Statistical validation of simulation models

Article Abstract:

The problem of validating a simulation model using statistical techniques is considered. Specifically, the Dutch Navy's naval mine hunting operation (HUNTOP) model for sonar searching at sea was validated via sensitivity analyses on a per module basis and for the model as a whole. The sensitivity analyses were carried out using experimental design theory, regression analysis and null-hypothesis tests of equal expectations for the simulated and real probabilities.

Operations research, Management science, Case studies, Statistical hypothesis testing

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Sensitivity analysis by experimental design and metamodelling: case study on simulation in national animal disease control

Article Abstract:

The behavior of a simulation model which supports animal disease control on a national level is discussed. The simulation model uses design of experimentation and regression remodeling.

Analysis, Control, Animals, Animal diseases

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Validation of regression metamodels in simulation: Bootstrap approach

Article Abstract:

A method for validating metamodels during linear regression in simulation is presented.

Product information, Science & research, Europe, Testing, Examinations, Test validity, Varieties

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