimal places, how far the observer moved backwards.

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Solution to Question 4

  1. Calculate the height of the tower.
    Let the height of the tower be \(h = |TR|\). We have a right-angled triangle OTR.

    Given: Adjacent side \(|OR| = 84\) m, Angle of elevation \( \angle TOR = 37^\circ \).

    Using the tangent function: \( \tan(\theta) = \frac{\text{Opposite}}{\text{Adjacent}} \)

    \[ \tan(37^\circ) = \frac{h}{84} \] \[ h = 84 \times \tan(37^\circ) \] \[ h \approx 84 \times 0.75355 \approx 63.2982 \, \text{m} \]

    Correct to three significant figures, the height of the tower is 63.3 m.

  2. How far the observer moved.

    Note: There is a logical inconsistency in the question. When an observer moves away from a tower, the angle of elevation should decrease. The question states the angle increased from 37° to 49°. This would only happen if the observer moved closer to the tower. We will solve the problem as stated, assuming the observer moved to a new point O' where the angle is 49°.

    Let the new distance from the tower be \(d' = |O'R|\). The height \(h\) remains 63.2982 m.

    \[ \tan(49^\circ) = \frac{h}{d'} \] \[ d' = \frac{63.2982}{\tan(49^\circ)} \approx \frac{63.2982}{1.15037} \approx 55.024 \, \text{m} \] This new distance is shorter, confirming the observer moved closer.

    Distance moved = \(|OR| - |O'R| = 84 - 55.024 = 28.976 \, \text{m}\).

    The observer moved 28.98 m closer (forwards).


Question 5

The scores obtained by 9 applicants in ascending order:
\[ (3x + 2),\; 22,\; (4x - 2),\; 23,\; 25,\; (5x - 4),\; 29,\; 29,\; (x^2 - 7) \]

  1. Given that the range is 9, find:
    1. Value of \( x \)
    2. Mean mark of the applicants
  2. If the four highest scores were selected, determine the pass mark.

Solution to Question 5

  1. Given the range is 9:
    1. Value of \( x \)
      The range is the difference between the highest and lowest scores. \[ \text{Highest Score} - \text{Lowest Score} = \text{Range} \] \[ (x^2 - 7) - (3x + 2) = 9 \] \[ x^2 - 3x - 9 = 9 \] \[ x^2 - 3x - 18 = 0 \] We factor the quadratic equation: \[ (x - 6)(x + 3) = 0 \] The possible values for \(x\) are 6 and -3. We must check which value preserves the ascending order of the scores.
      • Test \( x = -3 \): The first score is \(3(-3) + 2 = -7\). The third score is \(4(-3) - 2 = -14\). Since \(-14 < -7\), this violates the ascending order. So, \(x \neq -3\).
      • Test \( x = 6 \): The scores become: \(3(6)+2 = 20\)
        \(4(6)-2 = 22\)
        \(5(6)-4 = 26\)
        \(6^2-7 = 29\)
        The list is: 20, 22, 22, 23, 25, 26, 29, 29, 29. This is a valid ascending order.

      The value of \( x \) is 6.

    2. Mean mark of the applicants
      The final list of scores is: 20, 22, 22, 23, 25, 26, 29, 29, 29. \[ \text{Sum of scores} = 20+22+22+23+25+26+29+29+29 = 225 \] \[ \text{Number of applicants} = 9 \] \[ \text{Mean} = \frac{\text{Sum of scores}}{\text{Number of applicants}} = \frac{225}{9} = 25 \]

      The mean mark is 25.

  2. Determine the pass mark.
    If the four highest scores were selected, we look at the ordered list: 20, 22, 22, 23, 25, 26, 29, 29, 29. The four highest scores are 26, 29, 29, and 29. The minimum score required to be in this group is 26.

    The pass mark is 26.


SECTION B [60 marks]


Question 6

Electricity charges: first 30 units at \$1/unit; next 30 units at \$7/unit; each additional unit at \$5.

  1. If Amaka used 420 units in January, calculate the amount paid.
  2. If Amaka paid \$2,740 in February, find the number of units consumed.
  3. Find, correct to two decimal places, the percentage change in units consumed between January and February.

Solution to Question 6

  1. Calculate the amount for 420 units.
    We break down the cost by tiers:
    • Cost of first 30 units = \( 30 \times \$1 = \$30 \)
    • Cost of next 30 units = \( 30 \times \$7 = \$210 \)
    • Units remaining = \( 420 - (30+30) = 360 \) units
    • Cost of additional units = \( 360 \times \$5 = \$1800 \)
    Total amount = \( \$30 + \$210 + \$1800 \)

    The amount paid in January was $2,040.

  2. Find units consumed for $2,740.
    First, subtract the cost of the initial tiers:
    • Cost of first 60 units = \( \$30 + \$210 = \$240 \).
    • Amount paid for additional units = \( \$2,740 - \$240 = \$2,500 \).
    Now, find the number of additional units:
    • Number of additional units = \( \frac{\$2500}{\$5/\text{unit}} = 500 \) units.
    Total units consumed = 60 units (initial tiers) + 500 units (additional) = 560 units.

    Amaka consumed 560 units in February.

  3. Percentage change in units consumed.
    • January units (Old) = 420
    • February units (New) = 560
    • Change in units = \( 560 - 420 = 140 \) (This is an increase).
    \[ \text{Percentage change} = \frac{\text{Change}}{\text{Original}} \times 100\% \] \[ \text{Percentage change} = \frac{140}{420} \times 100\% = \frac{1}{3} \times 100\% \approx 33.333...\% \]

    The percentage change was a 33.33% increase.


Question 7

Yaro drove from Gaja to Banga. After 2 hours, he had covered 80 km. At that speed he’d be 15 min late. By increasing speed by 10 km/h, he would arrive 36 min early. Find the distance from Gaja to Banga.

Solution to Question 7

Let \(D\) be the total distance (km), \(S\) be the initial speed (km/h), and \(T_{sch}\) be the scheduled time (hours).

Step 1: Find the initial speed.

Yaro covered 80 km in 2 hours, so his initial speed is: \[ S = \frac{\text{Distance}}{\text{Time}} = \frac{80 \text{ km}}{2 \text{ hr}} = 40 \text{ km/h} \] Generated code

Step 2: Set up equations based on the two scenarios.

Scenario 1: Continuing at 40 km/h.

The total time taken would be \( T_1 = \frac{D}{40} \). He would be 15 mins (0.25 hours) late. \[ \frac{D}{40} = T_{sch} + 0.25 \quad \text{(Equation 1)} \]

Scenario 2: Increasing speed after the first 2 hours.

The new speed is \( S_{new} = 40 + 10 = 50 \) km/h. The time for the first 80 km is 2 hours. The distance remaining is \( D - 80 \) km. The time for the rest of the journey is \( \frac{D-80}{50} \) hours. The total time taken is \( T_2 = 2 + \frac{D-80}{50} \). He would be 36 mins (0.6 hours) early. \[ 2 + \frac{D-80}{50} = T_{sch} - 0.6 \quad \text{(Equation 2)} \]

Step 3: Solve the system of equations.

From Equation 1, isolate \(T_{sch}\): \( T_{sch} = \frac{D}{40} - 0.25 \). Substitute this into Equation 2: \[ 2 + \frac{D-80}{50} = \left(\frac{D}{40} - 0.25\right) - 0.6 \] \[ 2 + \frac{D-80}{50} = \frac{D}{40} - 0.85 \] To eliminate fractions, multiply the entire equation by 200 (the LCM of 50 and 40): \[ 200(2) + 200\left(\frac{D-80}{50}\right) = 200\left(\frac{D}{40}\right) - 200(0.85) \] \[ 400 + 4(D - 80) = 5D - 170 \] \[ 400 + 4D - 320 = 5D - 170 \] \[ 80 + 4D = 5D - 170 \] \[ 5D - 4D = 80 + 170 \] \[ D = 250 \]

The distance from Gaja to Banga is 250 km.


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Question 8

  1. Using ruler and compasses only, construct:
    1. Quadrilateral \( PQRS \): |PQ| = 8.5 cm, |QR| = 7.5 cm, ∠QPS = 60°, ∠PQR = 105°, S on locus \( L_1 \) (equidistant from PQ and QR)
    2. Locus \( L_2 \): points equidistant from P and Q
    3. Point K: intersection of \( L_1 \) and \( L_2 \)
  2. Measure |KS|
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Solution to Question 8

This question requires geometric construction. The solution below describes the steps to be performed on paper.

  1. Construction Steps:
    1. Constructing Quadrilateral PQRS:
      1. Draw a horizontal line segment |PQ| = 8.5 cm.
      2. At point P, construct a 60° angle. Draw a long ray from P along this angle.
      3. At point Q, construct a 105° angle. (Construct 90°, then bisect the angle between 90° and 120°).
      4. Set your compass to a radius of 7.5 cm. Place the point at Q and draw an arc to cut the arm of the 105° angle. This intersection is point R.
      5. The locus \(L_1\) is the set of points equidistant from lines PQ and QR. This is the angle bisector of ∠PQR. Construct the bisector of the 105° angle at Q.
      6. Point S lies on both the 60° ray from P and the locus \(L_1\). The intersection of these two lines is point S.
      7. Join R to S to complete the quadrilateral PQRS.
    2. Constructing Locus \(L_2\):
      The locus \(L_2\) is the set of points equidistant from points P and Q. This is the perpendicular bisector of the line segment PQ.
      1. Set your compass to a radius greater than half of |PQ|.
      2. With the compass point at P, draw arcs above and below PQ.
      3. With the same radius and the compass point at Q, draw arcs to intersect the first two arcs.
      4. Draw a straight line through the two points where the arcs intersect. This line is \(L_2\).
    3. Finding Point K:
      Point K is simply the point where the locus \(L_1\) (the angle bisector of ∠PQR) and the locus \(L_2\) (the perpendicular bisector of PQ) intersect. Mark this point clearly on your diagram.
  2. Measure |KS|:
    Using a ruler on your completed construction, carefully measure the length of the line segment from point K to point S. The value depends on the accuracy of your drawing.

    Measure the length of |KS| from your completed diagram. (An accurately drawn figure should yield a value of approximately 5.8 cm).


Question 9

  1. Mrs. Otoo spends \(\frac13\) of her salary on rent, \(\frac14\) on food, and \(\frac15\) on clothes, with \$195 left. Find her monthly salary.
  2. A sector of a circle has a radius of 6 cm and an angle of 105°. Calculate its:
    1. Perimeter
    2. Area
    [Take \(\pi = \frac{22}{7}\)]

Solution to Question 9

  1. Mrs. Otoo's monthly salary
    Let the total monthly salary be \(S\).

    First, find the total fraction of the salary spent:

    \[ \text{Fraction spent} = \frac{1}{3} + \frac{1}{4} + \frac{1}{5} \] The least common multiple of 3, 4, and 5 is 60. \[ \text{Fraction spent} = \frac{20}{60} + \frac{15}{60} + \frac{12}{60} = \frac{47}{60} \] The fraction of the salary that is left is: \[ \text{Fraction left} = 1 - \frac{47}{60} = \frac{13}{60} \] We are told this remaining fraction equals $195. \[ \frac{13}{60} \times S = 195 \] To find the total salary \(S\), we solve for S: \[ S = \frac{195 \times 60}{13} = 15 \times 60 = 900 \]

    Mrs. Otoo's monthly salary is $900.

  2. Sector of a circle (Given: \(r=6\) cm, \(\theta=105^\circ\), \(\pi = \frac{22}{7}\))
    1. Perimeter of the sector
      The perimeter of a sector is the sum of the arc length and two radii (\(2r\)).

      Arc length = \( \left(\frac{\theta}{360}\right) \times 2\pi r \)

      \[ \text{Arc length} = \left(\frac{105}{360}\right) \times 2 \times \frac{22}{7} \times 6 = \frac{7}{24} \times \frac{2 \times 22 \times 6}{7} = \frac{264}{24} = 11 \text{ cm} \] Perimeter = Arc length + \(2r\) = \(11 + 2(6) = 11 + 12 = 23\) cm.

      The perimeter of the sector is 23 cm.

    2. Area of the sector
      Area = \( \left(\frac{\theta}{360}\right) \times \pi r^2 \) \[ \text{Area} = \left(\frac{105}{360}\right) \times \frac{22}{7} \times 6^2 = \frac{7}{24} \times \frac{22}{7} \times 36 = \frac{22 \times 36}{24} = 33 \text{ cm}^2 \]

      The area of the sector is 33 cm².


Question 10

The cost \( C \) of feeding students is partly constant and partly varies as number of students \( n \).
For \( n=8 \), \( C=\$70 \); for \( n=10 \), \( C=\$90 \).

  1. Find expression for \( C \) in terms of \( n \)
  2. Cost of feeding 12 students

Solution to Question 10

The relationship is a partial variation, which can be expressed as a linear equation: \[ C = k + an \] where \(k\) is the constant cost and \(a\) is the variation constant (cost per student).

We are given two data points to form a system of simultaneous equations:

  1. When \(n=8\), \(C=70\): \( 70 = k + 8a \) (Equation 1)
  2. When \(n=10\), \(C=90\): \( 90 = k + 10a \) (Equation 2)
  1. Find the expression for \(C\) in terms of \(n\).
    Subtract Equation 1 from Equation 2 to eliminate \(k\): \[ (90 - 70) = (k + 10a) - (k + 8a) \] \[ 20 = 2a \implies a = 10 \] Substitute \(a=10\) back into Equation 1 to find \(k\): \[ 70 = k + 8(10) \] \[ 70 = k + 80 \implies k = -10 \] Now, substitute the values of \(a\) and \(k\) back into the general formula:

    The expression is \( C = 10n - 10 \).

  2. Cost of feeding 12 students.
    Use the expression found in part (a) with \(n=12\): \[ C = 10(12) - 10 \] \[ C = 120 - 10 = 110 \]

    The cost of feeding 12 students is $110.


Question 11

  1. Given: \[ P = \begin{pmatrix} 2 & -9 \\ 4 & 1 \end{pmatrix}, \quad Q = \begin{pmatrix} 1 & -1 \\ 3 & -2 \end{pmatrix} \] Find \( PQ + 2Q \)
  2. A bag contains 8 red balls and some white balls. If the probability of drawing a white ball is half of the probability of drawing a red ball, find the number of white balls.

Solution to Question 11

  1. Find \( PQ + 2Q \).
    Step 1: Calculate the matrix product \(PQ\). \[ PQ = \begin{pmatrix} 2 & -9 \\ 4 & 1 \end{pmatrix} \begin{pmatrix} 1 & -1 \\ 3 & -2 \end{pmatrix} = \begin{pmatrix} (2)(1)+(-9)(3) & (2)(-1)+(-9)(-2) \\ (4)(1)+(1)(3) & (4)(-1)+(1)(-2) \end{pmatrix} \] \[ PQ = \begin{pmatrix} 2-27 & -2+18 \\ 4+3 & -4-2 \end{pmatrix} = \begin{pmatrix} -25 & 16 \\ 7 & -6 \end{pmatrix} \] Step 2: Calculate the scalar product \(2Q\). \[ 2Q = 2 \begin{pmatrix} 1 & -1 \\ 3 & -2 \end{pmatrix} = \begin{pmatrix} 2(1) & 2(-1) \\ 2(3) & 2(-2) \end{pmatrix} = \begin{pmatrix} 2 & -2 \\ 6 & -4 \end{pmatrix} \] Step 3: Add the two resulting matrices. \[ PQ + 2Q = \begin{pmatrix} -25 & 16 \\ 7 & -6 \end{pmatrix} + \begin{pmatrix} 2 & -2 \\ 6 & -4 \end{pmatrix} = \begin{pmatrix} -25+2 & 16+(-2) \\ 7+6 & -6+(-4) \end{pmatrix} \]

    \( PQ + 2Q = \begin{pmatrix} -23 & 14 \\ 13 & -10 \end{pmatrix} \)

  2. Find the number of white balls.
    Let \(w\) be the number of white balls.
    Number of red balls = 8.
    Total number of balls = \( 8 + w \).

    The probability of drawing a white ball is \( P(W) = \frac{w}{8+w} \).

    The probability of drawing a red ball is \( P(R) = \frac{8}{8+w} \).

    We are given the condition: \( P(W) = \frac{1}{2} P(R) \).

    \[ \frac{w}{8+w} = \frac{1}{2} \left( \frac{8}{8+w} \right) \] \[ \frac{w}{8+w} = \frac{4}{8+w} \] Since the denominators are equal and non-zero, the numerators must be equal. \[ w = 4 \]

    There are 4 white balls in the bag.


Question 12

  1. The 8th term of an A.P. is 46; the sum of the first 8 terms is 200. Find the:
    1. First term
    2. Sum of the first 12 terms
  2. Points \( X(70^\circ S, 60^\circ E) \) and \( Y(7^\circ S, 60^\circ E) \).
    1. Illustrate in a diagram
    2. Calculate the distance between X and Y along the meridian. [Take \(\pi=\frac{22}{7}\); \(R=6400\, \text{km}\)]

Solution to Question 12

  1. Arithmetic Progression (A.P.)
    Let the first term be \(a\) and the common difference be \(d\).
    The formula for the nth term is \(T_n = a + (n-1)d\).
    The formula for the sum of n terms is \(S_n = \frac{n}{2}(2a + (n-1)d)\).

    From the given information:

    8th term is 46: \( T_8 = a + (8-1)d \implies a + 7d = 46 \) (Equation 1)

    Sum of first 8 terms is 200: \( S_8 = \frac{8}{2}(2a + (8-1)d) = 200 \implies 4(2a + 7d) = 200 \)

    \[ 2a + 7d = 50 \quad \text{(Equation 2)} \]
    1. Find the first term (\(a\))
      Subtract Equation 1 from Equation 2: \[ (2a + 7d) - (a + 7d) = 50 - 46 \] \[ a = 4 \]

      The first term is 4.

    2. Find the sum of the first 12 terms (\(S_{12}\))
      First, find the common difference \(d\) by substituting \(a=4\) into Equation 1: \[ 4 + 7d = 46 \implies 7d = 42 \implies d = 6 \] Now, use the sum formula for \(n=12\): \[ S_{12} = \frac{12}{2}(2a + (12-1)d) = 6(2a + 11d) \] \[ S_{12} = 6(2(4) + 11(6)) = 6(8 + 66) = 6(74) = 444 \]

      The sum of the first 12 terms is 444.


Question 13

The marks of 20 students in a test are as follows:
15, 11, 17, 25, 13, 15, 16, 22, 24, 27, 20, 22, 15, 16, 15, 19, 22, 24, 22, 11

  1. Prepare a frequency table using class intervals: 10–12, 13–15, 16–18, etc.
  2. Calculate the variance of the distribution.
  3. If the pass mark is 16, find the probability that a student selected at random failed the test.

Solution to Question 13

  1. Frequency Table
    Class Interval Tally Frequency (f)
    10 – 12||2
    13 – 15|||||5
    16 – 18|||3
    19 – 21||2
    22 – 24||||| |6
    25 – 27||2
    Total20
  2. Calculate the variance.
    To calculate the variance from grouped data, we use the formula \( \sigma^2 = \frac{\sum fx^2}{\sum f} - \left( \frac{\sum fx}{\sum f} \right)^2 \). We expand our table to include the midpoint (x), fx, x², and fx².
    IntervalfMidpoint (x)fxfx²
    10–1221122121242
    13–1551470196980
    16–1831751289867
    19–2122040400800
    22–246231385293174
    25–27226526761354
    Total∑f=20∑fx=373∑fx²=7417
    First, calculate the mean \( (\bar{x}) = \frac{\sum fx}{\sum f} = \frac{373}{20} = 18.65 \).
    Now calculate the variance: \[ \text{Variance } (\sigma^2) = \frac{\sum fx^2}{\sum f} - (\bar{x})^2 = \frac{7417}{20} - (18.65)^2 \] \[ \sigma^2 = 370.85 - 347.8225 = 23.0275 \]

    The variance of the distribution is 23.0275.

  3. Probability that a student failed.
    The pass mark is 16. A student fails if their score is less than 16. We must use the original raw data for this calculation: 15, 11, 17, 25, 13, 15, 16, 22, 24, 27, 20, 22, 15, 16, 15, 19, 22, 24, 22, 11.

    The scores less than 16 are: 15, 11, 13, 15, 15, 15, 11.

    Number of students who failed = 7.

    Total number of students = 20.

    The probability of a random student failing is: \[ P(\text{failed}) = \frac{\text{Number of students who failed}}{\text{Total number of students}} = \frac{7}{20} \]

    The probability that a student failed is \( \frac{7}{20} \) or 0.35.

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