User profiles for "author:H Liland"

Kristian Hovde Liland

Professor in Statistics at NMBU
Verified email at nmbu.no
Cited by 5287

A review of variable selection methods in partial least squares regression

T Mehmood, KH Liland, L Snipen, S Sæbø - Chemometrics and intelligent …, 2012 - Elsevier
With the increasing ease of measuring multiple variables per object the importance of
variable selection for data reduction and for improved interpretability is gaining importance …

Multivariate methods in metabolomics–from pre-processing to dimension reduction and statistical analysis

KH Liland - TrAC Trends in Analytical Chemistry, 2011 - Elsevier
This article presents some of the multivariate methods used in metabolomics, and addresses
many of the data types and associated analyses of current instrumentation and applications …

Optimal choice of baseline correction for multivariate calibration of spectra

KH Liland, T Almøy, BH Mevik - Applied spectroscopy, 2010 - opg.optica.org
Baselines are often chosen by visual inspection of their effect on selected spectra. A more
objective procedure for choosing baseline correction algorithms and their parameter values …

Comparison of the digestion of caseins and whey proteins in equine, bovine, caprine and human milks by human gastrointestinal enzymes

RA Inglingstad, TG Devold, EK Eriksen… - Dairy science & …, 2010 - dairy-journal.org
The aim of this study was to compare the digestion of milk proteins from different species
using an in vitro gastrointestinal model. Raw and heated milks from bovine, caprine, human …

[HTML][HTML] micropan: an R-package for microbial pan-genomics

L Snipen, KH Liland - BMC bioinformatics, 2015 - Springer
Background A pan-genome is defined as the set of all unique gene families found in one or
more strains of a prokaryotic species. Due to the extensive within-species diversity in the …

Comparison of variable selection methods in partial least squares regression

T Mehmood, S Sæbø, KH Liland - Journal of Chemometrics, 2020 - Wiley Online Library
Through the remarkable progress in technology, it is getting easier and easier to generate
vast amounts of variables from a given sample. The selection of variables is imperative for …

Model‐based pre‐processing in Raman spectroscopy of biological samples

KH Liland, A Kohler, NK Afseth - Journal of Raman …, 2016 - Wiley Online Library
Model‐based pre‐processing has become wide spread in spectroscopy and is the standard
procedure in Fourier‐transform infrared spectroscopy. It has also been shown to give …

Canonical partial least squares—a unified PLS approach to classification and regression problems

UG Indahl, KH Liland, T Næs - Journal of Chemometrics: A …, 2009 - Wiley Online Library
We propose a new data compression method for estimating optimal latent variables in multi‐
variate classification and regression problems where more than one response variable is …

Early referral to a palliative team improves end-of-life care among gynecological cancer patients: a retrospective, population-based study

T Paulsen, H Liland, TÅ Myklebust… - International Journal of …, 2022 - ijgc.bmj.com
Objective To assess end-of-life care among patients with gynecological cancer, and to
describe the association between timing of palliative care referral and patterns of care …

[HTML][HTML] Co-fermentation Involving Saccharomyces cerevisiae and Lactobacillus Species Tolerant to Brewing-Related Stress Factors for Controlled and Rapid …

A Dysvik, SL La Rosa, KH Liland, KS Myhrer… - Frontiers in …, 2020 - frontiersin.org
Increasing popularity of sour beer urges the development of novel solutions for controlled
fermentations both for fast acidification and consistency in product flavor and quality. One …