Descriptif
MAA204 is an introductory course in statistics, with complements in probability. Topics include displaying and describing data in one or two dimensions, writing a statistical model, providing probabilistic properties of this model and establishing limit theorem. This will finally allow the introduction of the first basics in inferential statistics (estimators, confidence intervals and hypothesis testing).
The final grade is computed with the formula
max(exam grade, 0.5*(exam grade + small classes grade))
A litteral grade is then given based on the following rule
[0,7[ = E ; [7,9[ = D ; [9,10[ = C ; [10,11[ = B- ; [11,12[ = B ; [12,14[ = B+ ; [14,16[ = A- ; [16,18[ = A ; [18,20] = A+.
To validate the minimal grade is C.
Diplôme(s) concerné(s)
Parcours de rattachement
Pour les étudiants du diplôme Bachelor of Science de l'Ecole polytechnique
MAA203
Format des notes
Numérique sur 20Littérale/grade américainPour les étudiants du diplôme Echanges PEI
Le rattrapage est autorisé (Note de rattrapage conservée écrêtée à une note seuil de 9)- Crédits ECTS acquis : 3 ECTS
La note obtenue rentre dans le calcul de votre GPA.
Pour les étudiants du diplôme Bachelor of Science de l'Ecole polytechnique
Le rattrapage est autorisé (Note de rattrapage conservée écrêtée à une note seuil de 9)- Crédits ECTS acquis : 3 ECTS
La note obtenue rentre dans le calcul de votre GPA.
Programme détaillé
Table of contents:
I Introduction to descriptive Statistics
a/ Some notions of one-dimensional descriptive Statistics
b/ Very few words about two-dimensional descriptive Statistics
II Some reminders about random variables
a/ Properties of random variables
b/ Independence between random variables
c/ Usual probability distributions
d/ Limit theorems
III Introduction to parametric estimation
a/ Estimation of the expectation
b/ Maximum likelihood estimation
c/ Confidence interval
IV Introduction to statistical tests
a/ Parametric tests
b/ Nonparametric tests