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stat.ME2025
Empirical Bayes Method for Large Scale Multiple Testing with Heteroscedastic Errors
Kwangok Seo, Johan Lim, Kaiwen Wang +3
In this paper, we address the normal mean inference problem, which involves testing multiple means of normal random variables with heteroscedastic variances. Most existing empirica…
stat.ME2018
Robust and sparse Gaussian graphical modeling under cell-wise contamination
Shota Katayama, Hironori Fujisawa, Mathias Drton
Graphical modeling explores dependences among a collection of variables by inferring a graph that encodes pairwise conditional independences. For jointly Gaussian variables, this t…