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20092020
most citedTuning parameter selection for penalized likelihood estimation of inverse covariance matrix

9 citations · 15 across the 9 of their papers we have counts for

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Showing 2016Show all

2 papers · 1 filter

stat.ML2016★ 3 cited

Data Integration with High Dimensionality

Xin Gao, Raymond J. Carroll

We consider a problem of data integration. Consider determining which genes affect a disease. The genes, which we call predictor objects, can be measured in different experiments o…

stat.ME2016

Approximate Bayesian estimation in large coloured graphical Gaussian models

Qiong Li, Xin Gao, Helene Massam

Distributed estimation methods have recently been used to compute the maximum likelihood estimate of the precision matrix for large graphical Gaussian models. Our aim, in this pape…