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Hi David, I am so confused. Why do non-parametric methods work for VaR if they do not make distributional assumptions? Isn't VaR premised on the mean-variance framework that assumes normality? Do non-parametric methods work for VaR estimation because of CLT? Please help!! Thanks in advance