The binomial distribution n=9 and p=1/3. what is the value of variance...
Binomial Distribution with n=9 and p=1/3
Definition of Binomial Distribution
Binomial distribution is a probability distribution that describes the number of successes in a fixed number of independent trials, with a constant probability of success. Each trial is either a success or a failure, and the probability of success is denoted by p.
Calculating Variance of Binomial Distribution
The variance of a binomial distribution can be calculated using the formula:
Var(X) = np(1-p)
Where:
- X = number of successes
- n = number of trials
- p = probability of success
- 1-p = probability of failure
Applying the Formula to n=9 and p=1/3
Using the formula, we can calculate the variance of the binomial distribution with n=9 and p=1/3:
Var(X) = (9)(1/3)(2/3) = 2
Interpretation of the Result
The variance of 2 means that the distribution of the number of successes in 9 trials with a probability of success of 1/3 is relatively spread out. This makes sense, as the probability of success is not very high, so there will likely be a range of possible outcomes.