Theoretical results for the mean and standard deviation of a sample proportion
Let’s start with a Bernoulli random variable which a binary random variable
By the definition of expected value in Investigation B:
Similarly,
Now consider a binomial random variable, Y ~ Bin(n,
)
which can be written as the sum of n Bernoulli random variables. Using
some “random variable algebra”:
And