Browsing NOFIMA vitenarkiv by Author "Næs, Tormod"
Now showing items 1-20 of 49
-
A comparison of generalised procrustes analysis and multiple factor analysis for projective mapping data
Tomic, Oliver; Berget, Ingunn; Næs, Tormod (Peer reviewed; Journal article, 2015)Generalised procrustes analysis and multiple factor analysis are multivariate statistical methods that belong to the family of multiblock methods. Both methods are often used for analysis of data from projective mapping ... -
A comparison of methods for analyzing multivariate sensory data in designed experiments - A case study of salt reduction in liver paste
Næs, Tormod; Tomic, Oliver; Greiff, Kirsti; Thyholt, Kari (Peer reviewed; Journal article, 2014)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 ... -
A comparison of two new take-away strategies and their relation to rating and ranking of extrinsic properties of dry cured ham
Næs, Tormod; Monteleone, Erminio; Segtnan, Anne; Hersleth, Margrethe (Peer reviewed; Journal article, 2013)This paper is a study of the relationship between rating, ranking and take-away choices of dry cured ham. Extrinsic attributes related to country of origin, ageing time and price are considered and we study average population ... -
A discussion of recent methodologies for combining sensory and extrinsic product properties in consumer studies
Asioli, Daniele; Varela, Paula; Hersleth, Margrethe; Almli, Valerie Lengard; Olsen, Nina Veflen; Næs, Tormod (Journal article, 2016)Understanding the interaction of sensory and extrinsic product attributes in consumer preferences has been identified as one of the key pillars for raising the likelihood of food products’ success in the market. Over the ... -
A similarity index for comparing coupled matrices
Indahl, Ulf Geir; Næs, Tormod; Liland, Kristian Hovde (Journal article; Peer reviewed, 2018) -
Application of sequential and orthogonalised-partial least squares (SO-PLS) regression to predict sensory properties of Cabernet Sauvignon wines from grape chemical composition
Niimi, Jun; Tomic, Oliver; Næs, Tormod; Jeffery, David; Bastian, Susan E.P.; Boss, Paul K. (Journal article; Peer reviewed, 2018) -
Combining analysis of variance and three-way factor analysis methods for studying additive and multiplicative effects in sensory panel data
Romano, Rosaria; Næs, Tormod; Brockhoff, Per Bruun (Peer reviewed; Journal article, 2015)Data from descriptive sensory analysis are essentially three-way data with assessors, samples and attributes as the three ways in the data set. Because of this, there are several ways that the data can be analysed. The ... -
Combining analysis of variance and three-way factor analysis methods for studying additive and multiplicative effects in sensory panel data
Romano, Rosaria; Næs, Tormod; Brockhoff, Per Bruun (Peer reviewed; Journal article, 2015)Data from descriptive sensory analysis are essentially three-way data with assessors, samples and attributes as the three ways in the data set. Because of this, there are several ways that the data can be analysed. The ... -
Common and distinct components in data fusion
Smilde, Age K.; Måge, Ingrid; Næs, Tormod; Hankemeier, Thomas; Lips, Miriam B.; Kiers, Henk A. L.; Acar, Evrim; Bro, Rasmus (Journal article; Peer reviewed, 2017)In many areas of science, multiple sets of data are collected pertaining to the same system. Examples are food products that are characterized by different sets of variables, bioprocesses that are online sampled with ... -
Comparison of different clustering methods for investigating individual differences using choice experiments
Asioli, Daniele; Berget, Ingunn; Næs, Tormod (Journal article; Peer reviewed, 2018) -
Comparison of pivot profile© to frequency of attribute citation: Analysis of complex products with trained assessors
Brand, Jeanne; Valentin, Dominique; Kidd, Martin; Vivier, Melane A.; Næs, Tormod; Nieuwoudt, Helene H. (Peer reviewed; Journal article, 2020)Pivot© profile (PP), a method which compares samples to a reference (pivot), has shown profiling potential for complex matrices. However, various aspects require further investigation. This study’s aim was to compare PP ... -
Confidence ellipsoids for ASCA models based on multivariate regression theory
Liland, Kristian Hovde; Smilde, Age K.; Marini, Federico; Næs, Tormod (Journal article; Peer reviewed, 2018) -
Development of enzyme cocktails for complete saccharification of chitin using mono-component enzymes from Serratia marcescens
Mekasha, Sophanit; Byman, Ida Roksvåg; Lynch, Catherine; Toupalová, Hana; Andera, Ladislav; Næs, Tormod; Vaaje-Kolstad, Gustav; Eijsink, Vincentius Gerardus Henricus (Peer reviewed; Journal article, 2017)One potential strategy for biorefining of chitin-rich biomass entails enzymatic saccharification, which, so far, has been scarcely explored. Here, saccharification of chitin was explored using response surface methodology ... -
Different liking but similar healthiness perceptions of rye bread among younger and older consumers in Sweden
Sandvik, Pernilla; Nydahl, Margaretha; Marklinder, Ingela; Næs, Tormod; Kihlberg, Iwona (Journal article; Peer reviewed, 2017)Rye breads, especially those with a chewy texture and sour flavor, have shown several health benefits but their consumption is lower among younger consumers than older. This study explores liking of commercial rye bread ... -
Effects of evoked meal contexts on consumers’ responses to intrinsic and extrinsic product attributes in dry-cured ham
Hersleth, Margrethe; Monteleone, Erminio; Segtnan, Anne; Næs, Tormod (Peer reviewed; Journal article, 2015) -
Effects of evoked meal contexts on consumers’ responses to intrinsic and extrinsic product attributes in dry-cured ham
Hersleth, Margrethe; Monteleone, Erminio; Segtnan, Anne; Næs, Tormod (Peer reviewed; Journal article, 2015) -
Exploring the common and unique variability in TDS and TCATA data – A comparison using canonical correlation and orthogonalization.
Berget, Ingunn; Castura, John; Ares, Gaston; Næs, Tormod; Varela, Paula (Journal article; Peer reviewed, 2020)Temporal Dominance of Sensations (TDS) and Temporal Check-all-that-Apply (TCATA) from three different case studies are compared by means of canonical correlation analysis, orthogonalization and principal component analysis ... -
Extension of SO-PLS to multi-way arrays: SO-N-PLS
Biancolillo, Alessandra; Næs, Tormod; Bro, Rasmus; Måge, Ingrid (Journal article; Peer reviewed, 2017)Multi-way data arrays are becoming more common in several fields of science. For instance, analytical instruments can sometimes collect signals at different modes simultaneously, as e.g. fluorescence and LC/GC-MS. Higher ... -
hoggorm: a python library for explorative multivariate statistics
Tomic, Oliver; Graff, Thomas; Liland, Kristian Hovde; Næs, Tormod (Peer reviewed; Journal article, 2019) -
How children approach a CATA test influences the outcome. Insights on ticking styles from two case studies with 6–9-year old children
Galler, Martina; Næs, Tormod; L. Almli, Valérie; Varela, Paula (Peer reviewed; Journal article, 2020)Due to its simplicity, Check-all-that-apply (CATA) is a promising method for consumer studies with children to generate sensory and other descriptions of samples, and to find their drivers of liking. This paper explores ...