Blar i Brage NMBU på forfatter "Næs, Tormod"
-
Reduced risk of pre-eclampsia with organic vegetable consumption: results from the prospective Norwegian Mother and Child Cohort Study
Torjusen, Hanne; Brantsæter, Anne Lise; Haugen, Margaretha; Alexander, Jan; Bakketeig, Leiv Sigmund; Lieblein, Geir; Stigum, Hein; Næs, Tormod; Swartz, Jackie; Holmboe-Ottesen, Gerd; Roos, Gun; Meltzer, Helle Margrete (Journal article; Peer reviewed, 2014) -
Selection of principal variables through a modified Gram–Schmidt process with and without supervision
Skogholt, Joakim; Liland, Kristian Hovde; Næs, Tormod; Smilde, Age K.; Indahl, Ulf Geir (Peer reviewed; Journal article, 2023)In various situations requiring empirical model building from highly multivariate measurements, modelling based on partial least squares regression (PLSR) may often provide efficient low-dimensional model solutions. In ... -
Sequential and orthogonalized PLS (SO-PLS) regression for path analysis: Order of blocks and relations between effects
Næs, Tormod; Romano, Rosaria; Tomic, Oliver; Måge, Ingrid; Smilde, Age K.; Liland, Kristian Hovde (Peer reviewed; Journal article, 2020)This paper is about the use of the multiblock regression method sequential and orthogonalized partial least squares (SO-PLS) for path modeling. The paper is a follow up of previously published papers on the same topic and ... -
SO-PLS as an alternative approach for handling multi-dimensionality in modelling different aspects of consumer expectations
Nguyen, Quoc Cuong; Liland, Kristian Hovde; Tomic, Oliver; Tarrega, Amparo; Varela-Tomasco, Paula Alejandra; Næs, Tormod (Peer reviewed; Journal article, 2020)In the development of sensory and consumer science, data are often collected in several blocks responding to different aspects of consumer experience. Sometimes the task of organizing the data and explaining their relation ... -
Stability in consumer responses to familiar and new chocolates during a period of exposure
Næs, Tormod; Segtnan, Anne; Granli, Britt Signe; Menichelli, Elena; Hersleth, Margrethe (Journal article; Peer reviewed, 2015) -
Variable selection in multi-block regression
Biancolillo, Alessandra; Liland, Kristian Hovde; Måge, Ingrid; Næs, Tormod; Bro, Rasmus (Journal article; Peer reviewed, 2016)The focus of the present paper is to propose and discuss different procedures for performing variable selection in a multi-block regression context. In particular, the focus is on two multi-block regression methods: ... -
When the choice of the temporal method does make a difference: TCATA, TDS and TDS by modality for characterizing semi-solid foods
Nguyen, Quoc Cuong; Næs, Tormod; Varela, Paula (Peer reviewed; Journal article, 2018) -
Why use component-based methods in sensory science?
Næs, Tormod; Varela, Paula; Castura, John C.; Bro, Rasmus; Tomic, Oliver (Peer reviewed; Journal article, 2023)This paper discusses the advantages of using so-called component-based methods in sensory science. For instance, principal component analysis (PCA) and partial least squares (PLS) regression are used widely in the field; ...