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Updated: Sep 23, 2026

Predicting the Effectiveness of Population Replacement Strategy Using Mathematical Modeling
Published on: July 4, 2007
The perils of prediction
1Department of Psychiatry, Walter Reed Army Medical Center, Washington, DC 20012.
Abstract:
Predicting dangerousness is performed by the mental health expert in a variety of settings. Within the medical model the issue is usually imminent dangerousness with the focus on intervention, diagnosis, and possibly treatment. The prediction of future dangerousness, however, is typically an administrative or legal function. The practitioner should be aware of the differences and the consequences of each opinion. This article examines the controversy of future dangerousness and argues for a more thorough evaluation and a frank disclosure of the inevitable limitations of forecasting.
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Prediction Intervals
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y.
The...
