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Question: What is the probability of getting fewer than 2 successes in 6 trials if the success probability is ...

What is the probability of getting fewer than 2 successes in 6 trials if the success probability is 0.5?

A

0.016

B

0.109

C

0.234

D

0.344

Answer

0.109

Explanation

Solution

The problem describes a binomial distribution scenario.

1. Identify the parameters:

  • Number of trials (nn) = 6
  • Probability of success (pp) = 0.5
  • Probability of failure (q=1pq = 1 - p) = 1 - 0.5 = 0.5

2. Determine the required events: We need to find the probability of getting fewer than 2 successes. This means the number of successes (XX) can be 0 or 1. So, we need to calculate P(X<2)=P(X=0)+P(X=1)P(X < 2) = P(X=0) + P(X=1).

3. Apply the binomial probability formula: The probability mass function for a binomial distribution is given by: P(X=k)=(nk)pkqnkP(X=k) = \binom{n}{k} p^k q^{n-k}

  • For P(X=0)P(X=0): P(X=0)=(60)(0.5)0(0.5)60P(X=0) = \binom{6}{0} (0.5)^0 (0.5)^{6-0} P(X=0)=1×1×(0.5)6P(X=0) = 1 \times 1 \times (0.5)^6 P(X=0)=(0.5)6=164P(X=0) = (0.5)^6 = \frac{1}{64} P(X=0)=0.015625P(X=0) = 0.015625

  • For P(X=1)P(X=1): P(X=1)=(61)(0.5)1(0.5)61P(X=1) = \binom{6}{1} (0.5)^1 (0.5)^{6-1} P(X=1)=6×(0.5)1×(0.5)5P(X=1) = 6 \times (0.5)^1 \times (0.5)^5 P(X=1)=6×(0.5)6P(X=1) = 6 \times (0.5)^6 P(X=1)=6×164=664=332P(X=1) = 6 \times \frac{1}{64} = \frac{6}{64} = \frac{3}{32} P(X=1)=0.09375P(X=1) = 0.09375

4. Sum the probabilities: P(X<2)=P(X=0)+P(X=1)P(X < 2) = P(X=0) + P(X=1) P(X<2)=0.015625+0.09375P(X < 2) = 0.015625 + 0.09375 P(X<2)=0.109375P(X < 2) = 0.109375

5. Compare with the given options: The calculated probability 0.1093750.109375 is approximately 0.1090.109.