The random variable with fuzzy probability caused by fuzziness of probabili
ty density function was studied. The basic concepts/definitions and calcula
ting methods of the interval/fuzzy probability density function, the random
variable with fuzzy density function (RVFDF) and its distribution function
, mathematical expectation and variance are given and same theorems related
to the RVFDF are proved.