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28887-01 - Lecture with practical courses: Statistical modelling (6 CP)
| Semester | fall semester 2023 |
| Course frequency | Every fall sem. |
| Lecturers | Penelope Vounatsou (penelope.vounatsou@unibas.ch, Assessor) |
| Content | Correlation and Linear Regression Logistic Regression Poisson and Negative Binomial Regression Survival models |
| Learning objectives | To understand, apply and interpret the results of statistical models for continuous, binary, counts and time to event independent data (linear, logistic, poison, negative binomial, Cox proportional hazards and parametric survival regression models); to be able to identify the appropriate statistical model for data analysis, apply and interpret the results; to gain insight into statistical thinking; to apply the statistical software R for data analysis. |
| Comments | Methods: Lectures, exercises, computer practicals in R and project work |
| Admission requirements | Advanced |
| Language of instruction | English |
| Use of digital media | No specific media used |
| Interval | Weekday | Time | Room |
|---|---|---|---|
| wöchentlich | Wednesday | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
Dates
| Date | Time | Room |
|---|---|---|
| Wednesday 20.09.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 1 |
| Wednesday 27.09.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 04.10.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 11.10.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 18.10.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 25.10.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 01.11.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 08.11.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 15.11.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 22.11.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 29.11.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 06.12.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 13.12.2023 | 09.00-12.30 | Swiss TPH Neubau, Seminarraum 2 |
| Wednesday 20.12.2023 | 13.15-17.00 | Swiss TPH Neubau, Seminarraum 6 |
| Modules |
Doctorate Science Epidemiology: Recommendations (PhD subject: Epidemiology) Module: Advances in Epidemiology, Statistics and Global & Public Health (Master's Studies: Epidemiology) |
| Assessment format | continuous assessment |
| Assessment details | Written final exam & assignments |
| Assessment registration/deregistration | Reg.: course registration, dereg: cancel course registration |
| Repeat examination | no repeat examination |
| Scale | Pass / Fail |
| Repeated registration | as often as necessary |
| Responsible faculty | Faculty of Science, studiendekanat-philnat@unibas.ch |
| Offered by | Schweizerisches Tropen- und Public Health-Institut |