Methodology and implementation details of ARIMA model-based seasonal adjustment are presented, with key features illustrated with the simplest formulas that provide concrete representations of the method devoloped by Tiao and Hillmer (1978) and Hillmer and Tiao (1982), with important implementation contributions by Burman (1980), Gómez and Maravall (1996) and others.