The lag operator is a mathematical tool used in time series analysis to shift a data series back by a specified number of periods, facilitating the modeling of temporal dependencies and autocorrelations. It is essential in autoregressive models and helps in understanding the dynamic behavior of economic, financial, and other sequential data.