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Question: Find probability of getting atleast 3 heads when 5 coins are tossed...

Find probability of getting atleast 3 heads when 5 coins are tossed

Answer

1/2

Explanation

Solution

To find the probability of getting at least 3 heads when 5 coins are tossed, we can use the binomial probability formula.

Let:

  • nn = number of trials (coin tosses) = 5
  • pp = probability of getting a head (success) = 1/2
  • qq = probability of getting a tail (failure) = 1 - p = 1/2

The probability of getting exactly rr heads in nn tosses is given by: P(X=r)=nCrprqnrP(X=r) = {}^nC_r * p^r * q^{n-r}

We need to find the probability of getting at least 3 heads, which means the number of heads can be 3, 4, or 5. So, P(at least 3 heads)=P(X=3)+P(X=4)+P(X=5)P(\text{at least 3 heads}) = P(X=3) + P(X=4) + P(X=5)

  1. Probability of getting exactly 3 heads (P(X=3)P(X=3)): P(X=3)=5C3(1/2)3(1/2)(53)P(X=3) = {}^5C_3 * (1/2)^3 * (1/2)^{(5-3)} P(X=3)=5C3(1/2)3(1/2)2P(X=3) = {}^5C_3 * (1/2)^3 * (1/2)^2 P(X=3)=5C3(1/2)5P(X=3) = {}^5C_3 * (1/2)^5 5C3=5!3!(53)!=5!3!2!=5×42×1=10{}^5C_3 = \dfrac{5!}{3!(5-3)!} = \dfrac{5!}{3!2!} = \dfrac{5 \times 4}{2 \times 1} = 10 P(X=3)=10(1/32)=10/32P(X=3) = 10 * (1/32) = 10/32

  2. Probability of getting exactly 4 heads (P(X=4)P(X=4)): P(X=4)=5C4(1/2)4(1/2)(54)P(X=4) = {}^5C_4 * (1/2)^4 * (1/2)^{(5-4)} P(X=4)=5C4(1/2)4(1/2)1P(X=4) = {}^5C_4 * (1/2)^4 * (1/2)^1 P(X=4)=5C4(1/2)5P(X=4) = {}^5C_4 * (1/2)^5 5C4=5!4!(54)!=5!4!1!=5{}^5C_4 = \dfrac{5!}{4!(5-4)!} = \dfrac{5!}{4!1!} = 5 P(X=4)=5(1/32)=5/32P(X=4) = 5 * (1/32) = 5/32

  3. Probability of getting exactly 5 heads (P(X=5)P(X=5)): P(X=5)=5C5(1/2)5(1/2)(55)P(X=5) = {}^5C_5 * (1/2)^5 * (1/2)^{(5-5)} P(X=5)=5C5(1/2)5(1/2)0P(X=5) = {}^5C_5 * (1/2)^5 * (1/2)^0 P(X=5)=5C5(1/2)5P(X=5) = {}^5C_5 * (1/2)^5 5C5=5!5!(55)!=5!5!0!=1{}^5C_5 = \dfrac{5!}{5!(5-5)!} = \dfrac{5!}{5!0!} = 1 P(X=5)=1(1/32)=1/32P(X=5) = 1 * (1/32) = 1/32

Now, sum these probabilities: P(at least 3 heads)=P(X=3)+P(X=4)+P(X=5)P(\text{at least 3 heads}) = P(X=3) + P(X=4) + P(X=5) P(at least 3 heads)=10/32+5/32+1/32P(\text{at least 3 heads}) = 10/32 + 5/32 + 1/32 P(at least 3 heads)=(10+5+1)/32P(\text{at least 3 heads}) = (10 + 5 + 1) / 32 P(at least 3 heads)=16/32P(\text{at least 3 heads}) = 16/32 P(at least 3 heads)=1/2P(\text{at least 3 heads}) = 1/2