Past papers › WAEC › 2019 Paper WAEC 2019 Further Maths Theory
Theory paper · 15 questions
WAEC · 2019 · May/June · Further Maths · Paper 2 Topics include Indices, logarithms & surds, Coordinate geometry & circles, Sequences, series & binomial expansion, Trigonometry, Statics: forces, equilibrium & moments, Statistics & correlation.
Sit this paper Answer every question in order, timed if you like (suggested 3 h 45 min). You're marked when you hand in, then you see where to focus and the working for each question.
Or read it here: every question below has a worked solution.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
(a) Simplify: 625 ( 3 x 4 − 1 ) + 125 ( x − 1 ) 5 ( 3 x − 2 ) \dfrac{625^{\left(\frac{3x}{4} - 1\right)} + 125^{(x - 1)}}{5^{(3x - 2)}} 5 ( 3 x − 2 ) 62 5 ( 4 3 x − 1 ) + 12 5 ( x − 1 ) .
Worked solution (try it first) Write the numbers as powers of 5:
625 3 x 4 − 1 = 5 4 ( 3 x 4 − 1 ) 625^{\frac{3x}{4} - 1} = 5^{4\left(\frac{3x}{4} - 1\right)} 62 5 4 3 x − 1 = 5 4 ( 4 3 x − 1 ) = 5 3 x − 4 = 5^{3x - 4} = 5 3 x − 4 and
125 x − 1 = 5 3 x − 3 125^{x - 1} = 5^{3x - 3} 12 5 x − 1 = 5 3 x − 3 .
The top is
5 3 x − 4 + 5 3 x − 3 5^{3x - 4} + 5^{3x - 3} 5 3 x − 4 + 5 3 x − 3 .
Take out the smaller power:
5 3 x − 4 ( 1 + 5 ) = 6 × 5 3 x − 4 5^{3x - 4}(1 + 5) = 6 \times 5^{3x - 4} 5 3 x − 4 ( 1 + 5 ) = 6 × 5 3 x − 4 .
Divide by the bottom, subtracting the indices:
6 × 5 3 x − 4 5 3 x − 2 = 6 × 5 − 2 \dfrac{6 \times 5^{3x - 4}}{5^{3x - 2}} = 6 \times 5^{-2} 5 3 x − 2 6 × 5 3 x − 4 = 6 × 5 − 2 .
5 − 2 = 1 25 5^{-2} = \frac{1}{25} 5 − 2 = 25 1 , so the answer is
6 25 \dfrac{6}{25} 25 6 .
Watch out
Powers that are added can't be combined by adding indices: take out the smallest power as a common factor. Multiply the whole index when changing base: 625 3 x 4 − 1 = 5 4 ( 3 x 4 − 1 ) = 5 3 x − 4 625^{\frac{3x}{4} - 1} = 5^{4(\frac{3x}{4} - 1)} = 5^{3x - 4} 62 5 4 3 x − 1 = 5 4 ( 4 3 x − 1 ) = 5 3 x − 4 . Report a problem with this question
(a) Find the coordinates of the point which divides the line joining ( 7 , − 5 ) (7, -5) ( 7 , − 5 ) and ( − 2 , 7 ) (-2, 7) ( − 2 , 7 ) externally in the ratio 3 : 2 3 : 2 3 : 2 .
(b) Without using calculators or mathematical tables, evaluate 2 1 − 2 − 2 2 + 2 \dfrac{2}{1 - \sqrt2} - \dfrac{2}{2 + \sqrt2} 1 − 2 2 − 2 + 2 2 , leaving the answer in the form p + q n p + q\sqrt n p + q n , where p p p , q q q and n n n are integers.
Worked solution (try it first) (a) For external division in the ratio
m : n = 3 : 2 m : n = 3 : 2 m : n = 3 : 2 , use
( m x 2 − n x 1 m − n , m y 2 − n y 1 m − n ) \left(\dfrac{mx_2 - nx_1}{m - n}, \dfrac{my_2 - ny_1}{m - n}\right) ( m − n m x 2 − n x 1 , m − n m y 2 − n y 1 ) , with
( x 1 , y 1 ) = ( 7 , − 5 ) (x_1, y_1) = (7, -5) ( x 1 , y 1 ) = ( 7 , − 5 ) and
( x 2 , y 2 ) = ( − 2 , 7 ) (x_2, y_2) = (-2, 7) ( x 2 , y 2 ) = ( − 2 , 7 ) .
The
x x x -coordinate:
3 ( − 2 ) − 2 ( 7 ) 3 − 2 = − 6 − 14 \dfrac{3(-2) - 2(7)}{3 - 2} = -6 - 14 3 − 2 3 ( − 2 ) − 2 ( 7 ) = − 6 − 14 The
y y y -coordinate:
3 ( 7 ) − 2 ( − 5 ) 3 − 2 = 21 + 10 \dfrac{3(7) - 2(-5)}{3 - 2} = 21 + 10 3 − 2 3 ( 7 ) − 2 ( − 5 ) = 21 + 10 The point is
( − 20 , 31 ) (-20, 31) ( − 20 , 31 ) .
(b) Put the two fractions over the common denominator
( 1 − 2 ) ( 2 + 2 ) (1 - \sqrt2)(2 + \sqrt2) ( 1 − 2 ) ( 2 + 2 ) : the top is
2 ( 2 + 2 ) − 2 ( 1 − 2 ) = 2 + 4 2 2(2 + \sqrt2) - 2(1 - \sqrt2) = 2 + 4\sqrt2 2 ( 2 + 2 ) − 2 ( 1 − 2 ) = 2 + 4 2 .
The bottom is
( 1 − 2 ) ( 2 + 2 ) = 2 + 2 − 2 2 − 2 (1 - \sqrt2)(2 + \sqrt2) = 2 + \sqrt2 - 2\sqrt2 - 2 ( 1 − 2 ) ( 2 + 2 ) = 2 + 2 − 2 2 − 2 So the value is
2 + 4 2 − 2 \dfrac{2 + 4\sqrt2}{-\sqrt2} − 2 2 + 4 2 .
Multiply top and bottom by
2 \sqrt2 2 :
2 2 + 8 − 2 = − 4 − 2 \dfrac{2\sqrt2 + 8}{-2} = -4 - \sqrt2 − 2 2 2 + 8 = − 4 − 2 .
Watch out
For external division, the formula has minus signs: m x 2 − n x 1 m − n \frac{mx_2 - nx_1}{m - n} m − n m x 2 − n x 1 . Put each top in brackets when you subtract the fractions, so the second one changes sign completely. Report a problem with this question
(a) How many terms of the series − 3 − 1 + 1 + … -3 - 1 + 1 + \ldots − 3 − 1 + 1 + … add up to 165?
Worked solution (try it first) The first term is
a = − 3 a = -3 a = − 3 and the common difference is
d = − 1 − ( − 3 ) = 2 d = -1 - (-3) = 2 d = − 1 − ( − 3 ) = 2 .
S n = n 2 [ 2 ( − 3 ) + ( n − 1 ) ( 2 ) ] S_n = \dfrac n2[2(-3) + (n - 1)(2)] S n = 2 n [ 2 ( − 3 ) + ( n − 1 ) ( 2 )] = n 2 ( 2 n − 8 ) = \dfrac n2(2n - 8) = 2 n ( 2 n − 8 ) = n ( n − 4 ) = n(n - 4) = n ( n − 4 ) .
Set
n ( n − 4 ) = 165 n(n - 4) = 165 n ( n − 4 ) = 165 :
n 2 − 4 n − 165 = 0 n^2 - 4n - 165 = 0 n 2 − 4 n − 165 = 0 .
Factorise:
( n − 15 ) ( n + 11 ) = 0 (n - 15)(n + 11) = 0 ( n − 15 ) ( n + 11 ) = 0 , so
n = 15 n = 15 n = 15 or
n = − 11 n = -11 n = − 11 .
A number of terms can't be negative, so 15 terms add up to 165.
Watch out
d d d is − 1 − ( − 3 ) = 2 -1 - (-3) = 2 − 1 − ( − 3 ) = 2 : take care with the negative first term.Reject the negative root: n n n counts terms. Report a problem with this question
(a) If sin X = p − q p + q \sin X = \dfrac{p - q}{p + q} sin X = p + q p − q , where 0 ∘ ≤ X ≤ 90 ∘ 0^\circ \le X \le 90^\circ 0 ∘ ≤ X ≤ 9 0 ∘ , find 1 − tan 2 X 1 - \tan^2 X 1 − tan 2 X .
Worked solution (try it first) Draw a right-angled triangle with opposite side
p − q p - q p − q and hypotenuse
p + q p + q p + q .
Adjacent side:
( p + q ) 2 − ( p − q ) 2 = 4 p q \sqrt{(p + q)^2 - (p - q)^2} = \sqrt{4pq} ( p + q ) 2 − ( p − q ) 2 = 4 pq So
tan X = p − q 2 p q \tan X = \dfrac{p - q}{2\sqrt{pq}} tan X = 2 pq p − q and
tan 2 X = p 2 − 2 p q + q 2 4 p q \tan^2 X = \dfrac{p^2 - 2pq + q^2}{4pq} tan 2 X = 4 pq p 2 − 2 pq + q 2 .
1 − tan 2 X = 4 p q − p 2 + 2 p q − q 2 4 p q 1 - \tan^2 X = \dfrac{4pq - p^2 + 2pq - q^2}{4pq} 1 − tan 2 X = 4 pq 4 pq − p 2 + 2 pq − q 2 = 6 p q − p 2 − q 2 4 p q = \dfrac{6pq - p^2 - q^2}{4pq} = 4 pq 6 pq − p 2 − q 2 .
Watch out
( p + q ) 2 − ( p − q ) 2 = 4 p q (p + q)^2 - (p - q)^2 = 4pq ( p + q ) 2 − ( p − q ) 2 = 4 pq : expand both brackets before subtracting.Change the sign of every term of ( p − q ) 2 (p - q)^2 ( p − q ) 2 when you subtract it. Report a problem with this question
(a) Three forces 10 N 10\text{ N} 10 N , 14 N 14\text{ N} 14 N and 16 N 16\text{ N} 16 N acting on a particle keep it in equilibrium. Find the angle between the forces 10 N 10\text{ N} 10 N and 16 N 16\text{ N} 16 N .
Worked solution (try it first) The 10 N and 16 N forces have a resultant of 14 N, balancing the third force.
14 2 = 10 2 + 16 2 + 2 ( 10 ) ( 16 ) cos θ 14^2 = 10^2 + 16^2 + 2(10)(16)\cos\theta 1 4 2 = 1 0 2 + 1 6 2 + 2 ( 10 ) ( 16 ) cos θ , so
196 = 356 + 320 cos θ 196 = 356 + 320\cos\theta 196 = 356 + 320 cos θ .
cos θ = − 160 320 \cos\theta = -\dfrac{160}{320} cos θ = − 320 160 = − 1 2 = -\dfrac12 = − 2 1 , so
θ = 120 ∘ \theta = 120^\circ θ = 12 0 ∘ .
Watch out
The cosine rule in the triangle of forces gives 60 ∘ 60^\circ 6 0 ∘ , the angle inside the triangle; the angle between the forces is 180 ∘ − 60 ∘ = 120 ∘ 180^\circ - 60^\circ = 120^\circ 18 0 ∘ − 6 0 ∘ = 12 0 ∘ . Report a problem with this question
(a) A uniform beam W X WX W X , of length 90 cm 90\text{ cm} 90 cm and weight 50 N 50\text{ N} 50 N , is suspended on a pivot 35 cm 35\text{ cm} 35 cm from W W W . It is kept in equilibrium by means of forces T T T and 20 N 20\text{ N} 20 N applied at Y Y Y and Z Z Z respectively. ∣ W Y ∣ = 10 cm |WY| = 10\text{ cm} ∣ W Y ∣ = 10 cm and ∣ X Z ∣ = 10 cm |XZ| = 10\text{ cm} ∣ X Z ∣ = 10 cm . Find the value of T T T .
Worked solution (try it first) From the pivot (35 cm from
W W W ):
T T T at
Y Y Y is
25 25 25 cm on the
W W W side.
The weight, at the middle (45 cm from
W W W ), is
10 10 10 cm on the
X X X side.
The 20 N at
Z Z Z (80 cm from
W W W ) is
45 45 45 cm on the
X X X side.
Moments about the pivot:
25 T = 50 × 10 + 20 × 45 = 1400 25T = 50 \times 10 + 20 \times 45 = 1400 25 T = 50 × 10 + 20 × 45 = 1400 , so
T = 56 N T = 56\text{ N} T = 56 N .
Watch out
Measure every distance from the pivot, not from the end of the beam. Report a problem with this question
Age (years)
1–5
6–10
11–15
16–20
21–25
26–30
Number of people
18
12
25
15
20
10
The table shows the age distribution in years of a group of people.
(a) Using an assumed mean of 13 years, find the mean age of the people.
Worked solution (try it first) Class marks
3 , 8 , 13 , 18 , 23 , 28 3, 8, 13, 18, 23, 28 3 , 8 , 13 , 18 , 23 , 28 and
d = x − 13 d = x - 13 d = x − 13 :
− 10 , − 5 , 0 , 5 , 10 , 15 -10, -5, 0, 5, 10, 15 − 10 , − 5 , 0 , 5 , 10 , 15 .
∑ f d = − 180 − 60 + 0 + 75 + 200 + 150 \sum fd = -180 - 60 + 0 + 75 + 200 + 150 ∑ f d = − 180 − 60 + 0 + 75 + 200 + 150 = 185 = 185 = 185 and
∑ f = 100 \sum f = 100 ∑ f = 100 .
Mean
= 13 + 185 100 = 14.85 = 13 + \dfrac{185}{100} = 14.85 = 13 + 100 185 = 14.85 years.
Watch out
The class mark of 1–5 is 3. Divide ∑ f d \sum fd ∑ f d by ∑ f \sum f ∑ f , the number of people. Report a problem with this question
(a) Two fair dice are thrown together two times. Find the probability of obtaining a sum of seven in the first throw and a sum of four in the second throw.
Worked solution (try it first) With two dice there are 36 equally likely outcomes.
A sum of 7 happens 6 ways, so
P = 6 36 P = \frac{6}{36} P = 36 6 .
A sum of 4 happens 3 ways:
( 1 , 3 ) , ( 2 , 2 ) , ( 3 , 1 ) (1, 3), (2, 2), (3, 1) ( 1 , 3 ) , ( 2 , 2 ) , ( 3 , 1 ) , so
P = 3 36 P = \frac{3}{36} P = 36 3 .
The two throws are independent:
6 36 × 3 36 = 18 1296 \frac{6}{36} \times \frac{3}{36} = \frac{18}{1296} 36 6 × 36 3 = 1296 18 Watch out
( 1 , 3 ) (1, 3) ( 1 , 3 ) and ( 3 , 1 ) (3, 1) ( 3 , 1 ) are different outcomes: count both."First throw and second throw" means multiply. Report a problem with this question
The curve y = 7 − 6 x y = 7 - \dfrac6x y = 7 − x 6 and the line y + 2 x − 3 = 0 y + 2x - 3 = 0 y + 2 x − 3 = 0 intersect at two points. Find the:
(a) coordinates of the two points;
Show the answer ( 1 , 1 ) (1, 1) ( 1 , 1 ) and ( − 3 , 9 ) (-3, 9) ( − 3 , 9 )
(b) equation of the perpendicular bisector of the line joining the two points.
Show the answer 2 y − x − 11 = 0 2y - x - 11 = 0 2 y − x − 11 = 0
Try it on a graph The curve, the line, and the perpendicular bisector (purple).
Open the interactive graph Worked solution (try it first) (a) From the line,
y = 3 − 2 x y = 3 - 2x y = 3 − 2 x .
So
7 − 6 x = 3 − 2 x 7 - \dfrac6x = 3 - 2x 7 − x 6 = 3 − 2 x .
Multiply by
x x x :
7 x − 6 = 3 x − 2 x 2 7x - 6 = 3x - 2x^2 7 x − 6 = 3 x − 2 x 2 , so
2 x 2 + 4 x − 6 = 0 2x^2 + 4x - 6 = 0 2 x 2 + 4 x − 6 = 0 , that is
x 2 + 2 x − 3 = 0 x^2 + 2x - 3 = 0 x 2 + 2 x − 3 = 0 .
( x + 3 ) ( x − 1 ) = 0 (x + 3)(x - 1) = 0 ( x + 3 ) ( x − 1 ) = 0 : the points are
( 1 , 1 ) (1, 1) ( 1 , 1 ) and
( − 3 , 9 ) (-3, 9) ( − 3 , 9 ) .
(b) Midpoint:
( − 1 , 5 ) (-1, 5) ( − 1 , 5 ) .
Gradient of the chord:
9 − 1 − 3 − 1 = − 2 \dfrac{9 - 1}{-3 - 1} = -2 − 3 − 1 9 − 1 = − 2 .
The bisector has gradient
1 2 \frac12 2 1 :
y − 5 = 1 2 ( x + 1 ) y - 5 = \frac12(x + 1) y − 5 = 2 1 ( x + 1 ) , so
2 y − x − 11 = 0 2y - x - 11 = 0 2 y − x − 11 = 0 .
Watch out
Multiply through by x x x to clear the fraction before solving. The perpendicular bisector goes through the midpoint with gradient − 1 ÷ ( − 2 ) = 1 2 -1 \div (-2) = \frac12 − 1 ÷ ( − 2 ) = 2 1 . Report a problem with this question
(a) Find the range of values of p p p for which 4 x 2 − p x + 1 = 0 4x^2 - px + 1 = 0 4 x 2 − p x + 1 = 0 has real roots.
Show the answer p ≤ − 4 p \le -4 p ≤ − 4 or p ≥ 4 p \ge 4 p ≥ 4
(b) (i) Expand ( 1 + 3 x ) 6 (1 + 3x)^6 ( 1 + 3 x ) 6 in ascending powers of x x x . (ii) Using the expansion in (b)(i), find, correct to four significant figures, the value of ( 1.03 ) 6 (1.03)^6 ( 1.03 ) 6 .
Worked solution (try it first) (a) Read off the coefficients:
a = 4 a = 4 a = 4 ,
b = − p b = -p b = − p ,
c = 1 c = 1 c = 1 .
Real roots need
b 2 − 4 a c ≥ 0 b^2 - 4ac \ge 0 b 2 − 4 a c ≥ 0 :
p 2 − 16 ≥ 0 p^2 - 16 \ge 0 p 2 − 16 ≥ 0 .
Factorise:
( p − 4 ) ( p + 4 ) ≥ 0 (p - 4)(p + 4) \ge 0 ( p − 4 ) ( p + 4 ) ≥ 0 , with roots
p = − 4 p = -4 p = − 4 and
p = 4 p = 4 p = 4 .
"
≥ 0 \ge 0 ≥ 0 " is outside the roots:
p ≤ − 4 p \le -4 p ≤ − 4 or
p ≥ 4 p \ge 4 p ≥ 4 .
(b)(i) Each term is
( 6 r ) ( 3 x ) r \binom6r(3x)^r ( r 6 ) ( 3 x ) r : the coefficients are
1 1 1 ,
6 × 3 6 \times 3 6 × 3 ,
15 × 9 15 \times 9 15 × 9 ,
20 × 27 20 \times 27 20 × 27 ,
15 × 81 15 \times 81 15 × 81 ,
6 × 243 6 \times 243 6 × 243 ,
729 729 729 .
So
( 1 + 3 x ) 6 = 1 + 18 x + 135 x 2 + 540 x 3 + 1215 x 4 + 1458 x 5 + 729 x 6 (1 + 3x)^6 = 1 + 18x + 135x^2 + 540x^3 + 1215x^4 + 1458x^5 + 729x^6 ( 1 + 3 x ) 6 = 1 + 18 x + 135 x 2 + 540 x 3 + 1215 x 4 + 1458 x 5 + 729 x 6 .
(ii) Find
x x x :
1 + 3 x = 1.03 1 + 3x = 1.03 1 + 3 x = 1.03 gives
x = 0.01 x = 0.01 x = 0.01 .
Substitute:
1 + 0.18 + 0.0135 + 0.00054 + 0.00001215 + … = 1.19405 … 1 + 0.18 + 0.0135 + 0.00054 + 0.00001215 + \ldots = 1.19405\ldots 1 + 0.18 + 0.0135 + 0.00054 + 0.00001215 + … = 1.19405 … So
( 1.03 ) 6 = 1.194 (1.03)^6 = 1.194 ( 1.03 ) 6 = 1.194 to 4 significant figures.
Watch out
In (a), use "≥ 0 \ge 0 ≥ 0 ", then test: p = 0 p = 0 p = 0 gives − 16 < 0 -16 < 0 − 16 < 0 , so the values between − 4 -4 − 4 and 4 are left out. In (b), x = 0.01 x = 0.01 x = 0.01 (from 3 x = 0.03 3x = 0.03 3 x = 0.03 ), not 0.03 0.03 0.03 . Raise the whole term 3 x 3x 3 x to each power. Report a problem with this question
Given that M : ( x , y ) → ( 7 y , 3 x − y ) M : (x, y) \to (7y, 3x - y) M : ( x , y ) → ( 7 y , 3 x − y ) and N : ( x , y ) → ( 2 x − y , 5 x + 3 y ) N : (x, y) \to (2x - y, 5x + 3y) N : ( x , y ) → ( 2 x − y , 5 x + 3 y ) ,
(a) write down the matrices M M M and N N N of the linear transformations;
Show the answer M = ( 0 7 3 − 1 ) M = \begin{pmatrix} 0 & 7 \\ 3 & -1 \end{pmatrix} M = ( 0 3 7 − 1 ) , N = ( 2 − 1 5 3 ) N = \begin{pmatrix} 2 & -1 \\ 5 & 3 \end{pmatrix} N = ( 2 5 − 1 3 )
(b) find the image of P ( 2 , − 3 ) P(2, -3) P ( 2 , − 3 ) under the linear transformation N N N followed by M M M ;
(c) find the coordinates of the point Q Q Q whose image is Q ′ ( 2 , 4 ) Q'(2, 4) Q ′ ( 2 , 4 ) under the linear transformation N N N .
Worked solution (try it first) (a) Read the coefficients:
M = ( 0 7 3 − 1 ) M = \begin{pmatrix} 0 & 7 \\ 3 & -1 \end{pmatrix} M = ( 0 3 7 − 1 ) and
N = ( 2 − 1 5 3 ) N = \begin{pmatrix} 2 & -1 \\ 5 & 3 \end{pmatrix} N = ( 2 5 − 1 3 ) .
(b) N N N followed by
M M M is
M N = ( 0 + 35 0 + 21 6 − 5 − 3 − 3 ) MN = \begin{pmatrix} 0 + 35 & 0 + 21 \\ 6 - 5 & -3 - 3 \end{pmatrix} M N = ( 0 + 35 6 − 5 0 + 21 − 3 − 3 ) = ( 35 21 1 − 6 ) = \begin{pmatrix} 35 & 21 \\ 1 & -6 \end{pmatrix} = ( 35 1 21 − 6 ) .
M N ( 2 − 3 ) = ( 70 − 63 2 + 18 ) MN\begin{pmatrix} 2 \\ -3 \end{pmatrix} = \begin{pmatrix} 70 - 63 \\ 2 + 18 \end{pmatrix} M N ( 2 − 3 ) = ( 70 − 63 2 + 18 ) = ( 7 20 ) = \begin{pmatrix} 7 \\ 20 \end{pmatrix} = ( 7 20 ) : the image is
( 7 , 20 ) (7, 20) ( 7 , 20 ) .
(c) Solve
N ( x y ) = ( 2 4 ) N\begin{pmatrix} x \\ y \end{pmatrix} = \begin{pmatrix} 2 \\ 4 \end{pmatrix} N ( x y ) = ( 2 4 ) :
2 x − y = 2 2x - y = 2 2 x − y = 2 and
5 x + 3 y = 4 5x + 3y = 4 5 x + 3 y = 4 .
Multiply the first by 3 and add:
11 x = 10 11x = 10 11 x = 10 , so
x = 10 11 x = \frac{10}{11} x = 11 10 and
y = 2 x − 2 = − 2 11 y = 2x - 2 = -\frac{2}{11} y = 2 x − 2 = − 11 2 .
So
Q ( 10 11 , − 2 11 ) Q\left(\frac{10}{11}, -\frac{2}{11}\right) Q ( 11 10 , − 11 2 ) .
Watch out
"N N N followed by M M M " is M N MN M N : the first transformation is written on the right. Report a problem with this question
In an examination, 60 % 60\% 60% of the candidates passed. If 10 candidates are selected at random, find, correct to four decimal places, the probability that:
(a) at least two of them failed;
(b) exactly half of them passed;
(c) at most two of them failed.
Worked solution (try it first) Let
F F F be the number who failed:
F ∼ B ( 10 , 0.4 ) F \sim B(10, 0.4) F ∼ B ( 10 , 0.4 ) .
(a) At least two failed
= 1 − [ 0.6 10 + 10 ( 0.4 ) ( 0.6 ) 9 ] = 1 - [0.6^{10} + 10(0.4)(0.6)^9] = 1 − [ 0. 6 10 + 10 ( 0.4 ) ( 0.6 ) 9 ] = 1 − 0.0464 = 1 - 0.0464 = 1 − 0.0464 (b) Half passed means 5 passed:
( 10 5 ) ( 0.6 ) 5 ( 0.4 ) 5 = 252 × 0.07776 × 0.01024 \binom{10}{5}(0.6)^5(0.4)^5 = 252 \times 0.07776 \times 0.01024 ( 5 10 ) ( 0.6 ) 5 ( 0.4 ) 5 = 252 × 0.07776 × 0.01024 ≈ 0.2007 \approx 0.2007 ≈ 0.2007 .
(c) At most two failed:
0.0060 + 0.0403 + 45 ( 0.4 ) 2 ( 0.6 ) 8 = 0.0060 + 0.0403 + 0.1209 0.0060 + 0.0403 + 45(0.4)^2(0.6)^8 = 0.0060 + 0.0403 + 0.1209 0.0060 + 0.0403 + 45 ( 0.4 ) 2 ( 0.6 ) 8 = 0.0060 + 0.0403 + 0.1209 Watch out
Parts (a) and (c) count failures, so use p = 0.4 p = 0.4 p = 0.4 for failing. Keep four decimal places, as the question asks. Report a problem with this question
In a research to determine the relationship between performance of students in an entrance examination and subsequent school performance, the results of ten randomly selected students were obtained as follows:
Student
A
B
C
D
E
F
G
H
I
J
Entrance examination
11
12
8
13
6
15
10
14
17
16
School performance
5
10
9
7
4
8
6
14
11
12
(a) Calculate the Spearman's rank correlation coefficient (3 d.p.).
(b) What would be the researcher's conclusion from the result in (a)?
Show the answer There is a (fairly strong) positive correlation between entrance examination and school performance.
Worked solution (try it first) (a) Rank the entrance marks (1 for the highest): A 7, B 6, C 9, D 5, E 10, F 3, G 8, H 4, I 1, J 2.
Rank the school marks: A 9, B 4, C 5, D 7, E 10, F 6, G 8, H 1, I 3, J 2.
d d d :
− 2 , 2 , 4 , − 2 , 0 , − 3 , 0 , 3 , − 2 , 0 -2, 2, 4, -2, 0, -3, 0, 3, -2, 0 − 2 , 2 , 4 , − 2 , 0 , − 3 , 0 , 3 , − 2 , 0 , so
∑ d 2 = 50 \sum d^2 = 50 ∑ d 2 = 50 .
ρ = 1 − 6 × 50 10 × 99 \rho = 1 - \dfrac{6 \times 50}{10 \times 99} ρ = 1 − 10 × 99 6 × 50 = 1 − 0.3030 = 1 - 0.3030 = 1 − 0.3030 ≈ 0.697 \approx 0.697 ≈ 0.697 .
(b) There is a fairly strong positive correlation: students who do well in the entrance examination tend to do well in school.
Watch out
Rank both sets the same way (1 for the highest in each). Interpret the sign and size: positive and about 0.7 is fairly strong agreement. Report a problem with this question
(a) A body moving at 20 m s − 1 20\text{ m s}^{-1} 20 m s − 1 accelerates uniformly at 2 1 2 m s − 2 2\frac12\text{ m s}^{-2} 2 2 1 m s − 2 for 4 seconds. It continues the journey at this speed for 8 seconds, before coming to rest t t t seconds after with uniform retardation. The ratio of the acceleration to the retardation is 3 : 4 3 : 4 3 : 4 . Sketch the velocity–time graph of the motion.
Model answer The graph starts at 20 m s − 1 20\text{ m s}^{-1} 20 m s − 1 (not at 0), rises in a straight line to 30 m s − 1 30\text{ m s}^{-1} 30 m s − 1 at 4 s, stays level for 8 s (to 12 s), then falls in a straight line to 0 after a further t t t seconds. Label the speeds and the time intervals. With the 3 : 4 3 : 4 3 : 4 ratio, the retardation is 10 3 m s − 2 \frac{10}{3}\text{ m s}^{-2} 3 10 m s − 2 , so t = 9 t = 9 t = 9 s and the graph reaches 0 at 21 s.
(b) (c) Find the total distance of the journey.
Try it on a graph Velocity–time graph: the area underneath is 475 m.
Open the interactive graph Worked solution (try it first) (a) After 4 s:
v = 20 + 2.5 × 4 v = 20 + 2.5 \times 4 v = 20 + 2.5 × 4 = 30 m s − 1 = 30\text{ m s}^{-1} = 30 m s − 1 .
The graph starts at
20 20 20 (not 0), rises to
30 30 30 at
t = 4 t = 4 t = 4 , stays level until
t = 12 t = 12 t = 12 , then falls to 0.
(b) 2.5 : r = 3 : 4 2.5 : r = 3 : 4 2.5 : r = 3 : 4 , so the retardation is
r = 4 × 2.5 3 r = \dfrac{4 \times 2.5}{3} r = 3 4 × 2.5 = 10 3 m s − 2 = \dfrac{10}{3}\text{ m s}^{-2} = 3 10 m s − 2 .
Time to stop:
t = 30 ÷ 10 3 = 9 s t = 30 \div \frac{10}{3} = 9\text{ s} t = 30 ÷ 3 10 = 9 s .
(c) Distance = area:
1 2 ( 20 + 30 ) ( 4 ) + 30 × 8 + 1 2 ( 30 ) ( 9 ) \frac12(20 + 30)(4) + 30 \times 8 + \frac12(30)(9) 2 1 ( 20 + 30 ) ( 4 ) + 30 × 8 + 2 1 ( 30 ) ( 9 ) .
= 100 + 240 + 135 = 475 m = 100 + 240 + 135 = 475\text{ m} = 100 + 240 + 135 = 475 m .
Watch out
The body is already moving at 20 m s − 1 20\text{ m s}^{-1} 20 m s − 1 : start the graph at 20, not at the origin. The first part is a trapezium, not a triangle. Report a problem with this question
(a) Given that m = i − j \mathbf m = \mathbf i - \mathbf j m = i − j , n = 2 i + 3 j \mathbf n = 2\mathbf i + 3\mathbf j n = 2 i + 3 j and 2 m + n − r = 0 2\mathbf m + \mathbf n - \mathbf r = \mathbf 0 2 m + n − r = 0 , find ∣ r ∣ |\mathbf r| ∣ r ∣ .
(b) The distance, S S S metres, of a moving particle at any time t t t seconds is given by S = 3 t − t 3 3 + 9 S = 3t - \dfrac{t^3}{3} + 9 S = 3 t − 3 t 3 + 9 . Find the: (i) time; (ii) distance travelled, when the particle is momentarily at rest.
Worked solution (try it first) (a) r = 2 m + n \mathbf r = 2\mathbf m + \mathbf n r = 2 m + n = 2 ( i − j ) + ( 2 i + 3 j ) = 2(\mathbf i - \mathbf j) + (2\mathbf i + 3\mathbf j) = 2 ( i − j ) + ( 2 i + 3 j ) = 4 i + j = 4\mathbf i + \mathbf j = 4 i + j .
∣ r ∣ = 4 2 + 1 2 |\mathbf r| = \sqrt{4^2 + 1^2} ∣ r ∣ = 4 2 + 1 2 ≈ 4.123 \approx 4.123 ≈ 4.123 .
(b)(i) Momentarily at rest when
d S d t = 3 − t 2 = 0 \dfrac{dS}{dt} = 3 - t^2 = 0 d t d S = 3 − t 2 = 0 , so
t = 3 ≈ 1.732 t = \sqrt3 \approx 1.732 t = 3 ≈ 1.732 s (time is positive).
(ii) S = 3 3 − ( 3 ) 3 3 + 9 S = 3\sqrt3 - \dfrac{(\sqrt3)^3}{3} + 9 S = 3 3 − 3 ( 3 ) 3 + 9 = 3 3 − 3 + 9 = 3\sqrt3 - \sqrt3 + 9 = 3 3 − 3 + 9 ≈ 12.46 \approx 12.46 ≈ 12.46 m.
Watch out
In (a), make r \mathbf r r the subject first: r = 2 m + n \mathbf r = 2\mathbf m + \mathbf n r = 2 m + n . In (b), ( 3 ) 3 = 3 3 (\sqrt3)^3 = 3\sqrt3 ( 3 ) 3 = 3 3 ; keep the surd form until the end. Report a problem with this question