Value-at-Risk (VaR)
VaR is a quantile of a loss distribution. It marks where the tail starts and is silent about what happens beyond that point.
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Risk Forecast
“How likely is demand above capacity?” is a question about a region of the distribution. A point forecast has no way to answer it.