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most citedStructure Learning of Gaussian Markov Random Fields with False Discovery Rate Control

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stat.ME2016

Bayesian dimensionality reduction with PCA using penalized semi-integrated likelihood

Piotr Sobczyk, Malgorzata Bogdan, Julie Josse

We discuss the problem of estimating the number of principal components in Principal Com- ponents Analysis (PCA). Despite of the importance of the problem and the multitude of solu…