Statistical sample ($(X_1,\dots ,X_n)$)

A collection of observed random variables used to infer a statistical model or its parameters. A common assumption is that the observations are independent and identically distributed random variables; dependence must otherwise be included in the model. Its randomness induces the sampling distribution of a statistic.