Inventory change, capacity utilization and the semiconductor industry cycle

► The relationship between inventory change and the industry cycle is examined. ► The nonlinear, two-state, trivariate, Markov regime-switching model is proposed. ► Out-of-sample forecasts is provided. ► Interesting stories of dynamics within the industry are found. ► The production-smoothing theory is superior to the stockout-avoidance theory.