De Blasis, Riccardo - In: Financial innovation : FIN 9 (2023) 1, pp. 1-16
We address the calibration issues of the weighted-indexed semi-Markov chain (WISMC) model applied to high-frequency financial data. Specifically, we propose to automate the discretization of the price returns and the volatility index by using four different approaches, two based on statistical...