Julie Josse

Bayesian Dimensionality Reduction With PCA Using Penalized Semi-Integrated Likelihood

2017 · HAL (Le Centre pour la Communication Scientifique Directe)

We discuss the problem of estimating the number of principal components in principal components analysis (PCA). Despite the importance of the problem and the multitude of solutions proposed in literature, it comes as a surprise …