Probabilities and statistics (I) [ LBIR1203 ]
4.0 crédits ECTS
30.0 h + 15.0 h
1q
| Teacher(s) |
Bogaert Patrick ;
|
| Language |
French
|
Place
of the course |
Louvain-la-Neuve
|
| Main themes |
Introduction to the calculus of probability - Discreete and continuous random variables: probability and probability density functions, expectations, variance and other statistical properties - Principal statistical distributions - Couples of random variables and random vectors: joint, marginal and conditional distributions, independence, covariance and correlation, expectations and conditional variance - Introduction to statistics - Notions concerning estimators and estimator properties - Inference about the mean and variance: estimators, sample distributions - Notions of one-mean-confidence intervals.
|
| Aims |
Initiation to the study of random phenomena and to the principles and methodology of the statistic analysis of experimental data.
|
| Content |
Introduction to the calculus of probability - Discreete and continuous random variables: probability and probability density functions, expectations, variance and other statistical properties - Principal statistical distributions - Couples of random variables and random vectors: joint, marginal and conditional distributions, independence, covariance and correlation, expectations and conditional variance - Introduction to statistics - Notions concerning estimators and estimator properties - Inference about the mean and variance: estimators, sample distributions - Notions of one-mean-confidence intervals.
The practical exercises deal with examples and applications allowing to apply the theory. Part of these exercises will deal with data processing issues in the computer room and will allow to illustrate the different statistical concepts. Use will be made of the macro-language introduced in the course BIR1202 'Informatique appliquée'. There will also be a link with the course BIR1201 'Exercices intégrés en mathématiques et informatique'.
|
| Other information |
Precursory courses : BIR 1202 'Informatique appliquée'
Supplemental courses : BIR 1201 'Exercices intégrés en mathématiques et informatique', BIR 13XX 'Probabilités et statistiques II'
Support : Syllabus, text book and personal notes
Framing : teaching team + assistant
|
Cycle et année
d'étude |
> Bachelor in Information and Communication
> Bachelor in Philosophy
> Bachelor in Engineering : Architecture
> Bachelor in Computer Science
> Bachelor in Psychology and Education: General
> Bachelor in Economics and Management
> Bachelor in Human and Social Sciences
> Bachelor in Motor skills : General
> Bachelor in Sociology and Anthropology
> Bachelor in Political Sciences: General
> Bachelor in Mathematics
> Bachelor in Biomedicine
> Bachelor in Engineering
> Bachelor in Pharmacy
> Bachelor in Religious Studies
> Preparatory year for Master in Computer science
> Preparatory year for Master in Statistics: Biostatistics
> Bachelor in Bioengineering
> Master [120] in Environmental Science and Management
|
Faculty or entity
in charge |
> AGRO
|
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