A comparison of methods for analyzing multivariate sensory data in designed experiments – a case study of salt reduction in liver paste

TY - JOUR

T1 - A comparison of methods for analyzing multivariate sensory data in designed experiments – a case study of salt reduction in liver paste

AU - Næs, Tormod

AU - Tomic, Oliver

AU - Greiff, Kirsti

AU - Thyholt, Kari

PY - 2014/4

Y1 - 2014/4

N2 - This paper presents a comparison of different methods for analyzing designed experiments. The methods used are based on PCA, PLS and ANOVA, used either separately or in combination. Special emphasis will be on how to obtain information about medium and less important factors in the presence of very dominating ones. It will be shown that this could be done by splitting the dataset in two. Our propositions will be illustrated on a data set obtained for studying the effect of salt reduction in liver paste.

AB - This paper presents a comparison of different methods for analyzing designed experiments. The methods used are based on PCA, PLS and ANOVA, used either separately or in combination. Special emphasis will be on how to obtain information about medium and less important factors in the presence of very dominating ones. It will be shown that this could be done by splitting the dataset in two. Our propositions will be illustrated on a data set obtained for studying the effect of salt reduction in liver paste.

U2 - 10.1016/j.foodqual.2013.11.002

DO - 10.1016/j.foodqual.2013.11.002

M3 - Journal article

SN - 0950-3293

VL - 33

SP - 64

EP - 73

JO - Food Quality and Preference

JF - Food Quality and Preference

ER -