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Mixture experiments in R using mixexp
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نویسنده
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lawson j. ,willden c.
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منبع
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journal of statistical software - 2016 - دوره : 72 - شماره : 0
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چکیده
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This article discusses the design and analysis of mixture experiments with r and illustrates the use of the recent package mixexp. this package provides functions for creating mixture designs composed of extreme vertices and edge and face centroids in constrained mixture regions where components are subject to upper,lower and linear constraints. these designs cannot be created by other r packages. mixexp also provides functions for graphical display of models fit to data from mixture experiments that cannot be created with other r packages. © 2016,american statistical association. all rights reserved.
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کلیدواژه
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Constrained mixture experiments; Contour plot; D-optimality; Effect plot; Extreme vertices design; Simplex centroid design; Simplex lattice design
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آدرس
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department of statistics brigham,young university,provo,ut, United States, w. l. gore and associates,newark,de, United States
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Authors
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