Probability of at Least 2 Heads and 2 Tails in 5 Independent Coin Flips

In summary, the probability of at least two heads among the first three flips and at least two tails among the last three flips can be calculated by assuming the middle flip as either heads or tails. The probability of getting at least one head in the first two flips and at least two tails in the last two flips is multiplied, and the probability of getting two heads in the first two flips and one tail in the last two flips is also multiplied. These two probabilities are then added together to get the overall probability.
  • #1
loli12
There are 5 independent fair coin flips made,
What is the probabiltiy that at least two heads among the first 3 flips and at least two tails among the last three flips?

Except writing down all the possibilities, is there any other way to figure this out?
 
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  • #2
First think of it as two separate problems. What is the probability of "at least 2 heads in 3 flips"? What is the probability of "at least 2 tails in 3 flips"?

One thing to be careful about: the middle (third) flip is common to both!

I would do it this way:
a. Assume the middle flip is heads. What is the probability of getting "at least 1 head in the first 2 flips" (the middle head then gives you 2). Since the middle flip is heads you now need to answer "what is the probability of getting at least 2 tails in 2 flips". Since they must both happen, and are independent, multiply the probabilities.

b. Assume the middle flip is tails. Now, to get 2 heads in the first 3 flips, you must get 2 heads in the first 2 flips. What is that probabilty? Since the middle flip is tails you also must find the probability of getting 1 tail in the last two flips. Again, multiply those. (Because of the symmetry, don't be surprised if you get the same answer as in a.)

Since either a or b must happen, and they are mutually exclusive, the probability you want is the sum of those two.
 
  • #3
thanks a lot!
this is a much better method!
I have never thought of setting the third flip to be a set outcome..
Thanks!
 

FAQ: Probability of at Least 2 Heads and 2 Tails in 5 Independent Coin Flips

What is the probability of getting at least 2 heads and 2 tails in 5 independent coin flips?

The probability of getting at least 2 heads and 2 tails in 5 independent coin flips is 0.65625 or 65.625%. This means that out of all possible outcomes, there is a 65.625% chance that you will get at least 2 heads and 2 tails in 5 coin flips.

How is this probability calculated?

This probability is calculated using the binomial distribution formula: P(X>=k) = 1 - Σ (n choose i) * p^i * (1-p)^(n-i) where n is the number of trials (in this case, 5), k is the minimum number of successes (in this case, 2 heads and 2 tails), and p is the probability of success (in this case, 0.5 for a fair coin).

Can you provide an example of how this probability is calculated?

For example, let's say you want to find the probability of getting at least 2 heads and 2 tails in 5 coin flips. Plugging in n=5, k=2, and p=0.5 into the binomial distribution formula, we get P(X>=2) = 1 - [(5 choose 0)*0.5^0*(1-0.5)^5 + (5 choose 1)*0.5^1*(1-0.5)^4] = 0.65625 or 65.625%.

Does the order of the coin flips matter in this probability calculation?

No, the order of the coin flips does not matter in this probability calculation. As long as you get at least 2 heads and 2 tails in 5 coin flips, the outcome is considered a success.

What are the implications of this probability in real life?

This probability can be used in various real-life situations, such as predicting the outcome of a series of coin tosses, determining the likelihood of achieving a certain number of successes in a certain number of trials, or understanding the probability of getting a balanced result in a game of chance. It can also be applied in fields such as statistics, economics, and finance to make informed decisions and predictions based on probability.

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