2023-2024 / MATH0079-1

Stochastic process

Duration

30h Th, 10h Pr, 20h Proj.

Number of credits

 Master in mathematics (120 ECTS) (Odd years, organized in 2023-2024) 8 crédits 
 Master in mathematics (60 ECTS) (Odd years, organized in 2023-2024) 8 crédits 

Lecturer

Laurent Loosveldt

Language(s) of instruction

French language

Organisation and examination

Teaching in the second semester

Schedule

Schedule online

Units courses prerequisite and corequisite

Prerequisite or corequisite units are presented within each program

Learning unit contents

I. General notions about stochastic processes
II. Discrete-time stochastic processes and martingales
III. Continuous-time stochastic processes 
IV. Definition and construction of the Brownian motion
V. Distribution properties of the Brownian motion
VI. Martingales in continuous time
VII. Sample path properties of the Brownian motion
VIII. Itô Integration

Learning outcomes of the learning unit

The objective is to offer the student the necessary tools to enter a very active but demanding research field. 

Prerequisite knowledge and skills

It is compulsory to have a solid background in mathematics (BA in mathematics). 
 
The course "Introduction to Stochastic Processes" is not a pre-requisite. 

Planned learning activities and teaching methods

Ex cathedra classes, exercice sessions and a personal work.

Mode of delivery (face to face, distance learning, hybrid learning)

Face-to-face course


Additional information:

The theory will be presented during "face-to-face" lectures.

Students will have to solve exercises, alone or by group, and these exercises will be corrected and discuted during lectures.

Recommended or required readings

See French section

Exam(s) in session

Any session

- In-person

oral exam

Written work / report


Additional information:

An oral examination consisting of theory and exercises will be organized. A personal work, which must be submitted one week before the exam, will also be requested.

Work placement(s)

Organisational remarks and main changes to the course

Course taught in French every two years

Contacts

Laurent Loosveldt

Email : l.loosveldt@uliege.be 

Département de Mathématique,
Allée de la Découverte, 12, B37,
4000 Liège Belgium
Office 0/59

Association of one or more MOOCs