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We consider the problem of providing nonparametric confidence guarantees for undirected graphs under weak assumptions.
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[author] Yuan, M.M. and Lin, Y.Y. (2007). Model selection and estimation in the Gaussian graphical model. Biometrika 94 19–35
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[author] Ren, ZhaoZ., Sun, TingniT., Zhange, Cun-HuiC.-H. and Zhou, HarrisonH. (2013). Asymptotic normality and optimalities in estimation of large Gaissian graphical models. manuscript
2013
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