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math.ST2023
Pseudo-likelihood Estimators for Graphical Models: Existence and Uniqueness
Benjamin Roycraft, Bala Rajaratnam
Graphical and sparse (inverse) covariance models have found widespread use in modern sample-starved high dimensional applications. A part of their wide appeal stems from the signif…
math.ST2020★ 7 cited
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics
Benjamin Roycraft, Johannes Krebs, Wolfgang Polonik
The present contribution investigates multivariate bootstrap procedures for general stabilizing statistics, with specific application to topological data analysis. Existing limit t…