Probability and statistics
- UE code INFOB223
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Schedule
30 30Quarter 2
- ECTS Credits 6
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Language
French
- Teacher Remiche Marie-Ange
At the end of this lecture, a student should be able
The student's objectif is to deeply understand the probability theory and statistical theory, and the related technics. On purpose we simplify the mathematical formalism to better highlight the intuition behind probability theory. We use measure theory to extend the descriptive analysis methods to probability theory (random variables).
We start with descriptive statistics, followed by probability theory basics (random variable, common law of probability,...) We use R for analysis of sets of data. We use probability theory to introduce the intuition behind inferential statistics (confidence interval and tests).
Written exam made of exercices to solve.
This lecture makes intensive use of S.M. Ross. A first course in probability (6th Edition). 2001.
Training | Study programme | Block | Credits | Mandatory |
---|---|---|---|---|
Bachelier en sciences informatiques | Standard | 0 | 6 | |
Bachelier en sciences informatiques | Standard | 2 | 6 |