chemometrics
From MaRDI portal
Software:37150
swMATH25411CRANchemometricsMaRDI QIDQ37150
Multivariate Statistical Analysis in Chemometrics
Last update: 25 August 2023
Copyright license: GNU General Public License
Software version identifier: 1.4.2, 0.1, 0.2, 0.4, 0.5, 0.6, 0.7, 0.8, 1.0, 1.1.1, 1.1, 1.2, 1.3.1, 1.3.2, 1.3.5, 1.3.7, 1.3.8, 1.3.9, 1.3, 1.4.1, 1.4.4
Source code repository: https://github.com/cran/chemometrics
R companion to the book "Introduction to Multivariate Statistical Analysis in Chemometrics" written by K. Varmuza and P. Filzmoser (2009).
Related Items (23)
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers ⋮ An extended variable inclusion and shrinkage algorithm for correlated variables ⋮ A high-dimensional two-sample test for the mean using random subspaces ⋮ Improved Estimation of High-dimensional Additive Models Using Subspace Learning ⋮ Gradient descent technology for sparse vector learning in ontology algorithms ⋮ Sparse principal component analysis and iterative thresholding ⋮ Performances of some high dimensional regression methods ⋮ Performances of some high dimensional regression methods: sparse principal component regression ⋮ The effects of different weight functions on partial robust M-regression performance: A simulation study ⋮ A plug-in approach to sparse and robust principal component analysis ⋮ Finding cluster centers and sizes via multinomial parameterization ⋮ Linear regression with compositional explanatory variables ⋮ Sparse PCA: optimal rates and adaptive estimation ⋮ Regression imputation with Q-mode clustering for rounded zero replacement in high-dimensional compositional data ⋮ Fifty years of graph matching, network alignment and network comparison ⋮ Penalized regression combining the \( L_{1}\) norm and a correlation based penalty ⋮ Independent component analysis for~three-way data with an application from~atmospheric science ⋮ Multivariate spatial outlier detection using robust geographically weighted methods ⋮ OPTIMAL MULTISTEP VAR FORECAST AVERAGING ⋮ Partial least squares regression with compositional response variables and covariates ⋮ Robust analogs to the coefficient of variation ⋮ Robust penalized estimators for functional linear regression ⋮ Robust variable selection with application to quality of life research
This page was built for software: chemometrics
