Level of study
BAC +2
ECTS
2 credits
Component
Faculty of Science
Description
This course continues the training of students in applied mathematics, in particular the use of statistical tools:
# Notions of populations and random samples.
# Estimators.
#Mean square error and bias-variance decomposition.
# Empirical estimators of mean and variance. Construction of estimators using the method of moments. Maximum likelihood.
Interval estimation.
# Hypothesis testing: null hypothesis, alternative hypothesis. First and second errors. Power of a test. Test statistics, rejection region. Examples of classical tests.
Necessary pre-requisites
Teaching mathematics in the first and second years of CPES
Knowledge control
Continuous assessment and final examÂ