Syllabus
Enseignant : Yakoub BOULAROUK
Email: http://y.boularouk@centre-univ-mila.dz
Target audience: Third-year students in Applied Mathematics
Semester: 6
Course: Parametric Statistics
Credits: 9
Coefficient: 5
Objectives of the course:
This course teaches the fundamental concepts and theorems of classical inferential statistics.
Recommended prerequisites: Analysis, Probability
To take this course, students must have a solid understanding of basic analysis and algebra methods, as well as essential techniques in probability calculation.
Course content:
Chapter 1: Sampling
Chapter 1: Point Estimation
Chapter 2: Interval Estimation
Chapter 3: Hypothesis Testing
Chapter 4: Common Tests
Références
· Michel Lejeune. Statistique, La théorie et ses applications. Springer-Verlag France, Paris, 2010
· Renée Veysseyre. Statistique et probabilités. Dunod, Paris, 2001, 2006
· Jun Shao. Mathematical Statistics: Exercises and Solutions. 2005 Springer Science+Business Media, Inc.
· Gilbert Saporta, Probabilities, Analyse des données et Statistique, Technip, 2006.
. Eva Cantoni, Philipe Huber et Elvezion Ronchetti, Maitriser l’aléatoire, exercices de probabilités et statistique, Springer, 2006.