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Question: probability of getting 7 heads out of n coins is equal to probability of getting 8 heads out of n co...

probability of getting 7 heads out of n coins is equal to probability of getting 8 heads out of n coins. Find probability of getting 3 heads out of these n coins

A

455/2^15

B

455/2^8

C

455/2^7

D

1/2^15

Answer

455/2^15

Explanation

Solution

Given that the probability of getting 7 heads out of nn coins is equal to the probability of getting 8 heads out of nn coins. For a fair coin, the probability of getting kk heads in nn tosses is given by the binomial probability formula: P(k heads)=(nk)pk(1p)nkP(k \text{ heads}) = \binom{n}{k} p^k (1-p)^{n-k} Assuming a fair coin, p=1/2p = 1/2, so P(k heads)=(nk)(1/2)k(1/2)nk=(nk)(1/2)nP(k \text{ heads}) = \binom{n}{k} (1/2)^k (1/2)^{n-k} = \binom{n}{k} (1/2)^n.

We are given: P(7 heads)=P(8 heads)P(7 \text{ heads}) = P(8 \text{ heads}) (n7)(1/2)n=(n8)(1/2)n\binom{n}{7} (1/2)^n = \binom{n}{8} (1/2)^n

Since (1/2)n(1/2)^n is a common factor and is non-zero, we can cancel it out: (n7)=(n8)\binom{n}{7} = \binom{n}{8}

Using the property of binomial coefficients that if (na)=(nb)\binom{n}{a} = \binom{n}{b} and aba \neq b, then n=a+bn = a+b. Here, a=7a=7 and b=8b=8. So, n=7+8=15n = 7 + 8 = 15.

Now we need to find the probability of getting 3 heads out of these n=15n=15 coins. P(3 heads)=(153)(1/2)15P(3 \text{ heads}) = \binom{15}{3} (1/2)^{15}

Calculate the binomial coefficient (153)\binom{15}{3}: (153)=15!3!(153)!=15!3!12!=15×14×133×2×1\binom{15}{3} = \frac{15!}{3!(15-3)!} = \frac{15!}{3!12!} = \frac{15 \times 14 \times 13}{3 \times 2 \times 1} (153)=153×142×13=5×7×13=455\binom{15}{3} = \frac{15}{3} \times \frac{14}{2} \times 13 = 5 \times 7 \times 13 = 455.

Therefore, the probability of getting 3 heads out of 15 coins is: P(3 heads)=455×(1/2)15=455215P(3 \text{ heads}) = 455 \times (1/2)^{15} = \frac{455}{2^{15}}.