Stochastic time change of volatility is brought into the normal tempered stable process.
Construct stochastic volatility tempered stable model to capture leptokurtosis and heteroskedasticity.
Fourier-cosine technique is employed to compute American option.
Propose improved Particle Swarm optimization algorithm for model calibration.