Incoming Exchange Student Courses
General Data
Academic program Incoming Exchange Student Courses :
Type d'EC Classes (LIIEXP06EMathEng)
Lectures : 16h00
Tutorials : 16h00
Total duration : 64h00
Status :
Obligatoire
Period :
Semester 6_Robotique and Automation
Education language :
English
Learning Outcomes
- To be able to calculate and interpret descriptive statistics of samples and populations

- To demonstrate an understanding of random variables and their use applied to certain standard probability distributions (Binomial, Poisson and Normal)

- To demonstrate an understanding of the theory behind common statistical inference techniques and apply parametric hypothesis tests as appropriate

- To be able to implement on a professional software (MINITAB), a complete statistical analysis
Content
Introduction to statistics and probability - Graphical Tools to represent data
Meaningful Values
Probability Theory
Common Discrete and Continuous Probability Distributions
Convergence Theorems
Sampling
Estimations and Confidence intervals
Statistical Tests
Comparison of Normal Distributions
Normality Assumption checking
Homogeneity of a population: ANOVA
Chi-Square test
Correlation and linear regression
Pre-requisites / co-requisites
None
Bibliography
Course Lecture Notes