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

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      Core study

Cours obligatoires de statistique (32 credits)

LSTAT2020 Statistical softwares and basic statistical programming

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

> Céline Bugli (compensates Bernadette Govaerts)

Céline Bugli (compensates Bernadette Govaerts)

LSTAT2190 Concepts and treatment of random vectors

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

> Rainer von Sachs

Rainer von Sachs

LSTAT2100 Discrete data analysis.

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

> Cécile Adam (compensates Anouar El Ghouch)

Cécile Adam (compensates Anouar El Ghouch)

LSTAT2110 Data Analysis

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

> Johan Segers

Johan Segers

LSTAT2120 Linear models

EN q1 30h+7.5h 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
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

Cours au choix
Le programme doit être complété par au minimum 8 cours au choix de cette liste, dont au moins 2 cours de statistique computationnelle et au moins 3 cours de modélisation statistique.

Statistique computationnelle
Choisir minimum 2 cours parmi :

LDATS2030 Statistique et data sciences avec R: Programmation avancée

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

> Alain Guillet (compensates Anouar El Ghouch)

Alain Guillet (compensates Anouar El Ghouch)

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

EN q1 30h+15h 5 credits
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu

LSTAT2340 Statistical Analyses of ¿omics Data

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

> Céline Bugli (compensates Bernadette Govaerts)

> Bernadette Govaerts

Céline Bugli (compensates Bernadette Govaerts)

, Bernadette Govaerts

LDATS2350 Data Mining

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

> Robin Van Oirbeek

Robin Van Oirbeek

Modélisation statistique
Choisir minimum 3 cours parmi :

LSTAT2170 Times series

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

> Rainer von Sachs

Rainer von Sachs

LSTAT2210 Mixed linear models

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

> Catherine Legrand

Catherine Legrand

LSTAT2150 Nonparametric statistics: smoothings methods

EN q1 15h+5h 4 credits
Teacher(s):

> Rainer von Sachs

Rainer von Sachs

LSTAT2220 Analysis of survival and duration data

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

> Ingrid Van Keilegom

Ingrid Van Keilegom

LSTAT2230 Advanced survival models

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

> Catherine Legrand

Catherine Legrand

Collecte de données et design expérimental

LSTAT2200 Survey and Sampling

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

> Marie-Paule Kestemont

Marie-Paule Kestemont

LSTAT2310 Statistical quality control.

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

> Bernard Francq (compensates Bernadette Govaerts)

Bernard Francq (compensates Bernadette Govaerts)

LSTAT2320 Design of experiment.

FR q2 22.5h+7.5h 5 credits   > English-friendly
Teacher(s):

> Patrick Bogaert

> Bernadette Govaerts

Patrick Bogaert

, Bernadette Govaerts

LSTAT2330 Statistics in clinical trials.

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

> Catherine Legrand

> Annie Robert

Catherine Legrand

, Annie Robert

Philosophie
Choisir maximum un cours parmi:

LFILO2003E Ethics in the Sciences and technics (sem)

FR q2 15h+15h 2 credits
Teacher(s):

> Hervé Jeanmart

> Charles Pence

Hervé Jeanmart

, Charles Pence

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

FR q1+q2 15h+45h 5 credits
Teacher(s):

> Stéphanie Merle

> Jean-Pierre Raskin (coord.)

Stéphanie Merle

, Jean-Pierre Raskin (coord.)

LSST1002M Information and critical thinking - MOOC

FR q2 30h+15h 3 credits
Teacher(s):

> Myriam De Kesel

> Jean-François Rees

Myriam De Kesel

, Jean-François Rees
Professional Focus [30.0]

Content:

LSTAT2820 Mémoire en statistique

FR q1 or q2 20 credits

LSTAT2380 Statistical consulting

EN q1+q2 30h 5 credits > French-friendly
Teacher(s):

> Christian Ritter

Christian Ritter

LSTAT2040 Statistical analysis

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

> Benjamin Colling (compensates Anouar El Ghouch)

Benjamin Colling (compensates Anouar El Ghouch)
Options
- Fundamentals
  
  Content:
  
  LSTAT2440 Inference and Data Reduction
  
  EN q1 15h+7.5h 4 credits
  Teacher(s):
  
  > Rainer von Sachs
  
  Rainer von Sachs
  
  LSTAT2450 Statistical learning. Estimation, selection and inference
  
  EN q1 30h+7.5h 5 credits
  Teacher(s):
  
  > Eugen Pircalabelu
  
  Eugen Pircalabelu
  
  LSTAT2460 Asymptotic Statistics
  
  EN q1 15h+5h 4 credits
  Teacher(s):
  
  > Johan Segers
  
  Johan Segers
  
  LDATS2470 Statistical Machine Learning and High Dimensional Data Analysis
  
  EN q2 15h 3 credits
  Teacher(s):
  
  > Christian Hafner
  
  Christian Hafner
  
  LMAT1371 Probability Theory
  
  FR q2 30h+22.5h 5 credits
  Teacher(s):
  
  > Johan Segers
  
  Johan Segers
  
  LMAT2470 Processus stochastiques (statistique)
  
  FR q2 30h 5 credits > English-friendly
  Teacher(s):
  
  > Donatien Hainaut
  
  Donatien Hainaut
-       Statistics in Action
  
  Content:
  
  LSTAT2390 Applied statistics workshops
  
  EN q1+q2 15h 3 credits   > French-friendly
  Teacher(s):
  
  > Catherine Legrand
  
  > Christian Ritter
  
  Catherine Legrand
  
  , Christian Ritter
  
  Stage ou travail d'application
  
  LSTAT2920 Stage ou travail d'application
  
  FR q1 or q2 5 credits
  
  Cours à thème "Data Sciences - Machine Learning"
  
  LDATS2360 Seminar in data management: basic
  
  FR q1 15h+10h 4 credits
  Teacher(s):
  
  > Céline Bugli
  
  Céline Bugli
  
  LDATS2370 Data Management II : SAS ADVANCED PROGRAMMING
  
  FR q2 15h+10h 4 credits
  Teacher(s):
  
  > Christophe Kabacinski
  
  Christophe Kabacinski
  
  LDATS2310 Data science for insurance and finance
  
  EN q1 15h 3 credits
  Teacher(s):
  
  > Donatien Hainaut
  
  Donatien Hainaut
  
  LELEC2870 Machine learning : regression, deep networks and dimensionality reduction
  
  EN q1 30h+30h 5 credits   > French-friendly
  Teacher(s):
  
  > John Lee
  
  > Michel Verleysen
  
  John Lee
  
  , Michel Verleysen
  
  LINFO2262 Machine Learning :classification and evaluation
  
  EN q2 30h+30h 6 credits   > French-friendly
  Teacher(s):
  
  > Thibault Helleputte (compensates Pierre Dupont)
  
  Thibault Helleputte (compensates Pierre Dupont)
  
  Cours à thème "Economie et Actuariat"
  
  LINMA2725 Financial mathematics
  
  FR q1 30h+22.5h 5 credits
  Teacher(s):
  
  > Pierre Devolder
  
  Pierre Devolder
  
  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
  
  LACTU2210 Quantitative Risk Management
  
  EN q2 30h 5 credits   > French-friendly
  Teacher(s):
  
  > Christian Hafner
  
  Christian Hafner
  
  LACTU2010 NON LIFE INSURANCE
  
  FR q1 45h 7 credits
  Teacher(s):
  
  > Michel Denuit
  
  Michel Denuit
  
  Cours à thème "Sciences Humaines"
  Les cours LDEMO2402 et LSOC2095 sont toujours à suivre conjointement.
  
  LGEO2211 Advanced statistical methods in geography
  
  FR q1 30h+30h 5 credits
  Teacher(s):
  
  > Christian Hafner
  
  Christian Hafner
  
  LPSYS2144 Data analysis: measure patterns
  
  FR q1 45h+15h 6 credits
  Teacher(s):
  
  > Gaëtane Caesens
  
  > Massimo Penta
  
  Gaëtane Caesens
  
  , Massimo Penta
  
  LDEMO2402 Méthodologie de collecte de données par enquêtes quantitatives (dont sondage)
  Ce cours est à prendre obligatoirement avec LSOC2095
  
  FR q2 30h 4 credits
  Teacher(s):
  
  > Bruno Schoumaker
  
  Bruno Schoumaker
  
  LSOC2095 Techniques approfondies d'enquête extensive et de sondage en sociologie : atelier d'exercices
  Ce cours est à prendre obligatoirement avec LDEMO2402
  
  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, 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

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

> Eugen Pircalabelu

Eugen Pircalabelu

Cours de mathématique

LINGE1114 Mathematics I: analysis

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

> Heiner Olbermann

Heiner Olbermann

LINGE1121 Mathematics II: algebra and matrix calculus

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

> Tom Claeys

Tom Claeys

Cours d'informatique

LECGE1215 Information Technology in Economics and Management

FR q2 30h+20h 4 credits
Teacher(s):

> Manuel Kolp

> Marco Saerens

Manuel Kolp

, Marco Saerens

Cours de Probabilité et Statistique

LINGE1113 Probability

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

> Johan Segers

Johan Segers

LINGE1214 Further Statistics

FR q1 30h+15h 4 credits
Teacher(s):

> Christian Hafner

Christian Hafner

LINGE1221 Econometrics

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

> Sébastien Van Bellegem

Sébastien Van Bellegem

LINGE1222 Multivariate Statistical Analysis

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

> Johan Segers

Johan Segers

LMAT1271 Calculation of probability and statistical analysis

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

> Rainer von Sachs

Rainer von Sachs

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):

> Aurélie Bertrand (compensates Bernadette Govaerts)

> Nathalie Lefèvre (compensates Bernadette Govaerts)

> Cédric Taverne (compensates Bernadette Govaerts)

Aurélie Bertrand (compensates Bernadette Govaerts)

, Nathalie Lefèvre (compensates Bernadette Govaerts)

, Cédric Taverne (compensates Bernadette Govaerts)

LMAFY1101 Data exploration and introduction to statiscal inference

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

> Vincent Bremhorst (compensates Anouar El Ghouch)

Vincent Bremhorst (compensates Anouar El Ghouch)

Cours d'anglais

LANGL1330 English intermediate level - 1st part

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

> Stéphanie Brabant

> Julie Callens

> Julie Crombois

> Estelle Dagneaux

> Aurélie Deneumoustier

> Marie Duelz

> Claudine Grommersch

> Sandrine Mulkers (coord.)

> Emeline Pierre (compensates Sandrine Mulkers)

> Marc Piwnik (coord.)

> Florence Simon

> Françoise Stas

> Anne-Julie Toubeau

> Marine Volpe

Stéphanie Brabant

, Julie Callens

, Julie Crombois

, Estelle Dagneaux

, Aurélie Deneumoustier

, Marie Duelz

, Claudine Grommersch

, Sandrine Mulkers (coord.)

, Emeline Pierre (compensates Sandrine Mulkers)

, Marc Piwnik (coord.)

, Florence Simon

, Françoise Stas

, Anne-Julie Toubeau

, Marine Volpe