Instructors:

Ilaria Venanzi, PH.D., Associate Professor, University of Perugia

Laura Ierimonti Ph.D., Post-doctoral fellow, University of Perugia (exercises and tutorials)

(brochure)

Course program:

January, 11th 2021

9:00-11:00

Proability distributions, random variables and random vectors, expectations and moments, functions of random variables.

11:00-13:00

Classroom exercises

January, 13th 2021

9:00-11:00

Continuous and discrete probability distributions, statisticalinference, parameters estimation.

11:00-13:00

Classroom exercises

January, 15th 2021

8:30-11:00

Model verification, Monte-Carlo method and data sampling, linear models and linear regression.

11:00-13:30

Classroom exercises