Bioinformatics with Statistics
Syllabus, Bachelor's level, 3ME046
- Code
- 3ME046
- Education cycle
- First cycle
- Main field(s) of study and in-depth level
- Biomedicine G1N
- Grading system
- Fail (U), Pass (G), Pass with distinction (VG)
- Finalised
- 30 November 2008
- Responsible department
- Department of Medical Sciences
Entry requirements
General entry requirements
Learning outcomes
The student should obtain basic knowledge in statistics and bioinformatics and should be able to solve simple statistical problems and be able to communicate with statistical experts.
On completion of the course the student is expected to:
- Be able to account for the fundamental concepts within and opportunities afforded by bioinformatics in a wide sense (e.g. analyses of molecular sequence, structure and systems, biomarker discovery, spectroscopy and computerised tomography), focused on biomedical applications.
- Be able to account for and apply basic univariate and multivariate statistical methods in biomedical applications, primarily applications found in bioinformatics.
Content
BIOINFORMATICS
Orientation in analyses of molecular sequence, structure and systems, informatics aspects of biomarker discovery, bioinformatic databases, biomedical applications.
STATISTICS
Basic probability theory and statistics including parameter estimation, hypothesis testing and regression analysis. Orientation in multivariate statistical data analysis: regression, classification and visualisation. Biomedical applications based on bioinformatic methods.
Professional training.
Instruction
The teaching includes lectures, computer simulations, linguistic training, problem-oriented group assignments and seminars.
Attendance is compulsory at computer simulations, linguistic training, group assignments and seminars.
Assessment
To receive a pass for the course, all compulsory parts and a passed written examination are required.
A chance to finalise a failed laboratory course can be given only at the next course occasion and only in case of a vacancy.
Students who fail to pass the examination have the right to retake the examination on 4 additional occasions (= a total of 5 examinations). If special circumstances apply, the programme committee may grant additional examination attempts. Each time the student participates in an examination counts as one examination attempt. Submission of a so called blank exam is counted as one examination.