R Package Scholar
26,505

pls: Partial Least Squares and Principal Component Regression

Kristian Hovde Liland  Bjørn-Helge Mevik  Ron Wehrens  Paul Hiemstra   View description and downloadsView dependenciesGitHub project

1999 Published
2.8-5 Version
0 Citations
4 Authors
Referenced by ⇅ Year
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2018
mason: Build Data Structures for Common Statistical Analysis (Version 0.3.0)

2016
tempoR: Characterizing Temporal Dysregulation (Version 1.0.4.4)

2019
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models (Version 2.0.0)

2017
MetabolicSurv: A Biomarker Validation Approach for Classification and Predicting Survival Using Metabolomics Signature (Version 1.1.2)

2019
MicrobiomeSurv: Biomarker Validation for Microbiome-Based Survival Classification and Prediction (Version 0.1.0)

2023
enpls: Ensemble Partial Least Squares Regression (Version 6.1)

2014
envi: Environmental Interpolation using Spatial Kernel Density Estimation (Version 0.1.19)

2020
BioMark: Find Biomarkers in Two-Class Discrimination Problems (Version 0.4.5)

2011
ChemoSpec: Exploratory Chemometrics for Spectroscopy (Version 6.1.10)

2011
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2015
ER: Effect + Residual Modelling (Version 1.1.1)

2020
EasyABC: Efficient Approximate Bayesian Computation Sampling Schemes (Version 1.5.2)

2012
HDANOVA: High-Dimensional Analysis of Variance (Version 0.8.1)

2024
LINselect: Selection of Linear Estimators (Version 1.1.5)

2013
LSAmitR: Daten, Beispiele und Funktionen zu 'Large-Scale Assessment mit R' (Version 1.0-3)

2016
MachineShop: Machine Learning Models and Tools (Version 3.8.0)

2018
OHPL: Ordered Homogeneity Pursuit Lasso for Group Variable Selection (Version 1.4.1)

2017
QWDAP: Quantum Walk-Based Data Analysis and Prediction (Version 1.1.20)

2021
RStoolbox: Remote Sensing Data Analysis (Version 1.0.0)

2015
RVAideMemoire: Testing and Plotting Procedures for Biostatistics (Version 0.9-83-7)

2011
RcmdrPlugin.NMBU: R Commander Plug-in for University Level Applied Statistics (Version 1.8.15)

2014
Renvlp: Computing Envelope Estimators (Version 3.4.5)

2018
agridat: Agricultural Datasets (Version 1.23)

2011
apercu: Quick Look at your Data (Version 0.2.5)

2017
baseline: Baseline Correction of Spectra (Version 1.3-5)

2011
bestglm: Best Subset GLM and Regression Utilities (Version 0.37.3)

2009
bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions (Version 1.0.1)

2021
butcher: Model Butcher (Version 0.3.4)

2019
caret: Classification and Regression Training (Version 6.0-94)

2007
chemometrics: Multivariate Statistical Analysis in Chemometrics (Version 1.4.4)

2008
chillR: Statistical Methods for Phenology Analysis in Temperate Fruit Trees (Version 0.75)

2013
cocorresp: Co-Correspondence Analysis Methods (Version 0.4-5)

2005
cvwrapr: Tools for Cross Validation (Version 1.0)

2021
dbstats: Distance-Based Statistics (Version 2.0.2)

2011
decisionSupport: Quantitative Support of Decision Making under Uncertainty (Version 1.114)

2015
dmm: Dyadic Mixed Model for Pedigree Data (Version 2.1-10)

2015
fdm2id: Data Mining and R Programming for Beginners (Version 0.9.9)

2019
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)

2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)

2013
groc: Generalized Regression on Orthogonal Components (Version 1.0.10)

2014
hyperSpec: Work with Hyperspectral Data, i.e. Spectra + Meta Information (Spatial, Time, Concentration, ...) (Version 0.100.2)

2009
imputeR: A General Multivariate Imputation Framework (Version 2.2)

2014
lolR: Linear Optimal Low-Rank Projection (Version 2.1)

2018
lspls: LS-PLS Models (Version 0.2-2)

2006
miceadds: Some Additional Multiple Imputation Functions, Especially for 'mice' (Version 3.17-44)

2014
mixlm: Mixed Model ANOVA and Statistics for Education (Version 1.4.0)

2015
mlr: Machine Learning in R (Version 2.19.2)

2013
monomvn: Estimation for MVN and Student-t Data with Monotone Missingness (Version 1.9-21)

2007
morepls: Interpretation Tools for Partial Least Squares Regression (Version 0.1)

2024
mt: Metabolomics Data Analysis Toolbox (Version 2.0-1.20)

2021
multiblock: Multiblock Data Fusion in Statistics and Machine Learning (Version 0.8.8.2)

2021
multivarious: Extensible Data Structures for Multivariate Analysis (Version 0.2.0)

2024
nestedcv: Nested Cross-Validation with 'glmnet' and 'caret' (Version 0.7.10)

2022
oncoPredict: Drug Response Modeling and Biomarker Discovery (Version 1.2)

2021
pheble: Classifying High-Dimensional Phenotypes with Ensemble Learning (Version 0.1.0)

2023
plasma: Partial LeAst Squares for Multiomic Analysis (Version 1.1.3)

2022
plsRcox: Partial Least Squares Regression for Cox Models and Related Techniques (Version 1.7.7)

2011
plsRbeta: Partial Least Squares Regression for Beta Regression Models (Version 0.3.0)

2011
plsVarSel: Variable Selection in Partial Least Squares (Version 0.9.12)

2016
plsRglm: Partial Least Squares Regression for Generalized Linear Models (Version 1.5.1)

2010
predhy.GUI: Genomic Prediction of Hybrid Performance with Graphical User Interface (Version 2.0.1)

2023
predhy: Genomic Prediction of Hybrid Performance (Version 2.1.1)

2019
pwr2ppl: Power Analyses for Common Designs (Power to the People) (Version 0.5.0)

2019
rQSAR: QSAR Modeling with Multiple Algorithms: MLR, PLS, and Random Forest (Version 1.0.0)

2024
regressoR: Regression Data Analysis System (Version 3.0.2)

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rminer: Data Mining Classification and Regression Methods (Version 1.4.7)

2011
robCompositions: Compositional Data Analysis (Version 2.4.1)

2009
rrcovHD: Robust Multivariate Methods for High Dimensional Data (Version 0.3-1)

2012
simrel: Simulation of Multivariate Linear Model Data (Version 2.1.0)

2014
spectacles: Storing, Manipulating and Analysis Spectroscopy and Associated Data (Version 0.5-4)

2017
spectralAnalysis: Pre-Process, Visualize and Analyse Spectral Data (Version 4.3.3)

2018
spls: Sparse Partial Least Squares (SPLS) Regression and Classification (Version 2.2-3)

2008
studyStrap: Study Strap and Multi-Study Learning Algorithms (Version 1.0.0)

2020
tidyfit: Regularized Linear Modeling with Tidy Data (Version 0.7.2)

2022
tsensembler: Dynamic Ensembles for Time Series Forecasting (Version 0.1.0)

2017
vip: Variable Importance Plots (Version 0.4.1)

2018
waves: Vis-NIR Spectral Analysis Wrapper (Version 0.2.5)

2020
zfit: Fit Models in a Pipe (Version 0.4.0)

2020

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