4 citations · 4 across the 2 of their papers we have counts for
4 papers
Generalized simultaneous component analysis of binary and quantitative data
Yipeng Song, Johan A. Westerhuis, Nanne Aben +3
In the current era of systems biological research there is a need for the integrative analysis of binary and quantitative genomics data sets measured on the same objects. One stand…
SparseStep: Approximating the Counting Norm for Sparse Regularization
Gerrit J. J. van den Burg, Patrick J. F. Groenen, Andreas Alfons
The SparseStep algorithm is presented for the estimation of a sparse parameter vector in the linear regression problem. The algorithm works by adding an approximation of the exact…
Multinomial Multiple Correspondence Analysis
Patrick J. F. Groenen, Julie Josse
Relations between categorical variables can be analyzed conveniently by multiple correspondence analysis (MCA). %It is well suited to discover relations that may exist between cate…
Regularized Consensus PCA
Michel Tenenhaus, Arthur Tenenhaus, Patrick J. F. Groenen
A new framework for many multiblock component methods (including consensus and hierarchical PCA) is proposed. It is based on the consensus PCA model: a scheme connecting each block…