Design of Experiments
Lecturer: Markus Pauly
Exercises taught by: Sarah Friedrich
General Information
| Language | English, unless all students have sufficient knowledge of German |
| Lectures | 2 h |
Exercises | 1 h |
Time and Venue
| Lecture | Tue, 2 - 4 p.m. in HeHo 18/220 (Start: 18.04.) |
| Exercise | Wed, 2 - 3 p.m. in H 10 (Start: 19.04.) |
Exam:
Exam: schriftliche Klausur am Di, 18.07.17, ca. 13:15 - 15:15 Uhr in HeHo 18, 220 (offen)
Retake Exam: voraussichtlich mündliche Prüfungen
Hilfsmittel: Ein beidseitig handbeschriebenes DIN A4 Blatt und ein nicht-programmierbarer Taschenrechner.
General Information:
| Prerequisites: | Linear Algebra I-II, Analysis 1, Elementary Probability Calculus and Statistics |
| Exam: | Depending on the number of participants either written or oral exam at the end of the semester. In order to be admitted to the exam, students need 40% of the points on the exercise sheets. |
Aims: The course covers the principles of Design of Experiments, in particular
- basic models and techniques for planning experiments
- typical errors in this context and how to avoid them in order to prevent systematic bias
- statistical analysis methods for conducting experiments
- guidelines for planning experiments
Contents:
- Block designs
- factorial models
- sample size calculation
- Fixed and Random-Effects models
- Inference methods for these models
- Randomization
Exercise Sheets:
will be available on Moodle. The password will be provided during the first lecture.
Some References:
Anderson, M. J., & Whitcomb, P. J. (2000). Design of experiments. John Wiley & Sons, Inc.
Kirk, R. E. (1982). Experimental design. John Wiley & Sons, Inc.
Montgomery, D. C. (2008). Design and analysis of experiments. John Wiley & Sons.
Oehlert, G. W. (2000). A First Course in Design and Analysis of Experiments. WH Freeman, New York.
Siebertz, K. et al. (2010). Statistische Versuchsplanung – Design of Experiments. Springer-Verlag.
Notes
Die Klausurergebnisse und die Notentabelle sind auf Moodle. Die Einsicht findet am Freitag, 21.07. von 13:30 - 15 Uhr in Sarahs Büro statt.
Die Nachklausur findet als mündliche Prüfung statt. Zur Terminfindung melden Sie sich bitte bei Prof. Pauly oder Sarah per E-Mail.