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Probalités et statistiquesMathématiques et Informatique 1 (GSI)
Probabilities and statistics
Teaching unit Mathematics and Computer Science 1 · GI.BS5
6ECTS (EU)
1Coefficient
25:20Hours
Séquencement
Learning objectives
Initiation of inferential statistics with R studio software useful for an engineer
Prerequisites
| Module | Teaching unit | Semester |
|---|---|---|
| Mathematics 3.2 | Basic Sciences 3 | S3 |
Program
- Univariate and Bivariate Statistics with R Studio
- Routine laws with R studio
- Theorem Central Limit
- Estimation and confidence interval and examples with R
- Hypothesis tests for proportions , averages and variances , examples with R
- Chi-two tests: examples with R
- Linear and Multilinear Regression: Examples with R
- ANOVA test with a factor and examples with R
- Project of Probabilities Statistics consisting of exploiting a dataset chosen by each student group
Assessment
2 CC
References
- Fourdrinier D., (2002), Inferential Statistics, Dunod
- Saporta G., (1990), Probabilities, Data Analysis and Statistics, Technip
Skills
4| Ref. | Verb | Description | Level |
|---|---|---|---|
| C1_1 | analyze | a statistical data set | 2 |
| C1_1 | identify | the appropriate hypothesis test to answer a concrete problem | 2 |
| C1_1 | implement | a test with R software | 2 |
| C1_1 | analyze | the output of R software | 2 |