Master [120] in Statistics: General - Detailed programme by subject

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      Core study

Cours obligatoires de statistique (38 credits)

LDATS2030 Programming and data reporting in R [M]

FR q1 22.5h+15h 5 credits
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch

LSTAT2190 Random vectors: modelling and processing [M]

FR q1 15h+7.5h 4 credits
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk

LSTAT2100 Discrete data analysis.

FR q2 30h+7.5h 5 credits
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch

LSTAT2120 Linear models [M]

EN q1 30h+15h 5 credits   > French-friendly
Teacher(s):

> Christian Hafner

Christian Hafner

LSTAT2130 Introduction to Bayesian statistics

EN q2 22.5h+7.5h 5 credits
Teacher(s):

> Philippe Lambert

Philippe Lambert

LSTAT2140 Non parametric statistics

FR q1 15h+5h 4 credits   > English-friendly
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

LSTAT2150 Smoothing techniques [M]

EN q1 22.5h+9.5h 5 credits

LSTAT2380 Statistical consulting [M]

EN q2 22.5h+7.5h 5 credits   > French-friendly
Teacher(s):

> Christian Ritter

Christian Ritter

Cours au choix
The programme must be supplemented by at least 8 courses chosen from this list, including at least 2 courses in computational statistics, at least 2 courses in statistical modelling and at least 1 course in industrial statistics.

Statistique computationnelle et en haute dimension
Choisir minimum 2 cours parmi :

LDATS2360 Basic SAS programming [M]

FR q1 15h+7.5h 4 credits

LSTAT2185 Numerical Methods for Statistics: Optimization, Simulations and the Bootstrap

EN q1 30h+15h 5 credits   > French-friendly
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

LDATS2350 Hands-on data science with Python [M]

EN q2 30h+15h 5 credits
Teacher(s):

> Olivier Caelen

Olivier Caelen

LSTAT2340 Statistical Analyses of -omics Data [M]

FR q2 30h+9.5h 5 credits   > English-friendly
Teacher(s):

> Laura Symul

Laura Symul

LDATS2450 Statistical learning. Estimation, selection and inference [M]

EN q2 30h+7.5h 5 credits   > French-friendly
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

LINMA2222 Stochastic Optimal Control and Reinforcement Learning

EN q1 30h+22.5h 5 credits

Modélisation statistique
Choisir minimum 2 cours parmi :

LSTAT2210 Mixed linear models

FR q1 15h+7.5h 4 credits
Teacher(s):

> Catherine Legrand

Catherine Legrand

LSTAT2170 Times series [M]

EN q2 22.5h+7.5h 5 credits
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk

LSTAT2220 Analysis of survival and duration data

FR q1 15h+5h 4 credits   > English-friendly
Teacher(s):

> Ingrid Van Keilegom

Ingrid Van Keilegom

LSTAT2480 Causality [C]

FR q2 15h+5h 4 credits

LSTAT2230 Advanced survival models [M]

EN q2 15h+5h 4 credits
Teacher(s):

> Catherine Legrand

Catherine Legrand

Statistique en industrie
Choisir minimum 1 cours parmi :

LSTAT2320 Design of experiment. [M]

FR q2 30h+9.5h 5 credits   > English-friendly
Teacher(s):

> Laura Symul

Laura Symul

LSTAT2330 Statistics in clinical trials. [M]

FR q2 30h+7.5h 5 credits

LSTAT2390 Applied statistics workshops

EN q1+q2 15h 3 credits   > French-friendly
Teacher(s):

> Christian Ritter

> Laura Symul

Christian Ritter

, Laura Symul

LSTAT2920 Stage ou travail d'application (20 à 30 jours)

FR q1 or q2 5 credits

Philosophie
Choisir maximum un cours parmi:

LFILO2003E Ethics in the Sciences and technics (sem)

FR q2 15h+15h 2 credits

LSC2001 Introduction to contemporary philosophy

FR q2 30h 2 credits
Teacher(s):

> Charles Pence

> Peter Verdée

Charles Pence

, Peter Verdée

LSC2220 Philosophy of science

EN q2 30h 2 credits
Teacher(s):

> Alexandre Guay

Alexandre Guay

Optional courses :
These credits are not counted within the 120 required credits.

LSST1001 IngénieuxSud [M]

FR q1+q2 30h+22.5h 5 credits
Teacher(s):

> Stéphanie Merle

> Jean-Pierre Raskin

Stéphanie Merle

, Jean-Pierre Raskin

LSST1002M Information and critical thinking - MOOC

FR q1 30h+15h 3 credits
Professional Focus [30.0]

Content:

LSTAT2820 Mémoire en statistique

FR q1 or q2 20 credits

LSTAT2040 Statistical analysis

FR q2 30h+15h 5 credits
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch

LSTAT2110 Data Analysis

FR q1 30h+7.5h 5 credits
Teacher(s):

> Olivier Caelen

Olivier Caelen
Options
-       Economics and actuarial science
  
  Content:
  
  Cours prioritaires - Economie et Actuariat
  
  LACTU2010 Property and casualty insurance actuarial science
  
  FR q1 45h+7.5h 7 credits
  Teacher(s):
  
  > Michel Denuit
  
  Michel Denuit
  
  LACTU2210 Quantitative Risk Management
  
  EN q2 30h 5 credits   > French-friendly
  Teacher(s):
  
  > Christian Hafner
  
  Christian Hafner
  
  LACTU2310 Statistical learning methods for insurance [M]
  
  FR q2 15h 3 credits
  Teacher(s):
  
  > Karim Barigou
  
  Karim Barigou
  
  Autres cours au choix - Economie et Actuariat
  
  LECON2601 Advanced Econometrics II - Time Series Econometrics
  
  EN q2 30h 5 credits
  Teacher(s):
  
  > Sébastien Van Bellegem
  
  Sébastien Van Bellegem
  
  LECON2602 Advanced Econometrics II - Microeconometrics
  
  EN q2 30h 5 credits
  Teacher(s):
  
  > William Parienté
  
  William Parienté
  
  LMAT1371 Probability Theory
  
  FR q2 30h+22.5h 5 credits
  Teacher(s):
  
  > Karim Barigou
  
  Karim Barigou
  
  LINMA2470 Stochastic modelling
  
  EN q2 30h+22.5h 5 credits   > French-friendly
  Teacher(s):
  
  > Philippe Chevalier
  
  > Quentin Lété
  
  Philippe Chevalier
  
  , Quentin Lété
- Climate and Society
  
  Content:
  
  Cours prioritaires - Climat et Société
  
  LGEO2211 Advanced statistical methods in geography
  
  FR q1 30h+30h 5 credits
  
  LSTAT2470 Statistical modeling of climate extremes [C]
  
  EN q1 15h+5h 4 credits
  
  Autres cours au choix - Climat et Société
  
  LPSYS2144 Data analysis: measure patterns
  
  FR q1 45h+15h 6 credits
  Teacher(s):
  
  > Gaëtane Caesens
  
  Gaëtane Caesens
  
  LDEMO2402 Méthodologie de collecte de données par enquêtes quantitatives (dont sondage)
  
  FR q2 30h 4 credits
  
  LSOC2095 Techniques approfondies d'enquête extensive et de sondage en sociologie : atelier d'exercices
  
  FR q2 15h 2 credits
      Preparatory Module   (only for students who qualify for the course via complementary coursework)

To access this Master, students must have a good command of certain subjects. If this is not the case, in the first annual block of their Masters programme, students must take supplementary classes chosen by the faculty to satisfy course prerequisites.

Bloc intégré de probabilité, statistique et mathématique

LSTAT2011 Éléments de mathématiques pour la statistique

FR q1 15h+15h 3 credits
Teacher(s):

> Catherine Legrand

Catherine Legrand

LSTAT2014 Elements of probability and mathematical statistics [M]

FR q1 22.5h+22.5h 5 credits   > English-friendly
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

Cours de mathématique

LINGE1114 Introduction to mathematical modelling : analysis

FR q1 30h+30h 4 credits
Teacher(s):

> Heiner Olbermann

Heiner Olbermann

LINGE1121 Introduction to mathematical modelling : algebra

FR q2 30h+30h 4 credits
Teacher(s):

> Tom Claeys

Tom Claeys

Cours d'informatique

LSC1301 Introduction to programming and data processing [C]

FR q2 22.5h+30h 5 credits

LINGE1225 Programming in Economics and Management [M]

FR q1 30h+20h 4 credits
Teacher(s):

> Marco Saerens

Marco Saerens

Cours de Probabilité et Statistique

LINGE1113 Data analysis : Probability

FR q2 30h+15h 4 credits

LINGE1214 Data analysis : Statistics and Econometrics [M]

FR q1 30h+15h 4 credits

LINGE1221 Econometrics

FR q2 30h+15h 4 credits

LMAT1271 Calculation of probability and statistical analysis

FR q2 30h+30h 6 credits   > English-friendly
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk

LPSP1209 Statistics, inference on one or two variables

FR q1 22.5h+15h 4 credits
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

LPSP1306 Statistics: descriptive analysis and GLM multivariate data modeling

FR q2 30h+15h 4 credits
Teacher(s):

> Olivier Caelen

Olivier Caelen

LMAFY1101 Data exploration and introduction to statiscal inference

FR q2 30h+30h 5 credits
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch

Cours d'anglais

LANGL1330 English intermediate level - 1st part

EN q1 or q2 20h 3 credits
Teacher(s):

> Stéphanie Brabant

> Estelle Dagneaux

> Jean-Luc Delghust

> Aurélie Deneumoustier

> Fanny Desterbecq

> Marie Duelz

> Claudine Grommersch

> Sandrine Mulkers (coord.)

> Marc Piwnik (coord.)

> Françoise Stas

Stéphanie Brabant

, Estelle Dagneaux

, Jean-Luc Delghust

, Aurélie Deneumoustier

, Fanny Desterbecq

, Marie Duelz

, Claudine Grommersch

, Sandrine Mulkers (coord.)

, Marc Piwnik (coord.)

, Françoise Stas