| Bibliography | Field, A., Miles, J., Field, Z., Discovering Statistics Using R, SAGE 2014 Jones, O., Maillardet, R., Robinson, A., Scientific Programming and Simulation Using R, Chapmann & Hall / CRC Press 2009 Venables, W.N., Smith, D.M. and the R Core Team, "An Introduction to R", 2012 (Version 2.15.2), http://cran.r-project.org/doc/manuals/R-intro.pdf Wickham, Hadley, ggplot2: Elegant Graphics for Data Analysis (Use R!), Springer 2009 (2nd edition) |
| Content of teaching | The students use the R software for handling case studies from the fields of e-commerce and decision support system (DSS). On the implementation level, participants learn to write functions in R to simulate data, e.g., corporate data. On the user level, participants learn methods for analyzing and visualizing data, e.g., for the analysis of product reviews. Main topics covered by the lecture: 1. Data types and programming concepts in R 2. Data selection and restructuring in data frames 3. Text Mining with R 4. Optimization with R 5. Visualization with R |
| Annotation | Limited number of slots The course has been added summer term 2015. |
| Workload | The total workload for this course is approximately 135.0 hours. For further information see German version. |
| Aim | The students
|
| Exam description | The assessment consists of a written exam (60 min) (according to §4(2), 1 of the examination regulation). By successful completion of the exercises (according to §4(2), 3 of the examination regulation) a bonus can be obtained. If the grade of the written exam is at least 4.0 and at most 1.3, the bonus will improve it by one grade level (i.e. by 0.3 or 0.4). The bonus only applies to the first and second exam of the semester in which it was obtained. |
Modeling and Analyzing Consumer Behaviour with R
| type: | Vorlesung (V) | ||
|---|---|---|---|
| semester: | SS 2017 | ||
| time: | 2017-04-25 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-05-02 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-05-09 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-05-16 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-05-23 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-05-30 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-06-06 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-06-13 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-06-20 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-06-27 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-07-04 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-07-11 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-07-18 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) 2017-07-25 14:00 - 15:30 wöchentlich 05.20 1C-01 05.20 Kaiserstraße 89-93 (Allianz-Gebäude) |
||
| lecturer: | Dr. Verena Dorner | ||
| sws: | 2 | ||
| lv-no.: | <a target="lvn" href="https://campus.studium.kit.edu/events/I2E9ewK7RH6kpFtFmRL28A">2540470</a> | ||
