3 papers
stat.ME2025
Multivariate and Multiple Contrast Testing in General Covariate-adjusted Factorial Designs
Marléne Baumeister, Konstantin Emil Thiel, Lynn Matits +3
Evaluating intervention effects on multiple outcomes is a central research goal in a wide range of quantitative sciences. It is thereby common to compare interventions among each o…
stat.ME2024
Resampling NANCOVA: Nonparametric Analysis of Covariance in Small Samples
Konstantin Emil Thiel, Paavo Sattler, Arne C Bathke +1
Analysis of covariance is a crucial method for improving precision of statistical tests for factor effects in randomized experiments. However, existing solutions suffer from one or…
cs.DB2023
FINEX: A Fast Index for Exact & Flexible Density-Based Clustering (Extended Version with Proofs)*
Konstantin Emil Thiel, Daniel Kocher, Nikolaus Augsten +3
Density-based clustering aims to find groups of similar objects (i.e., clusters) in a given dataset. Applications include, e.g., process mining and anomaly detection. It comes with…