1. A method of estimating expected random coincidence data during a PET scan, the method comprising: scanning a subject using a PET scanner to obtain coincidence event data from a plurality of scintillation crystals; compressing the coincidence event data, thereby generating compressed coincidence event data; processing the compressed coincidence event data using an iterative algorithm to estimate singles data; and calculating the expected random coincidence data using the estimate singles data.