Partie de base STAT2FC

Optional Partie de base STAT2FC
Optional Orientation 1 : Bases de statistique et de traitement de données
Optional LSTAT2014  Elements of probability and mathematical statistics
FR q1  22.5h+22.5h  5 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LBIRA2110A  Statistical analysis of multivariate data
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye

> Frédéric Gaspart

> Laura Symul

Xavier Draye
, Frédéric Gaspart
, Laura Symul
Optional LDEMO2047  Méthodes quantitatives en sciences sociales : analyses causales, factorielles et typologies
FR q1  20h+20h  5 credits      
Teacher(s):

> Bruno Masquelier

Bruno Masquelier
Optional LECGE1224  Economics and Management Statistics
FR q2  30h+15h  5 credits      
Teacher(s):

> Cédric Heuchenne

Cédric Heuchenne
Optional LINGE1222  Multivariate Statistical Analysis
FR q2  30h+15h  4 credits      
Teacher(s):

> Johan Segers

Johan Segers
Optional LMAFY1101  Data exploration and introduction to statiscal inference
FR q2  30h+30h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LMAT1271  Calculation of probability and statistical analysis
FR q2  30h+30h  6 credits       > English-friendly  
Teacher(s):

> Rainer von Sachs

Rainer von Sachs
Optional LPSP1011  Statistics: descriptive analysis of quantitative data
FR q2  22.5h  3 credits      
Teacher(s):

> Nathalie Lefèvre

Nathalie Lefèvre
Optional LPSP1209  Statistics, inference on one or two variables
FR q1  22.5h+15h  4 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LPSP1306  Statistics: descriptive analysis and GLM multivariate data modeling
FR q2  30h+15h  4 credits      
Teacher(s):

> Aurélie Bertrand

> Nathalie Lefèvre

Aurélie Bertrand
, Nathalie Lefèvre
Optional LVETE1262  Biostatistics and information's critical analysis
FR q1  45h+40h  7 credits      
Teacher(s):

> Mickaël De Backer (compensates Catherine Legrand)

Mickaël De Backer (compensates Catherine Legrand)
Optional WFARM1247  Statistical data processing
FR q2  15h+15h  3 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional Orientation 2 : Mathématique et programmation pour la statistique et les data sciences
Optional LSTAT2011  Éléments de mathématiques pour la statistique
FR q1  15h+15h  3 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2020  Statistical softwares and basic statistical programming
FR q1  15h+15h  4 credits      
Teacher(s):

> Céline Bugli

Céline Bugli
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LDATS2360  Seminar in data management: basic
L'étudiant qui désire suivre ce cours en SAS doit inclure un minimum de 15 autres crédits de cours dans son certificat.
FR q1  15h+10h  4 credits      
Teacher(s):

> Céline Bugli

Céline Bugli
Optional LDATS2370  Data Management II : SAS ADVANCED PROGRAMMING
L'étudiant qui désire suivre ce cours en SAS doit inclure un minimum de 15 autres crédits de cours dans son certificat et doit avoir réussi le cours LDATS2360.
FR q2  15h+10h  4 credits      
Teacher(s):

> Christophe Kabacinski

Christophe Kabacinski
Optional LINFO1101  Introduction to programming
Le cours LINFO1101 est à accès limité et uniquement réservé aux étudiants qui suivent le programme préparatoire au master en science des données.
FR q1  30h+30h  5 credits      
Teacher(s):

> Kim Mens

> Siegfried Nijssen

> Charles Pecheur

Kim Mens
, Siegfried Nijssen
, Charles Pecheur
Optional LINGE1225  Programming in Economics and Management
FR q1  22.5h+22.5h  4 credits      
Teacher(s):

> Marco Saerens

Marco Saerens
Optional Orientation 3 : Méthodologie statistique
Optional LSTAT2040  Statistical analysis
FR q2  30h+15h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2100  Discrete data analysis.
FR q2  30h+7.5h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2190  Concepts and treatment of random vectors
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Rainer von Sachs

Rainer von Sachs
Optional LSTAT2110  Data Analysis
FR q1  30h+7.5h  5 credits      
Teacher(s):

> Johan Segers

Johan Segers
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2130  Introduction to Bayesian statistics
EN q2  22.5h+7.5h  5 credits      
Teacher(s):

> Philippe Lambert

Philippe Lambert
Optional LSTAT2140  Non parametric statistics
FR q1  15h+5h  4 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LSTAT2150  Nonparametric statistics: smoothings methods
EN q1  15h+5h  4 credits      
Teacher(s):

> Rainer von Sachs

Rainer von Sachs
Optional LSTAT2170  Times series
EN q2  30h+7.5h  5 credits      
Teacher(s):

> Rainer von Sachs

Rainer von Sachs
Optional LSTAT2200  Survey and Sampling
FR q2  15h+5h  4 credits      
Teacher(s):

> Séverine Guisset

> Christian Ritter

Séverine Guisset
, Christian Ritter
Optional LSTAT2210  Mixed linear models
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LDEMO2402  Méthodologie de collecte de données par enquêtes quantitatives (dont sondage)
Ce cours est à prendre oblibatoirement avec le cours LSOC2095
FR q2  30h  4 credits      
Teacher(s):

> Bruno Schoumaker

Bruno Schoumaker
Optional LSOC2095  Techniques approfondies d'enquête extensive et de sondage en sociologie : atelier d'exercices
Ce cours est à prendre obligatoirement avec le cours LDEMO2402
FR q2  15h  2 credits      
Optional Orientation 4 : Data sciences
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2100  Discrete data analysis.
FR q2  30h+7.5h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2110  Data Analysis
FR q1  30h+7.5h  5 credits      
Teacher(s):

> Johan Segers

Johan Segers
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LDATS2350  Data Mining
EN q2  15h+15h  4 credits      
Teacher(s):

> Robin Van Oirbeek

Robin Van Oirbeek
Optional LDATS2310  Data science for insurance and finance
EN q1  15h  3 credits      
Teacher(s):

> Donatien Hainaut

Donatien Hainaut
Optional LDATS2470  Statistical Machine Learning and High Dimensional Data Analysis
EN q2  15h  3 credits      
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LDEMO2640  "Big data" : capture et analyse de données massives
FR q2  20h  3 credits      
Teacher(s):

> Julien Boelaert

> Christine Schnor

Julien Boelaert
, Christine Schnor
Optional LELEC2870  Machine learning : regression, deep networks and dimensionality reduction
EN q1  30h+30h  5 credits       > French-friendly  
Teacher(s):

> John Lee

> John Lee (compensates Michel Verleysen)

> Michel Verleysen

John Lee
, John Lee (compensates Michel Verleysen)
, Michel Verleysen
Optional LINFO2262  Machine Learning :classification and evaluation
EN q2  30h+30h  6 credits       > French-friendly  
Teacher(s):

> Pierre Dupont

Pierre Dupont
Optional LINFO2275  Data mining & decision making
EN q2  30h+15h  5 credits       > French-friendly  
Teacher(s):

> Marco Saerens

Marco Saerens
Optional Orientation 5 : Sciences et technologies
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2110  Data Analysis
FR q1  30h+7.5h  5 credits      
Teacher(s):

> Johan Segers

Johan Segers
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2310  Statistical quality control.
FR q1  15h+5h  4 credits       > English-friendly  
Teacher(s):

> Bernard Francq

Bernard Francq
Optional LSTAT2320  Design of experiment.
FR q2  22.5h+7.5h  5 credits       > English-friendly  
Teacher(s):

> Patrick Bogaert

Patrick Bogaert
Optional LSTAT2330  Statistics in clinical trials.
FR q2  22.5h+7.5h  5 credits      
Teacher(s):

> Catherine Legrand

> Annie Robert

Catherine Legrand
, Annie Robert
Optional LBRTI2101A  Data Science in bioscience engineering
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Patrick Bogaert

> Emmanuel Hanert

Patrick Bogaert
, Emmanuel Hanert
Optional LBIRC2130A  Integrated project of chemical analysis and chemometrics - chemometrics
FR q1  30h+15h  4 credits      
Teacher(s):

> Vincent Baeten

> Réjane Rousseau

> Aurélien vander Straeten (compensates Christine Dupont)

Vincent Baeten
, Réjane Rousseau
, Aurélien vander Straeten (compensates Christine Dupont)
Optional LBIRA2110A  Statistical analysis of multivariate data
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye

> Frédéric Gaspart

> Laura Symul

Xavier Draye
, Frédéric Gaspart
, Laura Symul
Optional LBRAI2222  Mixed models and experimental design
FR q2  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye (coord.)

> Laura Symul

Xavier Draye (coord.)
, Laura Symul
Optional Orientation 6 : Biostatistique
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2130  Introduction to Bayesian statistics
EN q2  22.5h+7.5h  5 credits      
Teacher(s):

> Philippe Lambert

Philippe Lambert
Optional LSTAT2210  Mixed linear models
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2220  Analysis of survival and duration data
FR q1  15h+5h  4 credits       > English-friendly  
Teacher(s):

> Ingrid Van Keilegom

Ingrid Van Keilegom
Optional LSTAT2230  Advanced survival models
EN q2  15h+5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2330  Statistics in clinical trials.
FR q2  22.5h+7.5h  5 credits      
Teacher(s):

> Catherine Legrand

> Annie Robert

Catherine Legrand
, Annie Robert
Optional LSTAT2340  Statistical Analyses of ¿omics Data
FR q2  15h+5h  4 credits      
Teacher(s):

> Laura Symul

Laura Symul
Optional WFSP2218  Longitudinal analysis: linear, logistic and Poisson regression
FR q1  20h+20h  4 credits      
Teacher(s):

> Annie Robert

Annie Robert
Optional WFSP2228  Systematic literature review, realist evaluation and meta-analysis
FR q2  20h+10h  3 credits      
Teacher(s):

> Annie Robert (coord.)

> Kiswendsida Clovis Sawadogo

Annie Robert (coord.)
, Kiswendsida Clovis Sawadogo
Optional WFSP2238  Advanced epidemiology
EN q2  20h+20h  5 credits      
Teacher(s):

> Brecht Devleesschauwer (compensates Niko Speybroeck)

> Niko Speybroeck

Brecht Devleesschauwer (compensates Niko Speybroeck)
, Niko Speybroeck
Optional LBIRA2110A  Statistical analysis of multivariate data
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye

> Frédéric Gaspart

> Laura Symul

Xavier Draye
, Frédéric Gaspart
, Laura Symul
Optional Orientation 7 : Méthodes avancées
Optional LSTAT2185  Numerical Methods for Statistics: Optimization, Simulations and the Bootstrap
EN q1  30h+15h  5 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LSTAT2230  Advanced survival models
EN q2  15h+5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2380  Statistical consulting
EN q1+q2  30h  5 credits       > French-friendly  
Teacher(s):

> Christian Ritter

Christian Ritter
Optional LSTAT2440  Inference and Data Reduction
EN q1  15h+7.5h  4 credits      
Teacher(s):

> Rainer von Sachs

Rainer von Sachs
Optional LSTAT2450  Statistical learning. Estimation, selection and inference
EN q1  30h+7.5h  5 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LSTAT2460  Asymptotic Statistics
EN q1  15h+5h  4 credits      
Teacher(s):

> Johan Segers

Johan Segers
Optional LDATS2470  Statistical Machine Learning and High Dimensional Data Analysis
EN q2  15h  3 credits      
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LMAT1371  Probability Theory
FR q2  30h+22.5h  5 credits      
Teacher(s):

> Johan Segers

Johan Segers