This paper challenges the question of existence and predictability underwriting cycles in U.S. property casualty insurance industry. Using an approach frequency domain, we demonstrate a hidden periodic component annual aggregated loss ratios. The data support cycle length 8–9 years. Going beyond previous research studying almost 30 years quarterly data, can improve forecasting performance by (d...