The objectives of the work are twofold: (1) To provide insights into the relations of a RTD function between its mathematical formalism and its physical implications, or its practical application potential; (2) To demonstrate advantages of the statistical concept over the traditional mass-balance approach in deriving the RTD functions in systems consisting of idealized reactors in series, in parallel, or in a more complicated manner