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70411-01 - Vorlesung mit Übungen: Statistics for Biomedical Engineering (3 KP)
| Semester | Frühjahrsemester 2024 |
| Angebotsmuster | Jedes Frühjahrsem. |
| Dozierende |
Klaus Mayer (klaus.mayer@unibas.ch)
Pablo Sinues (pablo.sinues@unibas.ch, BeurteilerIn) |
| Inhalt | The course will involve practical statistics and data-analysis techniques relevant in the biomedical engineering field, with a focus on solving biomedical problems. The course will introduce or repeat basic concepts of statistics but will emphasize on the use and application of statistics and understanding data analysis and representation rather than on understanding the mathematical background of statistics. The course will be set up around relevant and realistic datasets. Students will learn how to understand the fundamental concepts of descriptive and inferential statistics, analyze data and choose an appropriate hypothesis test to answer a given question, compute numerical statistical measures and perform hypothesis tests ‘by hand’, and visualize data and perform statistical analysis. They will learn and explore DOE techniques in a hands-on experiment and learn how to use error analysis to correctly determine (in-)accuracies, essential to the interpretation of any experiment. |
| Lernziele | After completing the module, students will be able to… • Visualize data using MATLAB and Python. • Summarize data via descriptive statistics. • Use Inferential Statistics. • Perform power and sample size calculations. • Use linear regression and correlation analysis. • Use linear mixed models and ANOVA analysis • Perform a DOE • Perform error analysis |
| Teilnahmevoraussetzungen | Programming in MATLAB at the level of course “Programming Basics with MATLAB” Programming in Python at the level of course “Programming Basics with Python”/ 69472 |
| Unterrichtssprache | Englisch |
| Einsatz digitaler Medien | kein spezifischer Einsatz |
| Intervall | Wochentag | Zeit | Raum |
|---|---|---|---|
| wöchentlich | Donnerstag | 10.15-12.00 | Biozentrum, Seminarraum U1.191 |
Einzeltermine
| Datum | Zeit | Raum |
|---|---|---|
| Donnerstag 29.02.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.191 |
| Donnerstag 07.03.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.191 |
| Donnerstag 14.03.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.191 |
| Donnerstag 21.03.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 28.03.2024 | 10.15-12.00 Uhr | Ostern |
| Donnerstag 04.04.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 11.04.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 18.04.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 25.04.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.191 |
| Donnerstag 02.05.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 09.05.2024 | 10.15-12.00 Uhr | Auffahrt |
| Donnerstag 16.05.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 23.05.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Donnerstag 30.05.2024 | 10.15-12.00 Uhr | Biozentrum, Seminarraum U1.197 |
| Freitag 21.06.2024 | 10.00-12.30 Uhr | Biozentrum, Maurice E. Müller Saal U1.111 |
| Module |
Modul: Biomedical Engineering Basics (Masterstudium: Biomedical Engineering) |
| Prüfung | Leistungsnachweis |
| Hinweise zur Prüfung | • Presentation at the end of the course of a relevant paper covering statistical methods learned during the lectures (30%) • Exam (70%) |
| An-/Abmeldung zur Prüfung | Anm.: Belegen Lehrveranstaltung; Abm.: stornieren |
| Wiederholungsprüfung | eine Wiederholung, bester Versuch zählt |
| Skala | 1-6 0,1 |
| Belegen bei Nichtbestehen | beliebig wiederholbar |
| Zuständige Fakultät | Medizinische Fakultät |
| Anbietende Organisationseinheit | Departement Biomedical Engineering (DBE) |