• Asymptotic and Nonparametric Statistics with applications
• Multivariate and Repeated Measurements Analysis
• Resampling and Statistical Learning Techniques in Theory and Practice
• Survival Analysis

Selected publications

Pauly, M., Brunner, E., & Konietschke, F. (2015). Asymptotic permutation tests in general factorial designs. Journal ofthe Royal Statistical Society: Series B: Statistical Methodology, 461-473.

Ramosaj, B., & Pauly, M. (2019). Consistent estimation of residual variance with random forest Out-Of-Bag errors.
Statistics & Probability Letters, 151, 49-57.

Ramosaj, B., Amro, L., & Pauly, M. (2020). A cautionary tale on using imputation methods for inference in matched-pairs design. Bioinformatics, 36(10), 3099-3106.

Umlauft, M., Placzek, M., Konietschke, F., & Pauly, M. (2019). Wild bootstrapping rank-based procedures: Multipletesting in nonparametric factorial repeated measures designs. Journal of Multivariate Analysis, 171, 176-192.

Welz, T., Doebler, P., & Pauly, M. (2021). Fisher transformation based confidence intervals of correlations in fixed‐andrandom‐effects meta‐analysis. British Journal of Mathematical and Statistical Psychology.