34 citations · 210 across the 43 of their papers we have counts for
8 papers · 1 filter
Consistent Estimation of Residual Variance with Random Forest Out-Of-Bag Errors
Burim Ramosaj, Markus Pauly
The issue of estimating residual variance in regression models has experienced relatively little attention in the machine learning community. However, the estimate is of primary in…
The Behrens-Fisher Problem with Covariates and Baseline Adjustments
Cong Cao, Markus Pauly, Frank Konietschke
The Welch-Satterthwaite t-test is one of the most prominent and often used statistical inference method in applications. The method is, however, not flexible with respect to adjust…
Wild bootstrap logrank tests with broader power functions for testing superiority
Marc Ditzhaus, Markus Pauly
We introduce novel wild bootstrap procedures for testing superiority in unpaired two-sample survival data. By combining different classical weighted logrank test we obtain tests wi…
Wild Bootstrap based Confidence Bands for Multiplicative Hazards Models
Dennis Dobler, Markus Pauly, Thomas H. Scheike
We propose new resampling-based approaches to construct asymptotically valid time simultaneous confidence bands for cumulative hazard functions in multi-state Cox models. In partic…
A cautionary tale on using imputation methods for inference in matched pairs design
Burim Ramosaj, Lubna Amro, Markus Pauly
Imputation procedures in biomedical fields have turned into statistical practice, since further analyses can be conducted ignoring the former presence of missing values. In particu…
Ranks and Pseudo-Ranks - Paradoxical Results of Rank Tests -
Edgar Brunner, Frank Konietschke, Arne C. Bathke +1
Rank-based inference methods are applied in various disciplines, typically when procedures relying on standard normal theory are not justifiable, for example when data are not symm…