Abstract: A functional composition of the cumulative distribution function of one probability distribution with the inverse cumulative distribution function of another is called the transmutation map. In this talk we'll use quadratic rank transmutation map (QRTM) in order to generate a flexible family of probability distribution using extreme value distribution as base distribution by introducing a new parameter that would offer more distributional flexibility. It will be shown that the analytical results are applicable to model real world data.