Mandatory for ZEFb and ZEFc students. Advanced topics may be tutored or lectured on demand. Literature, scripts, programs and information: www.guidoluechters.de

Mandatory for ZEFa and ZEFc students. Content includes causation and confounding, test and confidence (Neyman-Pearson/Fisher), types of surveys and studies, sample design and sample size planning, questionnaire design, working with a data set, introduction to SPSS. Scripts are available for download at: http://www.guidoluechters.de/

Mandatory for ZEFb students, part of the ZEFb disciplinary course. Content includes experimental and observational design, evaluate data of planned sampling designs, random variables and probablity distributions, mathematical expectations, special probability distributions. Scripts are available for download at: http://www.guidoluechters.de/

Mandatory for ZEFc students, part of the ZEFc course.

Descriptive statistics including factor analysis and principle component analysis (PCA), inferential statistics (categorical analysis, ANOVA, ANCOVA, regression, logistic regression), experimental design (split plot, etc.).

Impact analysis: e.g. Propensity score, Difference in Differences
Resampling methods: Bootstrap, Jackknife, and Simulation
Panel Data: Multilevel Data (mixed modelling)
Scripts are available for download at: www.guidoluechters.de

Introduction to Remote Sensing. The training is conducted by the Center for Remote Sensing (ZFL, Zentrum für Fernerkundung) of the University of Bonn, located in the ZEF building. Details about their courses are available at https://www.zfl.uni-bonn.de/

ArcView is part of the ZEFc course.