3 papers
stat.OT2026
An Introduction to Copulas: a Complement
Werner G. Müller
For many years I have taught an advanced statistical inference course for master's students using the text of Casella and Berger (2002). The book gives a comprehensive treatment of…
stat.ML2025
Green LIME: Improving AI Explainability through Design of Experiments
Alexandra Stadler, Werner G. Müller, Radoslav Harman
In artificial intelligence (AI), the complexity of many models and processes surpasses human understanding, making it challenging to determine why a specific prediction is made. Th…
stat.ME2025
Practical aspects of the virtual noise convex optimum design approach for correlated responses
Markus Hainy, Werner G. Müller, Andrej Pázman
In this paper we present several practically-oriented extensions and considerations for the virtual noise method in optimal design under correlation. First we introduce a slightly…