Media platforms typically operate in a two-sided market, where advertising space serves as a major source of revenues …. However, advertising volumes are highly volatile over time and characterized by cyclical behavior. Firms' marketing … forecast the demand for advertising space in their future issues. We use structural time series analysis to predict advertising …