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2022 A-Level · Paper 2 · Question 9

2022 H2 Maths Paper 2, Question 9

Probability 10 marks Conditional Probability
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Part (a)

2 marks

Approach

From the diagram, the counter makes exactly 55 moves in total from SS to a top endpoint: the first move (from SS to LL or RR) is equally likely either way, and each of the remaining 44 moves independently goes left with probability pp or right with probability qq. Tracking net horizontal displacement (each left move −1- 1, each right move +1\text{+}1), the six endpoints A,…,FA,\ldots,F correspond to the six possible totals −5,−3,−1,1,3,5- 5, - 3, - 1,1,3,5, with BB (second from the left) corresponding to a total of −3- 3. There are exactly two ways to reach a total of −3- 3, and we find the probability of each.

Route 1: first move left, then exactly 11 right move among the remaining 44 (net −2- 2 over those 44, combined with the first move’s −1- 1, giving −3- 3). There are (41)=4\binom{4}{1} = 4 ways to place the right move among the 44 moves:

P(Route 1)=12×(41)p3q=2p3qP\left( \text{Route 1} \right) = \frac{1}{2} \times \binom{4}{1}p^{3}q = 2p^{3}q

Route 2: first move right, then all 44 remaining moves left (net +1−4=−3\text{+}1 - 4 = - 3):

P(Route 2)=12×p4=12p4P\left( \text{Route 2} \right) = \frac{1}{2} \times p^{4} = \frac{1}{2}p^{4}

Since these are the only two ways to reach BB, and they are mutually exclusive,

P(arrives at B)=2p3q+12p4  (shown)P\left( \text{arrives at }B \right) = 2p^{3}q + \frac{1}{2}p^{4}\ \ \left( \text{shown} \right)
To check your answer: summing P(arrives at each endpoint)P\left( \text{arrives at each endpoint} \right) by the same method for every one of A,…,FA,\ldots,F gives p4+4p3q+6p2q2+4pq3+q4=(p+q)4=1p^{4} + 4p^{3}q + 6p^{2}q^{2} + 4pq^{3} + q^{4} = (p + q)^{4} = 1, since p+q=1p + q = 1, confirming all six probabilities are correctly accounted for. ✓

∴\therefore P(arrives at B)=2p3q+12p4P\left( \text{arrives at }B \right) = 2p^{3}q + \frac{1}{2}p^{4} (shown).

Part (b)

4 marks

Approach

There are 55 distinct routes from SS to BB: the 44 routes of “Route 1” type from part (a), each with probability 12p3q\frac{1}{2}p^{3}q, and the 11 route of “Route 2” type, with probability 12p4\frac{1}{2}p^{4}. Since Jon’s and Kath’s counters move independently, we sum, over each of the 55 routes, the probability that both take that specific route, then divide by P(both at B)P\left( \text{both at }B \right).

P(same route∣both at B)=P(same route and both at B)P(both at B)P\left( \text{same route} \mid \text{both at }B \right) = \frac{P\left( \text{same route and both at }B \right)}{P\left( \text{both at }B \right)}

Since each player’s route is chosen independently, the probability both take one specific route is the square of that route’s probability:

P(same route and both at B)P\left( \text{same route and both at }B \right)
=4×(12p3q)2+(12p4)2= 4 \times \left( \frac{1}{2}p^{3}q \right)^{2} + \left( \frac{1}{2}p^{4} \right)^{2}
=p6q2+14p8= p^{6}q^{2} + \frac{1}{4}p^{8}

Since Jon’s and Kath’s counters are independent, P(both at B)=P(B)2P\left( \text{both at }B \right) = P(B)^{2}:

P(both at B)=(2p3q+12p4)2P\left( \text{both at }B \right) = \left( 2p^{3}q + \frac{1}{2}p^{4} \right)^{2}
=[12p3(4q+p)]2= \left\lbrack \frac{1}{2}p^{3}(4q + p) \right\rbrack^{2}
=14p6(4q+p)2= \frac{1}{4}p^{6}(4q + p)^{2}

So:

P(same route∣both at B)=p6q2+14p814p6(4q+p)2P\left( \text{same route} \mid \text{both at }B \right) = \frac{p^{6}q^{2} + \frac{1}{4}p^{8}}{\frac{1}{4}p^{6}(4q + p)^{2}}
=4q2+p2(4q+p)2= \frac{4q^{2} + p^{2}}{(4q + p)^{2}}

Substituting q=1−pq = 1 - p:

4q+p=4(1−p)+p=4−3p4q + p = 4(1 - p) + p = 4 - 3p
4q2+p2=4(1−p)2+p2=5p2−8p+44q^{2} + p^{2} = 4(1 - p)^{2} + p^{2} = 5p^{2} - 8p + 4
To check your answer: at p=q=12p = q = \frac{1}{2}, 4q2+p2(4q+p)2=1+14(2+12)2=5/425/4=15\frac{4q^{2} + p^{2}}{(4q + p)^{2}} = \frac{1 + \frac{1}{4}}{\left( 2 + \frac{1}{2} \right)^{2}} = \frac{5/4}{25/4} = \frac{1}{5}, a valid probability strictly between 00 and 11. ✓

∴\therefore P(same route∣both at B)=5p2−8p+4(4−3p)2P\left( \text{same route} \mid \text{both at }B \right) = \frac{5p^{2} - 8p + 4}{(4 - 3p)^{2}}.

Part (c)

4 marks

By the same method as (a), CC (third from the left) corresponds to a net displacement of −1- 1, reached either by first move left with 22 right moves among the remaining 44, or first move right with 11 right move among the remaining 44:

P(arrives at C)=12(42)p2q2+12(41)p3q=3p2q2+2p3qP\left( \text{arrives at }C \right) = \frac{1}{2}\binom{4}{2}p^{2}q^{2} + \frac{1}{2}\binom{4}{1}p^{3}q = 3p^{2}q^{2} + 2p^{3}q

Setting P(B)=P(C)P(B) = P(C):

2p3q+12p4=3p2q2+2p3q2p^{3}q + \frac{1}{2}p^{4} = 3p^{2}q^{2} + 2p^{3}q
⇒12p4=3p2q2\Rightarrow \frac{1}{2}p^{4} = 3p^{2}q^{2}

Dividing both sides by p2p^{2} (since p≠0p \neq 0),

12p2=3q2\frac{1}{2}p^{2} = 3q^{2}
⇒p2=6q2\Rightarrow p^{2} = 6q^{2}

Since p,q>0p,q > 0, taking the positive square root,

p=6 qp = \sqrt{6}\, q

Substituting into p+q=1p + q = 1:

6 q+q=1\sqrt{6}\, q + q = 1
⇒q(6+1)=1\Rightarrow q\left( \sqrt{6} + 1 \right) = 1
⇒q=16+1=6−15\Rightarrow q = \frac{1}{\sqrt{6} + 1} = \frac{\sqrt{6} - 1}{5}
p=6 q=6−65p = \sqrt{6}\, q = \frac{6 - \sqrt{6}}{5}
To check your answer: p=6−65≈0.7101p = \frac{6 - \sqrt{6}}{5} \approx 0.7101 and q=6−15≈0.2899q = \frac{\sqrt{6} - 1}{5} \approx 0.2899, and p+q≈1p + q \approx 1. ✓ Substituting back, P(B)≈0.3347P(B) \approx 0.3347 and P(C)≈0.3347P(C) \approx 0.3347, which match. ✓

∴\therefore p=6−65p = \frac{6 - \sqrt{6}}{5}.

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