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Language of instruction
French, English
Teaching content
QUANTITATIVE METHODS
Training officer(s)
J.AMAR
Stakeholder(s)
Jennifer Amar
Matthieu Buisine
Matthieu Buisine
Présentation
Prerequisite
Basic knowledge in descriptive and inferential statistics (hypothesis testing)
Goal
At the end of the course, the student should be able to :
Understand the usefulness of data reduction methods and classification methods in management and in a professional context
Select a research question and master the appropriate techniques (factorial and classification analyses)
Use the statistical analysis software SPSS
Interpret data, assess the relevance of the results and make consistent decisions to tackle managerial issues
Produce a professional quality document and make a professional quality oral presentation
Understand the usefulness of data reduction methods and classification methods in management and in a professional context
Select a research question and master the appropriate techniques (factorial and classification analyses)
Use the statistical analysis software SPSS
Interpret data, assess the relevance of the results and make consistent decisions to tackle managerial issues
Produce a professional quality document and make a professional quality oral presentation
Presentation
I. Introduction to multivariate data analysis
II. Factorial analysis methods
III. Classification / Clustering methods
II. Factorial analysis methods
III. Classification / Clustering methods
Modalités
Organization
| Type | Amount of time | Comment | |
|---|---|---|---|
| Face to face | |||
| Interactive class | 16,00 | 12 séances d'1h20 | |
| Independent study | |||
| Group Project | 6,00 | ||
| Estimated personal workload | 10,00 | Lecture de documents de cours + exercices | |
| Independent work | |||
| Research | 5,00 | Approfondissement du cours | |
| Overall student workload | 37,00 | ||
Evaluation
The evaluation contains: 1 mid-term, 1 final exam, 1 participation mark (student implication and behaviour, short oral presentations), 1 final group project (written report and intermediate oral presentations)
| Control type | Duration | Amount | Weighting |
|---|---|---|---|
| Others | |||
| Group Project | 0,00 | 1 | 15,00 |
| Final Exam | |||
| Written exam | 1,50 | 1 | 45,00 |
| Continuous assessment | |||
| Participation | 0,00 | 1 | 10,00 |
| Mid-term exam | 1,00 | 1 | 30,00 |
| TOTAL | 100,00 | ||
Ressources
Internet resources