Moments for the normal, Wishart and beta-type distributions are presented. A number of relations involving the trace function are also considered due to their connection to spectral moments of random matrices. For a couple of specific relations, the technique of obtaining the results is described in detail. The majority of the results are presented for real-valued matrices, but complex-valued matrices are occasionally also treated.