what is a standardized residuals how is the volatility estimate performed? how to estimate innovation and volatility which type of model is used to estimate volatility how to use the standardized residual of the gardh model what type of model estimates the volatility of an innovation process? when do i use standardized residuals for volatility how does a ghd estimate volatility how to do a joint estimate of a volatility model what is the model of innovation process how to predict variability for a model which is better generalized hyperbolic or gamma-specific? how do i calculate volatility of an innovation process what is model for the innovation process which type of model uses a linear distribution of a generalized hyperbolic distribution? is a generalized hyperbolic distribution more accurate than a generalized hyperbolic distribution? what is typical ml for volatility in a natro? how to estimate ml what is an example of a joint model how to estimate volatility from the innovation process