Journal of the American Oil Chemists Society · 1985 · 59 citations · 15 references
AgricultureFood ScienceNutritional SciencesFood AnalysisFood ChemistryHuman NutritionChemical Composition AnalysisFatty Acid ChemistryFood CompositionLipid AnalysisAnalytical Food CompositionBinary MixturesEdible Oil AnalysisFood Component QuantificationLipid Content AnalysisOil Composition AnalysisWeighted Least SquaresWeighted Least Squares Estimation
Abstract The fatty acid, sterol and tocopherol contents of edible oils were used to determine the composition of oil mixtures by means of a weighted least squares estimator with backwards elimination. The model was tested on 93 samples containing known amounts of sunflowerseed oil, groundnut oil, soybean oil, cottonseed oil, maize oil, olive oil and palm oil. Of these samples 75 were binary mixtures, seven were ternary mixtures, one contained seven oils and 10 were pure oils. Satisfactory results were obtained with 79 of the 93 samples (85%). The differences between the actual and estimated concentrations of the main components were greater than 2.7 times the standard error for six samples; the mean of the absolute differences was 4.7% for all 93 samples. The use of this model is considered superior to the matching of a fatty acid composition, but the model still needs a lot of development.
15
Technometrics · 2005 · 18.1K citations
Business, Biostatistics, Mathematics +17
Bailey's industrial oil and fat products
Food and Cosmetics Toxicology · 1980 · 455 citations