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El diseno de experimentos desempena un papel importante dentro del campo de diseno y optimizacion de procesos y productos, particularmente en areas de manufactura y mejora continua. Dentro del diseno de experimentos existen multiples areas, una de ellas es el diseno robusto. El diseno parametrico robusto es un principio que enfatiza la correcta seleccion de niveles de factores de "control," que hacen al producto robusto a la variabilidad introducida por otro grupo de factores llamados factores de "ruido." Este libro se enfoca en realizar un estudio comparativo entre dos metodologias conocidas...

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...