State-dependent jump risks for American gold futures option pricing

•We model the gold futures price through a regime-switching jump-diffusion model.•The model captures the leptokurtic returns, jump intensity switching and clustering.•The risk-neutral gold futures price dynamics are derived under different jump risks.•We evaluate American gold futures options using the least-squares Monte Carlo method.•Empirical results show the importance of incorporating state-dependent jump risks.