Statistical Techniques for Simulation Model Validation

Award Information
Agency:
Department of Defense
Branch
Army
Amount:
$69,997.00
Award Year:
1996
Program:
SBIR
Phase:
Phase I
Contract:
n/a
Award Id:
32907
Agency Tracking Number:
32907
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
3046A Berkmar Drive, Charlottesville, VA, 22901
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
n/a
Principal Investigator:
B. Eugene Parker, Jr.
(804) 973-1215
Business Contact:
() -
Research Institution:
n/a
Abstract
Statistically sound approaches to making interfrences regarding simulation model validation, rather than reliance upon subjective appeal, are needed. Fundamentally, the question of interest is whether a model reflects reality to the required degree of accuracy. The utility (and hence validity) of a simulation model relies on how well it captures those aspects of the phenonmenon under study that are relevant application of the simulation. For this reason, procedures for validating simulation models must be developed in a context specific to the properties of the phenomena intended to be capptured by the model. The work proposed herein is concerned with the development of multivariate, nonparametric statistical techniques for validation of simulation models. In particular, we will consider situations in which one or more empirical realizations (i.e., time series) of the phenomena to be modeled are availabble, as well as one or more realizations produced by the simulation model. Given two such sets of time series, we wish to determine whether the simulated series accurately capture the behavior of the empirical series. That is, we wish to perform a test of homogeneity. Two general statistical approaches to this problem will be considered: nonparametric homogeneity testing and change point detection.

* information listed above is at the time of submission.

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