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Robust Tools for Three-way Component Analysis of Compositional Data: The R package rrcov3way12 months ago
Introduction | Why do we need rrcov3way? | Methods and algorithms for three-way data analysis | Getting started with rrcov3way | Software approach | Examples with data sets | Summary and Conclusions
Sparse PLS1 years ago
Overview | Input Data | Tuning Parameters | SPLS Fit | eQTL Application
A Trimming Approach to Cluster Analysis2 years ago
Introduction to robust clustering and tclust | Trimming and the spurious outliers model | Constraints on the cluster scatter matrices | Numerical output | Algorithms | Comparison with other robust clustering proposals | Selecting the number of groups and the trimming size | Graphical displays | Swiss Bank notes data | Conclusion
Transformations in regression with fsdaR3 years ago
Introduction | Score test for transformation | Forward Score test
Compiling pcaPP for Matlab4 years ago
An Object-Oriented Framework for Robust Multivariate Analysis4 years ago
Introduction | Design approach and structure of the framework | Example session | Robust multivariate methods | Conclusions