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At the conclusion of Operation Desert Storm, the
Department of Defense (DoD) recognized Battle Damage
Assessment (BDA) as the major failure within the
intelligence community. Battle Damage Assessment is
a critical component of combat operations that
determines the level of damage inflicted on a
target.
BDA is currently simulated in the Combined Arms and
Support Task Force Evaluation Model (CASTFOREM),
which is a high resolution, stochastic simulation
system used by Army to conduct analysis of tactical
operations. The current algorithm employed by
CASTFOREM to simulate BDA is a...

This book presents a new augmentation method to eliminate the multicollinearity in datasets that contain several correlated predictor variables. The objective in mind is to reduce the estimation error of the regression coefficients. The main contribution of this work consists in offering a new alternative to eliminate multicollinearity in datasets by using small runs which are added in a sequential manner. The algorithm proposed will indicate the point in which the augmentations have sufficiently contributed to find the true regression model. The procedure is based on addition of new...