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Instructor: Dr. Florian Battke, Dr. Battke SCIENTIA, Life Science Services
Date: May 25, 2022
Time: 9:00-16:00 h
Location: ONLINE course
Please register with the school management.
COURSE OUTLINE
Refresher of statistical fundamentals
(optional, but recommended)
● Distributions and data transformation
● Hypothesis testing and critical interpretation of test results
● Tests on outliers, Gaussian distribution,..
● Parametric and non-parametric hypothesis testing
Statistical methods I
● 2-and 3-way ANOVA
● Post-hoc tests
● Hierarchical tests
Statistical methods II
● Advanced regression analysis
● Special applications (e.g., calibration, potency tests,…)
● Multiple regression
● Correlation matrix
Statistical methods II
● Principle Component Analysis
● Cluster analysis
Discussion of further topics / Exercises
● Miscellaneous contents
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