A coin with probability for head as is tossed 100 times. The standard ...
Solution:
Given,
- The probability of getting a head is p.
- The coin is tossed 100 times.
To find:
- The standard deviation of the number of heads turned up.
Formula used:
- The standard deviation of a binomial distribution is √(npq), where n is the number of trials, p is the probability of success, and q is the probability of failure.
Calculation:
- Here, n = 100 and p = probability of getting a head.
- q = 1 - p (probability of getting a tail)
- Therefore, mean = np = 100p
Using the formula for standard deviation, we get:
Standard deviation = √(npq)
= √(100pq)
= √(100p(1-p))
= 10√(p(1-p))
Answer:
The standard deviation of the number of heads turned up is 10√(p(1-p)).
Explanation:
- The standard deviation is a measure of the spread of the data around the mean.
- In this case, the binomial distribution gives the number of heads turned up in 100 tosses of the coin.
- The formula for standard deviation of a binomial distribution is used to calculate the standard deviation.
- The standard deviation depends on the probability of getting a head and the number of trials.
- As the number of trials increases, the standard deviation decreases.
- Similarly, as the probability of getting a head increases, the standard deviation decreases.
- The formula for standard deviation of a binomial distribution is used in many areas, such as quality control, finance, and medical research.
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