A particular random sample of n observations can be used to calculate a sample mean. we can determine the characteristics of the distribution of means derived by other samples of the size n taken from the same populations without taking additional samples. this distribution is called the sampling distribution of the . it is centered on and has standard deviation equal to . the theorem that postulates that the distribution will tend to be normal is called the .