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Hi! I don't know what you mean by using a dummy variable for risk. If you plan to estimate an ARCH-model, you should start by analyzing whether the residual in the mean function has conditional heteroscedasticity. Square the residuals and use the sample auto and sample partial autocorrelationfunction for diagnostics.