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Design selection, data collection, response surface modeling, rotated principal components analysis and the use of both desirability and distance functions to identify ingredient level combinations that meet the product development objectives will be discussed in detail using the data analyses from this project.
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By using the data analysed in this paper, one can thus only cover a third of the observedbehaviour.
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JMP ver. 12 software (SAS Institute, Cary, NC) was used for the data analyses.
SPSS version 24.0 (SPSS Inc., Chicago, Illinois, USA) was used in the data analyses.
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