simple_rs implements a random sampling procedure in which units are independently sampled. Because units are sampled independently, the number of units that are sampled can vary from sample to sample. For most applications in which the number of units in the sampling frame is known in advance, complete_rs is better because the number of units sampled is fixed across sampled.