Stochastic Variational Inference for GARCH Models

Hanwen Xuan, Luca Maestrini, Feng Chen +1

Stochastic variational inference algorithms are derived for fitting various heteroskedastic time series models. We examine Gaussian, t, and skew-t response GARCH models and fit the…