34 citations · 210 across the 43 of their papers we have counts for
5 papers · 1 filter
Asymptotic based bootstrap approach for matched pairs with missingness in a single-arm
Lubna Amro, Markus Pauly, Burim Ramosaj
The issue of missing values is an arising difficulty when dealing with paired data. Several test procedures are developed in the literature to tackle this problem. Some of them are…
Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models
Burim Ramosaj, Markus Pauly
Variable selection in sparse regression models is an important task as applications ranging from biomedical research to econometrics have shown. Especially for higher dimensional r…
QANOVA: Quantile-based Permutation Methods For General Factorial Designs
Marc Ditzhaus, Roland Fried, Markus Pauly
Population means and standard deviations are the most common estimands to quantify effects in factorial layouts. In fact, most statistical procedures in such designs are built towa…
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…
Multivariate analysis of covariance when standard assumptions are violated
Georg Zimmermann, Markus Pauly, Arne C. Bathke
In applied research, it is often sensible to account for one or several covariates when testing for differences between multivariate means of several groups. However, the "classica…