Abstract: In this paper, the density function of n-dimensional P-norm distribution is derived. Laplace, Normal, Rectangular and Degenerate ones are the specific case of one-dimensional P-norm distribution. Then three distributions that sampled from the P-norm distribution are defined, and their density functions are given.