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Model risk

The risk that the model behind a decision is itself wrong: assumptions do not hold, parameters were fitted, a formula is used outside the range where it works.

How to read the number

The more elaborate the construction, the more convincing its output looks and the harder it becomes to notice that the inputs were chosen arbitrarily.

When the metric lies

Also known as: modelling error risk

Related terms