Fakultät Statistik
Technische Universität Dortmund
44221 Dortmund
Sprechzeiten
nach Vereinbarung
Lehre
Übung zur Vorlesung "Wahrscheinlichkeitsrechnung und Statistik in den Ingenieurwissenschaften" (WS 16/17, WS 17/18, WS 18/19)
Tutorium zur Vorlesung "Statistik 3" (WS 16/17, WS 17/18)
Betreuung des 1. Projekts der Veranstaltung "Fallstudien 2" (SS 17)
Übung zur Vorlesung "Robuste Statistik" (SS 17)
Vorlesung und Übung zur Veranstaltung "Fortgeschrittene Programmierung in R" (WS 17/18, WS 18/19)
Tutorium zur Vorlesung "Statistik 2" (SS 18)
Vorlesung und Übung zur Veranstaltung "Advanced R" (SS 20)
Tutorium zur Vorlesung "Schätzen und Testen" (WS 20/21)
Publikationen
Dissertation
Melanie Horn: Sign Depth for Parameter Tests in Multiple Regression. 2021, Technische Universität Dortmund
Veröffentlichte Paper
Horn, D., Dagge, M., Sun, X., Bischl, B. (2017). First Investigations on Noisy Model-Based Multi-objective Optimization. In: Evolutionary Multi-Criterion Optimization. Springer International Publishing. S. 298 - 313.
Kansteiner, M., Biermann, D., Dagge, M., Ferreira, M., Tillmann, W., Müller, C.H. (2017). Statistical evaluation of the wear behaviour of diamond impregnated tools used for the core drilling of concrete. In: Euro PM 2017 Congress & Exhibition: Euro PM2017 proceedings : 1-5 October 2017, Milano Congressi (MiCo), Milan, Italy
Kansteiner, M., Biermann, D., Malevich, N., Horn, M., Müller, C.H. Ferreira, M. Tillmann, W. (2018). Analysis of the wear behaviour of diamond impregnated tools used for the core drilling of concrete with statistical lifetime prediction. In: EURO PM 2018: International Powder Metallurgy Congress & Exhibition, Proceedings, 14.10.-18.10. 2018, Bilbao, Spain
Abbas, S., Fried, R., Heinrich, J., Horn, M., Jakubzik, M., Kohlenbach, J., Maurer, R., Michels, A., Müller, C. H. (2019). Detection of Anomalous Sequences in Crack Data of a Bridge Monitoring. In: Applications in Statistical Computing: From Music Data Analysis to Industrial Quality Improvement. Springer International Publishing, S. 251–269.
Goebel, R., Schreiber, M., Koleva, V., Horn, M., Górak, A., Skiborowski, M. (2019). On the reliability of lab-scale experiments for the determination of membrane specific flux measurements in organic solvent nanofiltration. In: Chemical Engineering Research and Design, S. 271 - 279.
Horn, M., Müller, C.H. (2020) Tests based on sign depth for multiple regression. SFB 823 Discussion Paper
Eingereichte Paper
Leckey, K., Malcherczyk, D., Horn, M., Müller, C.H. (2021+) Simple powerful robust tests based on sign depth.
Horn, M., Müller, C.H. (2021+) Outlier Robust Sign Depth Tests in Multiple Regression.
Software
Horn, M. (2021). GSignTest: Robust Tests for Regression-Parameters via Sign Depth. R package version 1.0.8. URL: github.com/melaniehorn/GSignTest.