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Worked solution

A specified success position and a remaining tail

Customers at a supermarket pay for their purchases either by cash or credit card. The probability of a randomly chosen customer paying by credit card is 0.3. Find the probability that, on a randomly chosen day, there are more than 6 customers among the first 20 customers who pay by credit card and the fifth customer is the second customer who does so.

[2006/ACJC/II/10(i)]

CJC · Discussion · Question 2

Answer

0.05980.0598 (3 s.f.).

Split the customers

Let X count credit-card payments among the first 4 customers, so X∼B(4,0.3)X\sim B(4,0.3). Let Y count credit-card payments among the last 15 customers, so Y∼B(15,0.3)Y\sim B(15,0.3). For the fifth customer to be the second credit-card payer, the first four must contain exactly one success and the fifth must be a success. There are then two successes among the first five, so more than six in total requires Y>4. Under the independent-payment model, the required probability is P(X=1)(0.3)P(Y>4)=P(X=1)(0.3)[1−P(Y≤4)]=0.059827164…P(X=1)(0.3)P(Y>4)=P(X=1)(0.3)[1-P(Y\leq4)]=0.059827164\ldots, giving 0.0598 (3 s.f.).

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Common mistakes

The event is a joint event, not a conditional probability; the fifth customer contributes a separate factor 0.3.

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