hard · Volume Profile Analysis

In a 'GARCH' (Generalized Autoregressive Conditional Heteroskedasticity) model used for risk management, if the 'Alpha' coefficient (α₁) is high, how should the practitioner interpret a high-volume breakout from a Volume Profile balance zone?

1. The breakout is a 'Mean Reversion' signal because the volatility is 'Auto-Regressive'.
2. The Value Area will immediately thicken at the breakout point, lowering the 'Amihud' illiquidity ratio.
3. The 'Kyle' lambda will decrease, allowing for larger institutional 'Iceberg' fills.
4. The breakout is likely to lead to a sustained period of high volatility, requiring wider stops and lower position sizing.

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