 | Study programme 2018-2019 | Français | |
 | Descriptive Multivariate Analysis | ||
Activité d'apprentissage à la Faculty of Psychology and Education |
| Code | Lecturer(s) | Associate Lecturer(s) | Subsitute Lecturer(s) et other(s) |
|---|---|---|---|
| P-SMSL-238 |
|
| Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term |
|---|---|---|---|---|---|---|---|
| Anglais | Anglais | 15 | 15 | 0 | 0 | 0 | Q1 |
Content of Learning Activity
The techniques of the multidimensional analysis: basic concepts: the geometrical representations (space of variables, spaces of the individuals), notions of matrix calculation, notion of distance; general principle of the Factorial Analysis; PCA (principle of adjustment, principle of rotation); simple Correspondence Analysis ; Multiple Correpondence Analysis ; simple and multiple linear Regression ( predicted variables selection, multicollinearity) ; Discriminante Analysis.
Required Learning Resources/Tools
Slides via Moodle
Recommended Learning Resources/Tools
Not applicable
Other Recommended Reading
. Bouroche J-M. & Saporta G., <em>L’analyse des données</em>, Collection Que sais-je ? n°1854, PUF, 1998.
. Bry X., <em>Analyses factorielles simples</em>, Coll. Techn.quantitatives poche, Ed. ECONOMICA, 1995.
. Bry X., <em>Analyses factorielles multiples</em>, Coll. Techn.quantitatives poche, Ed. ECONOMICA, 1999.
. Cibois P., <em>L’analyse factorielle</em>, Collection Que sais-je ? n°2095, PUF, épuisé.
. Escofier B. & Pagès J., <em>Analyses factorielles simples et multiples</em>, DUNOD, Paris, 2ème éd, 1990.
. Fisher R.A., <em>The use of multiple multiple measurements in taxonomic problems</em>, Annals of Eugenics London, 10, pp. 422–429, 1936.
. Lebart L., Morineau A. & Piron M., <em>Statistique exploratoire multidimensionnelle</em>, DUNOD, Paris, 3ème éd, 2000.
. Mahalanobis P.C., <em>On the generalized Distance in Statistics</em>, Proceedings of national Institute of Sciences of India, 2, pp. 49–55, 1936.
. Reuchlin M., <em>Méthodes d’analyse factorielle à l’usage des psychologues</em>, PUF, Paris, 1964.
. Rouanet H. & Le Roux B., <em>Analyse des données multidimensionnelles</em>, Dunod, Paris, <em>1993</em>.
. Stafford J.& Bodson P., <em>L’analyse multivariée avec SPSS</em>, Presses de l’Université du Québec, Québec, 2006.
Mode of delivery
- Face to face
Type of Teaching Activity/Activities
- Cours magistraux
- Travaux pratiques
Evaluations
The assessment methods of the Learning Activity (AA) are specified in the course description of the corresponding Educational Component (UE)