independent identically distributed (IID) random variables probability distribution statistical inference estimation theory random sample random vector column vector population sample estimation
Consider independent identically distributed (IID) random variables with a given probability distribution: standard statistical inference and estimation theory defines a random sample as the random vector given by the column vector of these IID variables. The population being examined is described by a probability distribution that may have unknown parameters.
