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2020 A-Level · Paper 2 · Question 5

2020 H2 Maths Paper 2, Question 5

Discrete random variables 10 marks expectation and variance
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Part (i)

1 mark

The bag has one green disc (worth 00), rr red discs (worth 55 each) and 2r2r blue discs (worth 22 each). Tina’s score is the product of the two discs’ point values, so the possible pairs and their scores are: green with anything gives 00; red with red gives 5×5=255 \times 5 = 25; red with blue gives 5×2=105 \times 2 = 10; blue with blue gives 2×2=42 \times 2 = 4.

∴\therefore Tina’s possible scores are 0, 4, 10, 250,\ 4,\ 10,\ 25.

Part (ii)

7 marks

Approach

There are 3r+13r + 1 discs in total, so we find the probability of each score by counting unordered pairs of discs, using combinations. Writing every probability over the common denominator 3(3r+1)3(3r + 1) makes the sum E(X)E(X) come out as a single fraction that matches the given expression.

Let XX be Tina’s score. The total number of ways to take 22 discs from the 3r+13r + 1 discs is (3r+12)=(3r+1)(3r)2\binom{3r + 1}{2} = \frac{(3r + 1)(3r)}{2}.

Counting the ways to get each score:

P(X=25)=(r2)(3r+12)=r(r−1)(3r+1)(3r)=r−13(3r+1)P(X = 25) = \frac{\binom{r}{2}}{\binom{3r + 1}{2}} = \frac{r(r - 1)}{(3r + 1)(3r)} = \frac{r - 1}{3(3r + 1)}
P(X=10)=r⋅2r(3r+12)=2r212(3r+1)(3r)=4r3(3r+1)P(X = 10) = \frac{r \cdot 2r}{\binom{3r + 1}{2}} = \frac{2r^{2}}{\frac{1}{2}(3r + 1)(3r)} = \frac{4r}{3(3r + 1)}
P(X=4)=(2r2)(3r+12)=2r(2r−1)(3r+1)(3r)=2(2r−1)3(3r+1)P(X = 4) = \frac{\binom{2r}{2}}{\binom{3r + 1}{2}} = \frac{2r(2r - 1)}{(3r + 1)(3r)} = \frac{2(2r - 1)}{3(3r + 1)}
P(X=0)=1⋅3r(3r+12)=3r12(3r+1)(3r)=23r+1P(X = 0) = \frac{1 \cdot 3r}{\binom{3r + 1}{2}} = \frac{3r}{\frac{1}{2}(3r + 1)(3r)} = \frac{2}{3r + 1}
To check your answer: the four probabilities should sum to 11. Writing P(X=0)=63(3r+1)P(X = 0) = \frac{6}{3(3r + 1)}, the numerators are (r−1)+4r+2(2r−1)+6=9r+3=3(3r+1)(r - 1) + 4r + 2(2r - 1) + 6 = 9r + 3 = 3(3r + 1), so the sum is 3(3r+1)3(3r+1)=1\frac{3(3r + 1)}{3(3r + 1)} = 1. ✓

Then

E(X)E(X)
=0⋅P(X=0)+4⋅P(X=4)+10⋅P(X=10)+25⋅P(X=25)= 0 \cdot P(X = 0) + 4 \cdot P(X = 4) + 10 \cdot P(X = 10) + 25 \cdot P(X = 25)
=4⋅2(2r−1)+10⋅4r+25(r−1)3(3r+1)= \frac{4 \cdot 2(2r - 1) + 10 \cdot 4r + 25(r - 1)}{3(3r + 1)}
=(16r−8)+40r+(25r−25)3(3r+1)= \frac{(16r - 8) + 40r + (25r - 25)}{3(3r + 1)}
=81r−333(3r+1)= \frac{81r - 33}{3(3r + 1)}
=27r−113r+1  (shown)= \frac{27r - 11}{3r + 1}\ \ \text{(shown)}

For the variance we also need E(X2)E\left( X^{2} \right):

E(X2)E\left( X^{2} \right)
=16⋅P(X=4)+100⋅P(X=10)+625⋅P(X=25)= 16 \cdot P(X = 4) + 100 \cdot P(X = 10) + 625 \cdot P(X = 25)
=16⋅2(2r−1)+100⋅4r+625(r−1)3(3r+1)= \frac{16 \cdot 2(2r - 1) + 100 \cdot 4r + 625(r - 1)}{3(3r + 1)}
=(64r−32)+400r+(625r−625)3(3r+1)= \frac{(64r - 32) + 400r + (625r - 625)}{3(3r + 1)}
=1089r−6573(3r+1)= \frac{1089r - 657}{3(3r + 1)}
=3(121r−73)3r+1= \frac{3(121r - 73)}{3r + 1}

Then Var(X)=E(X2)−[E(X)]2Var(X) = E\left( X^{2} \right) - \left\lbrack E(X) \right\rbrack^{2}:

Var(X)=3(121r−73)3r+1−(27r−113r+1)2Var(X) = \frac{3(121r - 73)}{3r + 1} - \left( \frac{27r - 11}{3r + 1} \right)^{2}
=3(121r−73)(3r+1)−(27r−11)2(3r+1)2= \frac{3(121r - 73)(3r + 1) - (27r - 11)^{2}}{(3r + 1)^{2}}
=(1089r2−294r−219)−(729r2−594r+121)(3r+1)2= \frac{\left( 1089r^{2} - 294r - 219 \right) - \left( 729r^{2} - 594r + 121 \right)}{(3r + 1)^{2}}
=360r2+300r−340(3r+1)2= \frac{360r^{2} + 300r - 340}{(3r + 1)^{2}}
∴ Var(X)=20(18r2+15r−17)(3r+1)2\therefore\ Var(X) = \frac{20\left( 18r^{2} + 15r - 17 \right)}{(3r + 1)^{2}}

Part (iii)

2 marks

Approach

setting the variance expression from (ii) equal to 3838 gives a quadratic in rr; since r>1r > 1, only one root can be accepted.

20(18r2+15r−17)(3r+1)2=38\frac{20\left( 18r^{2} + 15r - 17 \right)}{(3r + 1)^{2}} = 38
360r2+300r−340=38(3r+1)2360r^{2} + 300r - 340 = 38(3r + 1)^{2}
360r2+300r−340=342r2+228r+38360r^{2} + 300r - 340 = 342r^{2} + 228r + 38
18r2+72r−378=018r^{2} + 72r - 378 = 0
r2+4r−21=0r^{2} + 4r - 21 = 0
(r+7)(r−3)=0(r + 7)(r - 3) = 0
r=−7 (rej. as r>1),  r=3r = - 7\ \left( \text{rej. as}\ r > 1 \right),\ \ r = 3
To check your answer: with r=3r = 3 there are 1+3+6=101 + 3 + 6 = 10 discs; enumerating all (102)=45\binom{10}{2} = 45 equally likely pairs of discs directly gives E(X)=7E(X) = 7 (matching 27(3)−113(3)+1=7010=7\frac{27(3) - 11}{3(3) + 1} = \frac{70}{10} = 7) and Var(X)=38Var(X) = 38. ✓

∴r=3\therefore r = 3.

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