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The following lectures and courses given by the IFAS are also considered for non-German-speaking exchange students:
Winter term:
course name recommended literature | type | level | ECTS | HPW |
Probability Theory, opens an external URL in a new window Casella G. and Berger R. (2010). Statistical Inference | VL | M1 | 4 | 2 |
Probability Theory, opens an external URL in a new window Casella G. and Berger R. (2010). Statistical Inference | UE | M1 | 6 | 2 |
Stochastic Processes, opens an external URL in a new window Bailey N.T.J. (1964). The Elements of Stochastic Processes | KV | M1 | 4 | 2 |
Advanced Regression Analysis, opens an external URL in a new window Fahrmeir L., Kneib T., Lang S. and Marx B. (2013). Regression. Models, Methods and Applications | KV | M1 | 4 | 2 |
Statistical Principles of Data Science, opens an external URL in a new window Efron b. and Hastie T. (2016). Computer Age Statistical Inference | KV | M1 | 6 | 3 |
Computational Statistics, opens an external URL in a new window | KV | M2 | 4 | 2 |
Survival Analysis, opens an external URL in a new window Hosmer D.W. and Lemeshow S. (2003). Applied Survival Analysis | KV | M2 | 4 | 2 |
| KV | M2 | 4 | 2 | |
| SE | M2 | 6 | 2 |
Summer term:
course name recommended literature | type | level | ECTS | HPW |
Advanced Statistical Inference, opens an external URL in a new window Casella G. and Berger R. (2010). Statistical Inference | VL | M1 | 4 | 2 |
Advanced Statistical Inference, opens an external URL in a new window Casella G. and Berger R. (2010). Statistical Inference | UE | M1 | 6 | 2 |
Experimental Design, opens an external URL in a new window Morris M.D. (2011). Design of Experiments - An Introduction Based on Linear Models | KV | M1 | 4 | 2 |
Statistical Learning, opens an external URL in a new window Hastie T., Tibshirani R. and Friedman J. (2009). The elements of statistical learning | KV | M1 | 4 | 2 |
Bayes Statistics, opens an external URL in a new window Hoff P.D. (2009). A first course in Bayesian statistical analysis | KV | M1 | 4 | 2 |
Statistical Principles of Data Science, opens an external URL in a new window Efron B. and Hastie T. (2016). Computer Age Statistical Inference | KV | M1 | 6 | 3 |
Statistical Applications, opens an external URL in a new window | KV | M1 | 6 | 2 |
Abbreviations:
course type
- VL ... lecture
- UE ... recitation
- KV ... combined lecture and recitation
- SE ... seminar
educational levels
- M1 ... Master's programme first year
- M2 ... Master's programme second year
HPW ... hours per week
