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Applied Biostatistics
Last Updated: 2026-02-05 16:14:36
Abstract
This course covers the main methods used in Biostatistics. It starts by revising Linear Models (Regression, Anova), then moves to Generalised Linear Models (logistic regression and methods for count data) and finally introduces more advanced topics (Linear Mixed-Effects Models and Generalised Additive Models). The course strongly focuses on applied aspects of data analysis.
Objective
After this course students: - revised Linear Models - revised or got introduced to Generalised Linear Models - got introduced to Linear Mixed-Effects Models - got introduced to Generalised Additive Models - are able to select among these methods to solve an applied problem in Biostatistics - can perform the data analysis using the statistical software R - can interpret the results of such an analysis and draw valid "biological" conclusions
Content
This course is structured into three parts. The first part focuses on Linear and Generalised Linear Models. The second part introduces more advanced methodologies such as Linear Mixed-Effects Models and Generalised Additive Models. Both, part one and two will include the following topics: exploratory data analysis, model fitting, model "selection", residual diagnostics, model validation and results interpretation. Analyses will be carried out using the statistical software R. Finally, in the third part of the course students will be analysing real-world datasets to put into practice the knowledge and skills acquired during the first two parts.
General Information
- Language
- English
- Levels
- MSC
- Frequency
- Yearly recurring
Examination
- Type
- session examination
- Mode
- written 60 minutes
- Aids
- Keine
Course Components
| Type | Title | Time & Place | Hours |
|---|---|---|---|
| lecture with exercise | Applied Biostatistics |
|
3 h weekly |
Offered In
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Public Health (The module Public Health is compulsory for all students in the major Human Health, Nutrition and Environment.)
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Module Public Health (The module Public Health is compulsory for all students in the major Human Health, Nutrition and Environment.)
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