Kristian Hovde Liland
Analytical Chemistry · 2012–2016
A researcher in the Science corpus: 3 papers; trusts 8 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Analytical Chemistry — 22 citations into it; #689 of 1,254 by trust here, #338 by citations
- Biomedical Engineering — 8 citations into it; #5,663 of 10,734 by trust here, #4,948 by citations
- Statistics and Probability — 8 citations into it; #8,852 of 12,932 by trust here, #3,609 by citations
- Food Science — 7 citations into it
- Control and Systems Engineering — 6 citations into it
- Industrial and Manufacturing Engineering — 6 citations into it
- Molecular Biology — 6 citations into it
Whom Kristian Hovde Liland trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Ulf Geir Indahl
- Bradley Efron
- John C. Gower
- O. Kvalheim
- Il-Gyo Chong
- R. Leardi
- Tormod Næs
- Yvan Saeys
- Kim-Anh Lê Cao
- I. Måge
Who trusts Kristian Hovde Liland overall
Papers from Kristian Hovde Liland's perspective
Ordered by how strongly the researchers Kristian Hovde Liland trusts endorse each paper. Same corpus, a different order for every researcher.
- Variable and subset selection in PLS regression
- The jackknife, the bootstrap, and other resampling plans
- Performance of some variable selection methods when multicollinearity is present
- Multivariate Analysis of Quality. An Introduction
- Interpretation of partial least squares regression models by means of target projection and selectivity ratio plots
- Assessing feature relevance in NPLS models by VIP
- Variable selection in regression—a tutorial
- Sparse partial least squares regression for simultaneous dimension reduction and variable selection (Journal of The Royal Statistical Society Series B-statistical Methodology)
- A review of feature selection techniques in bioinformatics
- Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems (BMC Bioinformatics)
Their papers
- A review of variable selection methods in Partial Least Squares Regression (2012) — 1,473 citations
- Model-based pre-processing in Raman spectroscopy of biological samples (2016) — 120 citations
- Variable selection in multi-block regression (2016) — 62 citations