Constructing Exact Confidence Regions on Parameter Manifolds of Non-Linear Models

Rafael Arutjunjan, Bjoern Malte Schaefer, Clemens Kreutz

Using the mathematical framework of information geometry, we introduce a novel method which allows one to efficiently determine the exact shape of simultaneous confidence regions f…