The risk function is a mathematical representation that quantifies the expected loss associated with a particular decision or action under uncertainty. It connects decision-making processes with loss functions by integrating the probabilities of different outcomes with their respective losses, allowing for the evaluation of the performance of statistical estimators or decisions. By analyzing the risk function, one can identify optimal strategies that minimize expected losses, which is crucial in making informed choices under uncertainty.
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