Coursebooks

Probabilities and statistics II

MATH-236

Lecturer(s) :

Goldstein Darlene

Language:

English

Summary

Linear statistical methods, analysis of experiments, logistic regression.

Content

• Simple linear regression, least squares estimation
• t-tests, confidence intervals
• Multiple regression
• Model selection
• Experimental designs
• One-way, two-way ANOVA
• Chi-square test
• Logistic regression

Learning Outcomes

By the end of the course, the student must be able to:

• Demonstrate understanding of course material
• Apply understanding to exercise/real life scenarios

Transversal skills

• Use a work methodology appropriate to the task.

Teaching methods

Lectures and group exercises

Expected student activities

Students should be prepared to participate in their learning by participating during lecture, asking questions, and contributing to exercise sessions

Assessment methods

Midterm test and written exam

Resources

Bibliography

Introduction à la statistique / Morgenthaler

Ressources en bibliothèque

• Introduction à la statistique / Morgenthaler