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Calculate the probability of getting 12 heads in 20 attempts from a fair coin. 0.120 0.240 0.280 0.301

Question

Calculate the probability of getting 12 heads in 20 attempts from a fair coin.

  • Options:
    • 0.120
    • 0.240
    • 0.280
    • 0.301
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Solution

To calculate the probability of getting 12 heads in 20 attempts from a fair coin, we can use the binomial probability formula, which is:

P(X=k) = C(n, k) * (p^k) * ((1-p)^(n-k))

where:

  • P(X=k) is the probability of k successes in n trials
  • C(n, k) is the combination of n items taken k at a time
  • p is the probability of success on a single trial (0.5 for a fair coin)
  • n is the number of trials (20 in this case)
  • k is the number of successes we want (12 in this case)

Step 1: Calculate C(n, k) C(20, 12) = 20! / [(20-12)! * 12!] = 125970

Step 2: Calculate p^k (0.5)^12 = 0.000244140625

Step 3: Calculate (1-p)^(n-k) (0.5)^(20-12) = 0.00390625

Step 4: Multiply the results of steps 1, 2, and 3 to get the final probability P(X=12) = 125970 * 0.000244140625 * 0.00390625 = 0.120134354

So, the probability of getting 12 heads in 20 attempts from a fair coin is approximately 0.120.

This problem has been solved

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