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Suppose that a biased coin that lands on heads with probability pis flipped 10times. Given that a total of 6heads results, find the conditional probability that the first 3outcomes are

(a) h,t,t(meaning that the first flip results in heads, the second is tails, and the third in tails);

(b)t,h,t.

Short Answer

Expert verified

The conditional probability that the first 3outcomes are h,t,tis 110.

The conditional probability that the first 3outcomes are t,h,tis localid="1646454608584" 110.

Step by step solution

01

Given Information (Part-a)

From the information, observe that a biased coin that lands on heads with probability pis flipped 10 times.

Number of times a coin is tossed,n=10

Number heads,h=6

A biased coin that lands on heads with probability isP.

Let Xdenote getting outcome.

Here, the random variable Xfollows a binomial distribution with probability of success pand the number of trials 10.

The probability mass function of binomial distribution can be defined as,

P(X=h)=10Chph(1-p)10-h

02

Solution of the Problem (Part-a)

Calculate the conditional probability that the first 3outcomes are h,t,t.

That is find role="math" localid="1646455807425" P(h,t,t\6h).

P(h,t,t∣6h)=P(h,t,t∩6h)P(6h)

=P(h,t,t)P(5heads occur in the last7trials)P(6h)

=p×(1−p)×(1−p)×7C5p5(1−p)210C6p6(1−p)4

We get,

=7C510C6

=110

03

Final Answer (Part-a)

Therefore, the conditional probability that the first 3 outcomes are h,t,t is110.

04

Given Information (Part-b)

Observing that a biased coin that lands on heads with probability is flipped times from the information is flipped 10times.

Number of times a coin is tossed,n=10

Number heads, h=6

A biased coin that lands on heads with probability is p.

Let Xdenotes getting outcome.

Here, the random variable Xfollows a binomial distribution with probability of success pand the number of trials 10.

The probability mass function of binomial distribution can be defined as,

P(X=h)=10Chph(1-p)10-h

05

Solution of the problem (Part-b)

Find the conditional probability that the first 3outcomes aret,h,t.

That is find P(t,h,t∣6h)

P(t,h,t∣6h)=P(t,h,t∩6h)P(6h)

=P(t,h,t)×P(5heads occur in the last7trials)P(6h)

=(1−p)×p×(1−p)×7C5p3(1−p)210C6p6(1−p)4

We get,

=7C510C6

=110

06

Final Answer (Part-b)

Therefore, the conditional probability that the first3outcomes are t,h,t is110.

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