Course details
Statistical Modelling
MATH 60604A
The objective of this course is to provide students with the basics of statistical inference, as well as statistical tools for data modeling in a regression framework. The theory behind the statistical models will be reviewed with an emphasis on data applications in management.
The course will focus on regression models, including linear models, generalized linear models and models for longitudinal data with random effects and correlation structures. For each of these models, basic inference principles will be covered, notably hypothesis testing and estimation procedures.
Themes covered
Basic principles in inference and statistical modeling
Linear models
Generalized linear models
Models for longitudinal data and correlated data
Introduction to survival analysis
Important notes
Course in French : MATH 60604
This course is not credited in the "Intelligence d'affaires" specialization.
Cours mutuellement exclusif(s) : MATH 60619(A) Vous ne pouvez pas vous inscrire à ce cours si vous avez postulé ou réussi le cours MATH 60619(A), ou si le cours MATH 60619(A) fait partie de votre structure.
Cours mutuellement exclusif(s) : MATH 60619(A) Vous ne pouvez pas vous inscrire à ce cours si vous avez postulé ou réussi le cours MATH 60619(A), ou si le cours MATH 60619(A) fait partie de votre structure.
Course code
MATH 60604A
Subject
Mathematics
Program
Master of Science (MSc)
Location
Côte-des-Neiges
Instruction mode
On-site learning
Credits
3