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60895-01 - Block course: Data Analysis - Modelling and Interpretation (2 CP)
| Semester | spring semester 2021 |
| Course frequency | Irregular |
| Lecturers | Giusi Moffa (giusi.moffa@unibas.ch, Assessor) |
| Content | This course will introduce students to model based statistical inference, with a particular focus on linear and logistic regressions for modelling continuous and binary outcomes respectively. Practical case studies will illustrate how to estimate the model parameters with the R statistical software, and how to interpret the results. |
| Learning objectives | Choose a suitable statistical model to study the relationship between a given outcome and one or more covariates; fit the model in R; provide a valid interpretation of the estimates of the model parameters |
| Bibliography | The course will not follow a specific textbook, but we will provide slides and references as appropriate for each lecture. |
| Admission requirements | Some basic knowledge of R and RStudio is expected. |
| Language of instruction | English |
| Use of digital media | No specific media used |
| Interval | Weekday | Time | Room |
|---|---|---|---|
| wöchentlich | Tuesday | 12.15-14.00 | - Online Präsenz - |
| wöchentlich | Tuesday | 14.15-16.00 | - Online Präsenz - |
| Comments | Block course from 11.5.21 - 8.6.21 12-14: Lecture; 14-16: Exercise |
Dates
| Date | Time | Room |
|---|---|---|
| Tuesday 11.05.2021 | 12.15-14.00 | - Online Präsenz -, -- |
| Tuesday 11.05.2021 | 14.15-16.00 | - Online Präsenz -, -- |
| Tuesday 18.05.2021 | 12.15-14.00 | - Online Präsenz -, -- |
| Tuesday 18.05.2021 | 14.15-16.00 | - Online Präsenz -, -- |
| Tuesday 25.05.2021 | 12.15-14.00 | - Online Präsenz -, -- |
| Tuesday 25.05.2021 | 14.15-16.00 | - Online Präsenz -, -- |
| Tuesday 01.06.2021 | 12.15-14.00 | - Online Präsenz -, -- |
| Tuesday 01.06.2021 | 14.15-16.00 | - Online Präsenz -, -- |
| Modules |
Module: Applied Mathematics (Bachelor's Studies: Mathematics) Module: Statistics and Computational Science (Master's Studies: Actuarial Science) |
| Assessment format | continuous assessment |
| Assessment registration/deregistration | Reg.: course registration, dereg: cancel course registration |
| Repeat examination | no repeat examination |
| Scale | 1-6 0,5 |
| Repeated registration | as often as necessary |
| Responsible faculty | Faculty of Science, studiendekanat-philnat@unibas.ch |
| Offered by | Fachbereich Mathematik |