Reality-check for Econophysics: Likelihood-based fitting of physics-inspired market models to empirical data. (arXiv:1803.03861v1 [cs.CE])

The statistical description and modeling of volatility plays a prominent role in econometrics, risk management and finance. GARCH and stochastic volatility models have been extensively studied and are routinely fitted to market data, albeit providing a phenomenological description only.