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| CRIM0003-2 | Multivariate methods applied to statistical data in criminology and social science , Second Part : Mutivariate metho
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| Duration : | 25h Pr |
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| Credits/ECTS : |
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| Holder(s) : | Henri Born |
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| Language : | Langue française |
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| Course contents : | Introduction
Univariate descriptive statistics
Hypothesis testing
I.Regression
a. Univariate linear model
- Least squares
- Fitting
- Variance analysis
- Inference
b. Multivariate model
II.Advanced Regression
a. Logistic regression
b. Logit
c. Loglin
III. Multivariate methods for reduction
a. Component Principal Analysis
b. Correspondance Analysis
IV. Clustering |
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| Course objective : | Typology of multivariate methods
Theory
Applications in SAS
Analysis of results |
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| Prerequisites : | Part I : SAS programming |
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| Assessment : | Written work and oral examination |
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| Contacts : | Instructor : Henri BORN
hborn@ulg.ac.be |
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| Remarks : | Only a part of contents of this course is taught to students registered in Criminology (3ECTS).
For students in Soiology (6ECTS) a research project is needed before oral exam. |
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| Items online : |
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| Plateforme e-learning |
| Cours disponible sur le campus virtuel |
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