64 citations · 131 across the 6 of their papers we have counts for
6 papers
Modelling volume-outcome relationships in health care
Maurilio Gutzeit, Johannes Rauh, Maximilian Kähler +1
Despite the ongoing strong interest in associations between quality of care and the volume of health care providers, a unified statistical framework for analyzing them is missing,…
Minimax -Separation Rate in Testing the Sobolev-Type Regularity of a function
Maurilio Gutzeit
In this paper we study the problem of testing if an function belonging to a certain -Sobolev-ball of radius with smoothness level indeed exhibit…
Two-sample Hypothesis Testing for Inhomogeneous Random Graphs
Debarghya Ghoshdastidar, Maurilio Gutzeit, Alexandra Carpentier +1
The study of networks leads to a wide range of high dimensional inference problems. In many practical applications, one needs to draw inference from one or few large sparse network…
Two-Sample Tests for Large Random Graphs Using Network Statistics
Debarghya Ghoshdastidar, Maurilio Gutzeit, Alexandra Carpentier +1
We consider a two-sample hypothesis testing problem, where the distributions are defined on the space of undirected graphs, and one has access to only one observation from each mod…
Minimax Euclidean Separation Rates for Testing Convex Hypotheses in
Gilles Blanchard, Alexandra Carpentier, Maurilio Gutzeit
We consider composite-composite testing problems for the expectation in the Gaussian sequence model where the null hypothesis corresponds to a convex subset of $\math…
An optimal algorithm for the Thresholding Bandit Problem
Andrea Locatelli, Maurilio Gutzeit, Alexandra Carpentier
We study a specific \textit{combinatorial pure exploration stochastic bandit problem} where the learner aims at finding the set of arms whose means are above a given threshold, up…