3 papers
math.ST2019
Manifold Asymptotics of Quadratic-Form-Based Inference in Repeated Measures Designs
Paavo Sattler
Split-Plot or Repeated Measures Designs with multiple groups occur naturally in sciences. Their analysis is usually based on the classical Repeated Measures ANOVA. Roughly speaking…
math.ST2019
Testing Hypotheses about Covariance Matrices in General MANOVA Designs
Paavo Sattler, Arne C. Bathke, Markus Pauly
We introduce a unified approach to testing a variety of rather general null hypotheses that can be formulated in terms of covariances matrices. These include as special cases, for…
math.ST2017
Inference For High-Dimensional Split-Plot-Designs: A Unified Approach for Small to Large Numbers of Factor Levels
Paavo Sattler, Markus Pauly
Statisticians increasingly face the problem to reconsider the adaptability of classical inference techniques. In particular, divers types of high-dimensional data structures are ob…