Master of Statistics and Data Science (on campus) (Leuven) (120 ECTS) Master of Science
Students with a degree obtained at an institution of the Flemish Community
Direct
On the basis of the following degrees, or similar degrees, obtained at an institution of the Flemish Community:
- Bachelor handelsingenieur (Brussel, Leuven)
- Bachelor handelsingenieur in de beleidsinformatica (Leuven)
- Bachelor in de bio-ingenieurswetenschappen (Leuven)
- Bachelor in de biochemie en de biotechnologie (Leuven)
- Bachelor in de biologie (Kortrijk, Leuven)
- Bachelor in de biomedische wetenschappen (Kortrijk, Leuven)
- Bachelor in de chemie (Kortrijk, Leuven)
- Bachelor in de communicatiewetenschappen (Leuven)
- Bachelor in de criminologische wetenschappen (Leuven)
- Bachelor in de economische wetenschappen (Leuven)
- Bachelor in de farmaceutische wetenschappen (Leuven)
- Bachelor in de fysica (Kortrijk, Leuven)
- Bachelor in de geneeskunde (Kortrijk, Leuven)
- Bachelor in de geografie (Leuven)
- Bachelor in de geologie (Leuven)
- Bachelor in de geowetenschappen (Leuven)
- Bachelor in de informatica (Kortrijk, Leuven)
- Bachelor in de ingenieurswetenschappen (Leuven)
- Bachelor in de lichamelijke opvoeding en de bewegingswetenschappen (Leuven)
- Bachelor in de onderwijskunde (Kortrijk)
- Bachelor in de pedagogische wetenschappen (Leuven)
- Bachelor in de politieke wetenschappen en de sociologie (Leuven)
- Bachelor in de psychologie (Leuven)
- Bachelor in de revalidatiewetenschappen en de kinesitherapie (Brugge, Leuven)
- Bachelor in de toegepaste economische wetenschappen (Kortrijk, Leuven)
- Bachelor in de wijsbegeerte (Leuven) (Optie politieke wetenschappen en sociologie, Optie psychologie)
- Bachelor in de wiskunde (Kortrijk, Leuven)
- Bachelor of Business Administration (Brussel)
- Bachelor of Business Engineering (Brussel)
Bachelor of Business Economics
Additional information:
Direct access is always valid for the Bachelor in de wijsbegeerte, option ‘psychologie’. For the option ‘sociologie en politieke wetenschappen’ direct access is only valid when taking one extra basic course of statistics as an optional course.
After admission procedure
Other academic bachelor degrees with at least two courses in introductory statistics after admission by the admission committee: https://lstat.kuleuven.be/contact/index.htm
Additional information:
Direct access is always valid for the Bachelor in de wijsbegeerte, option ‘psychologie’. For the option ‘sociologie en politieke wetenschappen’ direct access is only valid when taking one extra basic course of statistics as an optional course.
After an abridged programme
On the basis of the following degrees, or similar degrees, obtained at an institution of the Flemish Community:
- After successfully completing the abridged programme: Bachelor in de bio-ingenieurswetenschappen (
Leuven, 60 sp. )
, the following degrees are accepted:
- Bachelor in de biowetenschappen (Geel)
- Bachelor in de fysica (Leuven) (Minor bio-chemische wetenschappen)
- Bachelor in de industriële wetenschappen (Gent, Leuven, Sint-Katelijne-Waver) (Afstudeerrichting chemie)
- Bachelor in de industriële wetenschappen (Diepenbeek) (Afstudeerrichting chemie)
- Bachelor in de ingenieurswetenschappen: architectuur (Leuven)
- Bachelor in de wiskunde (Leuven) (Minor fysica en sterrenkunde)
- After successfully completing the abridged programme: Bachelor in de criminologische wetenschappen ( Leuven, 130 sp. ) , the following degrees are accepted:
- After successfully completing the abridged programme: Bachelor in de revalidatiewetenschappen en de kinesitherapie ( Leuven, 87 sp. ) , the following degrees are accepted:
Students with a degree not obtained at an institution of the Flemish Community
Students who did not obtain their previous degree(s) at an institution of the Flemish Community should submit an application via the Admissions Office: https://www.kuleuven.be/english/application/.
You can find a list of core documents, which should be submitted with every application, here: https://www.kuleuven.be/english/application/requesteddocuments.
Diploma requirements
To apply for the Master of Science in Statistics, candidates should (have) successfully obtain(ed) an academic bachelor’s degree with at least two courses in introductory statistics.Language requirements
All applicants must prove their proficiency in English. The accepted English proficiency tests are:- TOEFL iBT: minimum overall score of 94, with minimum subscores of 19 for Reading, 18 for Listening, 19 for Speaking and 21 for Writing
- IELTS Academic test: minimum overall score of 7.0, with minimum subscores of 6.5 for Reading, 6.0 for Listening, 6.0 for Speaking and 6.0 for Writing
- Advanced or Proficiency Cambridge Certificates: minimum score of 185, with at least 176 for reading and 169 for listening, speaking and writing.
The following applicants are exempted from submitting an English proficiency certificate:
- Applicants who have obtained a previous university degree taught in English in Australia, English-speaking Canada, Ireland, New Zealand, the United Kingdom and the United States of America. Their diploma and transcripts suffice, provided they confirm that the entire university study was completely taught in English in one of the previous countries.
- Applicants who have obtained a Belgian diploma.
Absolutely no other diplomas will be accepted as evidence even if the applicant has followed an exclusively English-taught programme.
Additional requirements
An English version (or translation) of the course description of the statistical, mathematical and otherwise quantitative courses followed during your prior higher education. For each of these courses, you should provide a brief description of the objectives, the main topics treated, the workload per course unit and the course materials used. If your university provides these descriptions online or via a syllabus, you can copy-paste these descriptions.“A GMAT /GMAT Focus/ GRE test result is to be included in the application. For the GMAT a score of 50 on the quantitative part and an overall score of 600 is sufficient for admission. For the GMAT Focus, a score of 87 on the quantitative part and an overall score of 565 is sufficient. Alternatively, a GRE can be submitted with a minimum score of 164 on quantitative reasoning and 152 on verbal reasoning and 3.5 on analytical writing.
Additional information
The admission committee may propose to discuss an application with an applicant via a brief skype interview.
Students with a degree obtained at an institution of the Flemish Community
Direct
On the basis of the following degrees, or similar degrees, obtained at an institution of the Flemish Community:
- Bachelor handelsingenieur (Brussel, Leuven)
- Bachelor handelsingenieur in de beleidsinformatica (Leuven)
- Bachelor in de bio-ingenieurswetenschappen (Leuven)
- Bachelor in de biochemie en de biotechnologie (Leuven)
- Bachelor in de biologie (Kortrijk, Leuven)
- Bachelor in de biomedische wetenschappen (Kortrijk, Leuven)
- Bachelor in de chemie (Kortrijk, Leuven)
- Bachelor in de communicatiewetenschappen (Leuven)
- Bachelor in de criminologische wetenschappen (Leuven)
- Bachelor in de economische wetenschappen (Leuven)
- Bachelor in de farmaceutische wetenschappen (Leuven)
- Bachelor in de fysica (Kortrijk, Leuven)
- Bachelor in de geneeskunde (Kortrijk, Leuven)
- Bachelor in de geografie (Leuven)
- Bachelor in de geologie (Leuven)
- Bachelor in de geowetenschappen (Leuven)
- Bachelor in de informatica (Kortrijk, Leuven)
- Bachelor in de ingenieurswetenschappen (Leuven)
- Bachelor in de lichamelijke opvoeding en de bewegingswetenschappen (Leuven)
- Bachelor in de onderwijskunde (Kortrijk)
- Bachelor in de pedagogische wetenschappen (Leuven)
- Bachelor in de politieke wetenschappen en de sociologie (Leuven)
- Bachelor in de psychologie (Leuven)
- Bachelor in de revalidatiewetenschappen en de kinesitherapie (Brugge, Leuven)
- Bachelor in de toegepaste economische wetenschappen (Kortrijk, Leuven)
- Bachelor in de wijsbegeerte (Leuven) (Optie politieke wetenschappen en sociologie, Optie psychologie)
- Bachelor in de wiskunde (Kortrijk, Leuven)
- Bachelor of Business Administration (Brussel)
- Bachelor of Business Engineering (Brussel)
Additional information:
Direct access is always valid for the Bachelor in de wijsbegeerte, option ‘psychologie’. For the option ‘sociologie en politieke wetenschappen’ direct access is only valid when taking one extra basic course of statistics as an optional course.
After admission procedure
Other academic bachelor degrees with at least two courses in introductory statistics after admission by the admission committee: https://lstat.kuleuven.be/contact/index.htm
Additional information:
Direct access is always valid for the Bachelor in de wijsbegeerte, option ‘psychologie’. For the option ‘sociologie en politieke wetenschappen’ direct access is only valid when taking one extra basic course of statistics as an optional course.
After an abridged programme
On the basis of the following degrees, or similar degrees, obtained at an institution of the Flemish Community:
- After successfully completing the abridged programme: Bachelor in de bio-ingenieurswetenschappen (
Leuven, 60 sp. )
, the following degrees are accepted:
- Bachelor in de biowetenschappen (Geel)
- Bachelor in de fysica (Leuven) (Minor bio-chemische wetenschappen)
- Bachelor in de industriële wetenschappen (Gent, Leuven, Sint-Katelijne-Waver) (Afstudeerrichting chemie)
- Bachelor in de industriële wetenschappen (Diepenbeek) (Afstudeerrichting chemie)
- Bachelor in de ingenieurswetenschappen: architectuur (Leuven)
- Bachelor in de wiskunde (Leuven) (Minor fysica en sterrenkunde)
- After successfully completing the abridged programme: Bachelor in de criminologische wetenschappen ( Leuven, 130 sp. ) , the following degrees are accepted:
- After successfully completing the abridged programme: Bachelor in de revalidatiewetenschappen en de kinesitherapie ( Leuven, 87 sp. ) , the following degrees are accepted:
Students with a degree not obtained at an institution of the Flemish Community
Students who did not obtain their previous degree(s) at an institution of the Flemish Community should submit an application via the Admissions Office: https://www.kuleuven.be/english/application/.
You can find a list of core documents, which should be submitted with every application, here: https://www.kuleuven.be/english/application/requesteddocuments.
Diploma requirements
To apply for the Master of Science in Statistics, candidates should (have) successfully obtain(ed) an academic bachelor’s degree with at least two courses in introductory statistics.Language requirements
All applicants must prove their proficiency in English. The accepted English proficiency tests are:- TOEFL iBT: minimum overall score of 94, with minimum subscores of 19 for Reading, 18 for Listening, 19 for Speaking and 21 for Writing
- IELTS Academic test: minimum overall score of 7.0, with minimum subscores of 6.5 for Reading, 6.0 for Listening, 6.0 for Speaking and 6.0 for Writing
- Advanced or Proficiency Cambridge Certificates: minimum score of 185, with at least 176 for reading and 169 for listening, speaking and writing.
The following applicants are exempted from submitting an English proficiency certificate:
- Applicants who have obtained a previous university degree taught in English in Australia, English-speaking Canada, Ireland, New Zealand, the United Kingdom and the United States of America. Their diploma and transcripts suffice, provided they confirm that the entire university study was completely taught in English in one of the previous countries.
- Applicants who have obtained a Belgian diploma.
Absolutely no other diplomas will be accepted as evidence even if the applicant has followed an exclusively English-taught programme.
Additional requirements
An English version (or translation) of the course description of the statistical, mathematical and otherwise quantitative courses followed during your prior higher education. For each of these courses, you should provide a brief description of the objectives, the main topics treated, the workload per course unit and the course materials used. If your university provides these descriptions online or via a syllabus, you can copy-paste these descriptions.“A GMAT /GMAT Focus/ GRE test result is to be included in the application. For the GMAT a score of 50 on the quantitative part and an overall score of 600 is sufficient for admission. For the GMAT Focus, a score of 87 on the quantitative part and an overall score of 565 is sufficient. Alternatively, a GRE can be submitted with a minimum score of 164 on quantitative reasoning and 152 on verbal reasoning and 3.5 on analytical writing.
Additional information
The admission committee may propose to discuss an application with an applicant via a brief skype interview.
-
All subgroups are compulsory.
-
Philosophical - Ethical Course
The student chooses a course of at least 4 credits with a philosophical and/or ethical content (in a broad sense) from the courses underneath or among all the courses offered at this university.
4 ECTS Privacy and Big Data H00Y2A staff staff
- R.Gálvez Vizcaíno
- N.
- R.Gálvez Vizcaíno (substitute)
Privacy and Big Data: Lecture (3 ECTS) H00Y2a staff- N.
- R.Gálvez Vizcaíno (substitute)
staff
- N.
- R.Gálvez Vizcaíno (substitute)
Privacy and Big Data: Practical Sessions (1 ECTS) H00Y3a staff staff
6 ECTS Science Communication and Outreach G0R44A staff staff
Science Communication and Outreach (6 ECTS) G0R44a staff staff
6 ECTS Science and Sustainability: a Socio-Ecological Approach G0R50A staff staff
- G.Ceulemans (coordinator)
- K.Biedenkopf
- G.Ceulemans
- M.Craps
- N.Severijns
- M.Smet
- N.
Science and Sustainability: a Socio-Ecological Approach – Concepts (2 ECTS) G0R88a staff Science and Sustainability: a Socio-Ecological Approach – Assignment (1 ECTS) G0R89a staff Science and Sustainability: a Socio-Ecological Approach – Project (3 ECTS) G0R90a staff
-
Profiles
The student chooses one of these profiles.
-
Statistics and Data Science for Biometrics
-
Basic Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
4 ECTS Statistical Consulting G0B66A staff staff
- G.Molenberghs (coordinator)
- G.Verbeke
- N.
- M.Luyts (substitute)
Statistical Consulting (4 ECTS) G0B66a staff staff
- G.Molenberghs
- G.Verbeke
- N.
- M.Luyts (substitute)
-
Track Specific Courses
The student chooses a minimum of 32 credits from this group.
4 ECTS Epidemiology G0B73A staff staff
Epidemiology (4 ECTS) G0B73a staff staff
5 ECTS Data Management G0Z53A staff staff
Data Management (5 ECTS) G0Z53a staff staff
4 ECTS Statistical Analysis of Reliability and Survival Data G0B67A staff staff
Statistical Analysis of Reliability and Survival Data (4 ECTS) G0B67a staff staff
4 ECTS Experimental Design G0B68A staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
Experimental Design (4 ECTS) G0B68a staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
4 ECTS Concepts of Clinical Trials G0B69A staff- F.Beckers (coordinator)
- N.
staff
- F.Beckers (coordinator)
- N.
Concepts of Clinical Trials (4 ECTS) G0B69a staff staff
4 ECTS Concepts of Bayesian Data Analysis G0B74A staff staff
Concepts of Bayesian Data Analysis (4 ECTS) G0B74a staff staff
4 ECTS Meta Analysis G0B75A staff staff
Systematic Reviews (1 ECTS) G0S74a staff staff
Meta Analysis (3 ECTS) G0B75a staff staff
4 ECTS Concepts of Multilevel, Longitudinal and Mixed Models G0B76A staff staff
Concepts of Multilevel, Longitudinal and Mixed Models (4 ECTS) G0B76a staff staff
4 ECTS Data Visualization in Data Science G0R72A staff staff
Data Visualization in Data Science (4 ECTS) G0R72a staff staff
4 ECTS Collecting and Analyzing Big Data for Social Sciences S0K17A staff staff
Collecting and Analyzing Big Data for Social Sciences (4 ECTS) S0K17a staff staff
6 ECTS Advanced Analytics in a Big Data World D0S06B staff staff
Big Data Platforms & Technologies (3 ECTS) D0S06a staff staff
Advanced Analytics in Business (3 ECTS) D0S07a staff staff
4 ECTS Data Mining and Neural Networks G9X29A staff staff
Data Mining and Neural Networks: Preparatory Reading (1 ECTS) G0T65a staff staff
Data Mining and Neural Networks: Lectures, Part 1 (2.5 ECTS) H05R4a staff staff
Data Mining and Neural Networks: Training Sessions, Part 1 (0.5 ECTS) H05R6a staff staff
4 ECTS Support Vector Machines: Methods and Applications H02D3A staff staff
Support Vector Machines: Methods and Applications: Lecture (3 ECTS) H02D3a staff staff
Support Vector Machines: Methods and Applications: Exercises (1 ECTS) H00H3a staff staff
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Optional Courses
The student chooses courses for a total of 25 credits from:
- the list of courses common to all profiles
- the recommended optional courses of the group
- other courses of the Master of Statistics programme
The choice has to be approved by a program committee. For courses already taken during a previous program, exemption can be granted by the programme committee if the content of the two courses are similar.
When choosing your courses, please be careful that there is no overlap in time schedule.-
Courses Common to All Profiles
6 ECTS Advanced Nonparametric Statistics and Smoothing G0A23A staff staff
Advanced Nonparametric Statistics and Smoothing (6 ECTS) G0A23a staff staff
6 ECTS Robust Statistics G0B16A staff- M.Hubert (coordinator)
- S.Van Aelst
staff
- M.Hubert (coordinator)
- S.Van Aelst
Robust Statistics (4 ECTS) G0B16a staff staff
Robust Statistics: Exercises (1 ECTS) G0B17a staff staff
Robust Statistics: Project (1 ECTS) G0B18a staff staff
6 ECTS Longitudinal Data Analysis G0A35A staff staff
- G.Verbeke (coordinator)
- G.Molenberghs
- G.Verbeke
Longitudinal Data Analysis (6 ECTS) G0A35a staff 6 ECTS Statistical Inference and Data Analysis G0P75B staff staff
Statistical Inference and Data Analysis: Lectures (4 ECTS) G0P75a staff staff
Statistical Inference and Data Analysis: Exercise Sessions / Assignments (2 ECTS) G0P76a staff staff
4 ECTS Capita Selecta in Statistics G0W36A staff- N.
staff
- N.
Capita Selecta in Statistics: clinical risk prediction models (4 ECTS) G0W36a staff- N.
staff
- N.
4 ECTS Machine Learning and Inductive Inference H02C1A staff staff
Machine Learning and Inductive Inference: Lecture (3 ECTS) H02C1a staff staff
Machine Learning and Inductive Inference: Exercises (1 ECTS) H00G6a staff staff
6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
3 ECTS Bayesian Data Analysis II G0A62B staff- N.
staff
- N.
Bayesian Data Analysis II (3 ECTS) G0A62a staff- N.
staff
- N.
4 ECTS Advanced Topics in Survival Analysis G0Z51A staff staff
Advanced Topics in Survival Analysis (4 ECTS) G0Z51a staff staff
4 ECTS Optimization and Numerical Methods G0A63B staff- G.Molenberghs (coordinator)
- F.Tuerlinckx
staff
- G.Molenberghs (coordinator)
- F.Tuerlinckx
Optimization and Numerical Methods (4 ECTS) G0A63a staff 3 ECTS Internship G0Z54A staff staff
Internship (3 ECTS) G0Z54a staff staff
6 ECTS Statistical Modelling D0N23B staff staff
Statistical Modelling (6 ECTS) D0N53a staff staff
6 ECTS Network Analysis G0W14A staff- N.
staff
- N.
Network Analysis (6 ECTS) G0W14a staff- N.
staff
- N.
4 ECTS Analysis of Large Scale Social Networks H0T26A staff staff
Analysis of Large Scale Social Networks: Lectures (2.5 ECTS) H0T26a staff staff
Analysis of Large Scale Social Networks: Exercises (1 ECTS) H0T27a staff staff
Analysis of Large Scale Social Networks: Project (0.5 ECTS) H0T28a staff staff
3 ECTS Internship G0Z78A staff staff
Internship (3 ECTS) G0Z78a staff staff
-
Recommended Optional Courses
3 ECTS Analysis of Sequencing Data DL G0U81B staff- N.
staff
- N.
Analysis of Sequencing Data DL (3 ECTS) G0U81a staff- N.
staff
- N.
4 ECTS Bioinformatics I0O15A staff staff
- V.van Noort (coordinator)
- R.Jelier
- V.van Noort
- N.
Bioinformatics: Lecture (3 ECTS) I0O15a staff staff
Bioinformatics: Excercises (1 ECTS) I0V29a staff staff
4 ECTS Genetic Algorithms and Evolutionary Computing H02D1A staff staff
Genetic Algorithms and Evolutionary Computing: Lecture (1.8 ECTS) H02D1a staff staff
Genetic Algorithms and Evolutionary Computing: Exercises (0.6 ECTS) H00H1a staff staff
Genetic Algorithms and Evolutionary Computing: Project (1.6 ECTS) H08M3a staff staff
5 ECTS Applied Multivariate Statistical Analysis I0P16B staff Applied Multivariate Statistical Analysis (4 ECTS) I0P16a staff Applied Multivariate Statistical Analysis: Practical Exercises (1 ECTS) I0P17a staff 5 ECTS Basic Concepts of Cell Biology I0D34A staff staff
- J.Winderickx (coordinator)
- V.Baekelandt
- H.Steenackers
- J.Winderickx
Basic Concepts of Cell Biology (5 ECTS) I0D34a staff 4 ECTS Bioinformatics and Systems Biology: Expression, Regulation and Networks E02N4A staff staff
- J.Demeulemeester (coordinator)
- P.Lutsik
- N.
- M.Fiers (substitute)
Bioinformatics and Systems Biology: Expression, Regulation and Networks (4 ECTS) E02N4a staff staff
- J.Demeulemeester
- P.Lutsik
- N.
- M.Fiers (substitute)
3 ECTS Environmental Epidemiology DL G0V99A staff- N.
staff
- N.
Environmental Epidemiology DL (3 ECTS) G0V99a staff- N.
staff
- N.
3 ECTS Computer Intensive Methods DL G0W01A staff- N.
staff
- N.
Computer Intensive Methods DL (3 ECTS) G0W01a staff- N.
staff
- N.
3 ECTS Microbial Risk Assessment DL G0W03A staff- N.
staff
- N.
Microbial Risk Assessment DL (3 ECTS) G0W03a staff- N.
staff
- N.
4 ECTS Analysis of Protein Expression DL G0W06B staff- N.
staff
- N.
Analysis of Protein Expression DL (4 ECTS) G0W06a staff- N.
staff
- N.
6 ECTS Biomedical Data Processing H03I2A staff staff
- M.De Vos (coordinator)
- A.Bertrand
- M.De Vos
Biomedical Data Processing: Lecture (3 ECTS) H03I2a staff staff
Biomedical Data Processing: Exercises (3 ECTS) H03I3a staff staff
6 ECTS Spatial Epidemiology DL G0W02C staff- N.
staff
- N.
Spatial Epidemiology DL (6 ECTS) G0W02a staff- N.
staff
- N.
3 ECTS Analysis of High Dimensional Omics Data DL G0U82B staff- N.
staff
- N.
Analysis of High Dimensional Omics Data DL (3 ECTS) G0U82a staff- N.
staff
- N.
6 ECTS Modelling Infectious Diseases DL G0M80C staff- N.
staff
- N.
Modelling of Infectious Diseases DL (6 ECTS) G0M80a staff- N.
staff
- N.
6 ECTS Bioinformatics and Genome Technology I0P49A staff staff
Genome Analysis (2 ECTS) I0V62a staff Transcriptome Analysis (1 ECTS) I0V63a staff Proteome and Metabolome Analysis (2 ECTS) I0V64a staff Interaction Analysis of Biomolecules (1 ECTS) I0V65a staff staff
6 ECTS Medical Imaging and Analysis H03H5A staff staff
Medical Imaging and Analysis: Lecture (4.83 ECTS) H03H5a staff staff
Medical Imaging and Analysis: Exercises and Laboratory Sessions (1.17 ECTS) H03H6a staff staff
5 ECTS Clinical Trials DL G0M78A staff- N.
staff
- N.
Clinical Trials DL (5 ECTS) G0M78a staff- N.
staff
- N.
3 ECTS Advanced Topics in Clinical Trials DL G0V98A staff- N.
staff
- N.
Advanced Topics in Clinical Trials DL (3 ECTS) G0V98a staff- N.
staff
- N.
4 ECTS Bio-informatics H02H6B staff staff
Bio-informatics (4 ECTS) H02H6a staff staff
6 ECTS Image Analysis and Understanding H09J2A staff staff
- T.Tuytelaars (coordinator)
- N.
- M.Proesmans (substitute)
Image Analysis and Understanding: Exercises and Practicals (1.17 ECTS) H09I2a staff staff
- T.Tuytelaars
- N.
- M.Proesmans (substitute)
Image Analysis and Understanding: Lecture (4.83 ECTS) H09J2a staff staff
- T.Tuytelaars
- N.
- M.Proesmans (substitute)
5 ECTS Bioinformatics and Systems Biology: Sequence, Structure and Evolution E02N3A staff staff
- M.Fiers (coordinator)
- G.Baele
- J.Demeulemeester
- P.Lemey
- J.Schymkowitz
- A.Sifrim
- N.
- M.Fiers (substitute)
Bioinformatics and Systems Biology: Sequence, Structure and Evolution (5 ECTS) E02N3a staff staff
- G.Baele
- J.Demeulemeester
- P.Lemey
- J.Schymkowitz
- A.Sifrim
- N.
- M.Fiers (substitute)
-
-
-
Statistics and Data Science for Social, Behavioral and Educational Sciences
-
Basic Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
4 ECTS Statistical Consulting G0B66A staff staff
- G.Molenberghs (coordinator)
- G.Verbeke
- N.
- M.Luyts (substitute)
Statistical Consulting (4 ECTS) G0B66a staff staff
- G.Molenberghs
- G.Verbeke
- N.
- M.Luyts (substitute)
-
Track Specific Courses
The student chooses a minimum of 32 credits from this group.
4 ECTS Survey Methodology G0A66A staff- N.
staff
- N.
Survey Methodology (4 ECTS) G0A66a staff- N.
staff
- N.
6 ECTS Structural Equations G0B65B staff staff
Structural Equations (2 ECTS) G0B65a staff staff
Deepening: Structural Equations (2 ECTS) G0T87a staff staff
Structural Equations: Laboratory Sessions (2 ECTS) G0W08a staff staff
4 ECTS Official Statistics G0U73A staff staff
- G.Molenberghs (coordinator)
- R.Beerten
- G.Molenberghs
- W.Schelfaut
Official Statistics (4 ECTS) G0U73a staff 5 ECTS Data Management G0Z53A staff staff
Data Management (5 ECTS) G0Z53a staff staff
4 ECTS Experimental Design G0B68A staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
Experimental Design (4 ECTS) G0B68a staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
4 ECTS Sampling Theory G0B72A staff staff
Sampling Theory (4 ECTS) G0B72a staff staff
4 ECTS Concepts of Bayesian Data Analysis G0B74A staff staff
Concepts of Bayesian Data Analysis (4 ECTS) G0B74a staff staff
4 ECTS Meta Analysis G0B75A staff staff
Systematic Reviews (1 ECTS) G0S74a staff staff
Meta Analysis (3 ECTS) G0B75a staff staff
4 ECTS Concepts of Multilevel, Longitudinal and Mixed Models G0B76A staff staff
Concepts of Multilevel, Longitudinal and Mixed Models (4 ECTS) G0B76a staff staff
6 ECTS Multilevel Analysis G0W07A staff- N.
staff
- N.
Multilevel Analysis (6 ECTS) G0W07a staff- N.
staff
- N.
4 ECTS Data Visualization in Data Science G0R72A staff staff
Data Visualization in Data Science (4 ECTS) G0R72a staff staff
4 ECTS Collecting and Analyzing Big Data for Social Sciences S0K17A staff staff
Collecting and Analyzing Big Data for Social Sciences (4 ECTS) S0K17a staff staff
6 ECTS Advanced Analytics in a Big Data World D0S06B staff staff
Big Data Platforms & Technologies (3 ECTS) D0S06a staff staff
Advanced Analytics in Business (3 ECTS) D0S07a staff staff
4 ECTS Data Mining and Neural Networks G9X29A staff staff
Data Mining and Neural Networks: Preparatory Reading (1 ECTS) G0T65a staff staff
Data Mining and Neural Networks: Lectures, Part 1 (2.5 ECTS) H05R4a staff staff
Data Mining and Neural Networks: Training Sessions, Part 1 (0.5 ECTS) H05R6a staff staff
-
Optional Courses
The student chooses courses for a total of 25 credits from:
- the list of courses common to all profiles
- the recommended optional courses of the group
- other courses of the Master of Statistics programme
The choice has to be approved by a program committee. For courses already taken during a previous program, exemption can be granted by the programme committee if the content of the two courses are similar.
When choosing your courses, please be careful that there is no overlap in time schedule.-
Courses Common to All Profiles
6 ECTS Advanced Nonparametric Statistics and Smoothing G0A23A staff staff
Advanced Nonparametric Statistics and Smoothing (6 ECTS) G0A23a staff staff
6 ECTS Robust Statistics G0B16A staff- M.Hubert (coordinator)
- S.Van Aelst
staff
- M.Hubert (coordinator)
- S.Van Aelst
Robust Statistics (4 ECTS) G0B16a staff staff
Robust Statistics: Exercises (1 ECTS) G0B17a staff staff
Robust Statistics: Project (1 ECTS) G0B18a staff staff
6 ECTS Longitudinal Data Analysis G0A35A staff staff
- G.Verbeke (coordinator)
- G.Molenberghs
- G.Verbeke
Longitudinal Data Analysis (6 ECTS) G0A35a staff 6 ECTS Statistical Inference and Data Analysis G0P75B staff staff
Statistical Inference and Data Analysis: Lectures (4 ECTS) G0P75a staff staff
Statistical Inference and Data Analysis: Exercise Sessions / Assignments (2 ECTS) G0P76a staff staff
4 ECTS Capita Selecta in Statistics G0W36A staff- N.
staff
- N.
Capita Selecta in Statistics: clinical risk prediction models (4 ECTS) G0W36a staff- N.
staff
- N.
4 ECTS Machine Learning and Inductive Inference H02C1A staff staff
Machine Learning and Inductive Inference: Lecture (3 ECTS) H02C1a staff staff
Machine Learning and Inductive Inference: Exercises (1 ECTS) H00G6a staff staff
4 ECTS Advanced Topics in Survival Analysis G0Z51A staff staff
Advanced Topics in Survival Analysis (4 ECTS) G0Z51a staff staff
4 ECTS Optimization and Numerical Methods G0A63B staff- G.Molenberghs (coordinator)
- F.Tuerlinckx
staff
- G.Molenberghs (coordinator)
- F.Tuerlinckx
Optimization and Numerical Methods (4 ECTS) G0A63a staff 3 ECTS Internship G0Z54A staff staff
Internship (3 ECTS) G0Z54a staff staff
6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
3 ECTS Bayesian Data Analysis II G0A62B staff- N.
staff
- N.
Bayesian Data Analysis II (3 ECTS) G0A62a staff- N.
staff
- N.
6 ECTS Statistical Modelling D0N23B staff staff
Statistical Modelling (6 ECTS) D0N53a staff staff
6 ECTS Network Analysis G0W14A staff- N.
staff
- N.
Network Analysis (6 ECTS) G0W14a staff- N.
staff
- N.
4 ECTS Analysis of Large Scale Social Networks H0T26A staff staff
Analysis of Large Scale Social Networks: Lectures (2.5 ECTS) H0T26a staff staff
Analysis of Large Scale Social Networks: Exercises (1 ECTS) H0T27a staff staff
Analysis of Large Scale Social Networks: Project (0.5 ECTS) H0T28a staff staff
3 ECTS Internship G0Z78A staff staff
Internship (3 ECTS) G0Z78a staff staff
-
Recommended Optional Courses
6 ECTS Methods of Corpus Linguistics F0TU1A staff staff
Methods of Corpus Linguistics (6 ECTS) F0TU1a staff staff
4 ECTS Quantitative Psychology P0Q45A staff staff
Quantitative Psychology (4 ECTS) P0Q45a staff staff
5 ECTS Kwantitatieve data-analyse S0C89B staff staff
Hoorcolleges kwantitatieve data-analyse (4 ECTS) S0C90a staff staff
Oefeningen kwantitatieve data-analyse (1 ECTS) S0C91a staff staff
6 ECTS From Problem to Analysis G0W09A staff staff
From Problem to Analysis (6 ECTS) G0W09a staff staff
6 ECTS Log Linear Analysis, Latent Class Analysis and Logistic Regression G0W10A staff staff
Log Linear Analysis, Latent Class Analysis and Logistic Regression (6 ECTS) G0W10a staff staff
6 ECTS Event History Analysis G0W13B staff- K.Neels
- N.
staff
- K.Neels
- N.
Event History Analysis (6 ECTS) G0W13a staff- K.Neels
- N.
staff
- K.Neels
- N.
4 ECTS Scripting Languages H0P66A staff staff
Scripting Languages: Lecture (2 ECTS) H0P66a staff staff
Scripting Languages: Exercises (0.5 ECTS) H0P67a staff staff
Scripting Languages: Projects (1.5 ECTS) H0P68a staff staff
4 ECTS Statistics VI (Seminar on Statistical Analyses of Psychological Research Data) P0Q01A staff staff
Statistics VI (Seminar on Statistical Analyses of Psychological Research Data) (4 ECTS) P0Q01a staff staff
8 ECTS Statistics V (Advanced Statistical Methods for Psychological Research Data) P0Q00A staff staff
- W.Vanpaemel (coordinator)
- F.Tuerlinckx
- W.Vanpaemel
Statistics V (Advanced Statistical Methods for Psychological Research Data): Lectures (5 ECTS) P0Q00a staff Statistics V (Advanced Statistical Methods for Psychological Research Data): Practical (3 ECTS) P0V94a staff 3 ECTS Text Mining G00C8A staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
Text Mining (3 ECTS) G00C8a staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
-
-
-
Statistics and Data Science for Business
-
Basic Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
4 ECTS Statistical Consulting G0B66A staff staff
- G.Molenberghs (coordinator)
- G.Verbeke
- N.
- M.Luyts (substitute)
Statistical Consulting (4 ECTS) G0B66a staff staff
- G.Molenberghs
- G.Verbeke
- N.
- M.Luyts (substitute)
-
Track Specific Courses
The student chooses a minimum of 32 credits from this group.
6 ECTS Statistical Tools for Quantitative Risk Management G0Q24A staff- N.
- B.Smits (substitute)
staff
- N.
- B.Smits (substitute)
Statistical Tools for Quantitative Risk Management (6 ECTS) G0Q24a staff- N.
- B.Smits (substitute)
staff
- N.
- B.Smits (substitute)
4 ECTS Survey Methodology G0A66A staff- N.
staff
- N.
Survey Methodology (4 ECTS) G0A66a staff- N.
staff
- N.
6 ECTS Advanced Econometrics D0M61B staff Advanced Econometrics (6 ECTS) D0M61a staff 4 ECTS Fundamentals of Financial Mathematics G0Q20C staff staff
Fundamentals of Financial Mathematics (4 ECTS) G0Q20a staff staff
6 ECTS Structural Equations G0B65B staff staff
Structural Equations (2 ECTS) G0B65a staff staff
Deepening: Structural Equations (2 ECTS) G0T87a staff staff
Structural Equations: Laboratory Sessions (2 ECTS) G0W08a staff staff
4 ECTS Official Statistics G0U73A staff staff
- G.Molenberghs (coordinator)
- R.Beerten
- G.Molenberghs
- W.Schelfaut
Official Statistics (4 ECTS) G0U73a staff 5 ECTS Data Management G0Z53A staff staff
Data Management (5 ECTS) G0Z53a staff staff
3 ECTS Total Quality Management H00N6A staff staff
Total Quality Management (3 ECTS) H00N6a staff staff
4 ECTS Statistical Analysis of Reliability and Survival Data G0B67A staff staff
Statistical Analysis of Reliability and Survival Data (4 ECTS) G0B67a staff staff
4 ECTS Sampling Theory G0B72A staff staff
Sampling Theory (4 ECTS) G0B72a staff staff
6 ECTS Advanced Applied Econometrics D0S91A staff staff
Advanced Applied Econometrics (6 ECTS) D0S91a staff staff
4 ECTS Data Visualization in Data Science G0R72A staff staff
Data Visualization in Data Science (4 ECTS) G0R72a staff staff
4 ECTS Collecting and Analyzing Big Data for Social Sciences S0K17A staff staff
Collecting and Analyzing Big Data for Social Sciences (4 ECTS) S0K17a staff staff
6 ECTS Advanced Analytics in a Big Data World D0S06B staff staff
Big Data Platforms & Technologies (3 ECTS) D0S06a staff staff
Advanced Analytics in Business (3 ECTS) D0S07a staff staff
4 ECTS Data Mining and Neural Networks G9X29A staff staff
Data Mining and Neural Networks: Preparatory Reading (1 ECTS) G0T65a staff staff
Data Mining and Neural Networks: Lectures, Part 1 (2.5 ECTS) H05R4a staff staff
Data Mining and Neural Networks: Training Sessions, Part 1 (0.5 ECTS) H05R6a staff staff
4 ECTS Support Vector Machines: Methods and Applications H02D3A staff staff
Support Vector Machines: Methods and Applications: Lecture (3 ECTS) H02D3a staff staff
Support Vector Machines: Methods and Applications: Exercises (1 ECTS) H00H3a staff staff
-
Optional Courses
The student chooses courses for a total of 25 credits from:
- the list of courses common to all profiles
- the recommended optional courses of the group
- other courses of the Master of Statistics programme
The choice has to be approved by a program committee. For courses already taken during a previous program, exemption can be granted by the programme committee if the content of the two courses are similar.
When choosing your courses, please be careful that there is no overlap in time schedule.-
Courses Common to All Profiles
6 ECTS Advanced Nonparametric Statistics and Smoothing G0A23A staff staff
Advanced Nonparametric Statistics and Smoothing (6 ECTS) G0A23a staff staff
6 ECTS Robust Statistics G0B16A staff- M.Hubert (coordinator)
- S.Van Aelst
staff
- M.Hubert (coordinator)
- S.Van Aelst
Robust Statistics (4 ECTS) G0B16a staff staff
Robust Statistics: Exercises (1 ECTS) G0B17a staff staff
Robust Statistics: Project (1 ECTS) G0B18a staff staff
6 ECTS Longitudinal Data Analysis G0A35A staff staff
- G.Verbeke (coordinator)
- G.Molenberghs
- G.Verbeke
Longitudinal Data Analysis (6 ECTS) G0A35a staff 6 ECTS Statistical Inference and Data Analysis G0P75B staff staff
Statistical Inference and Data Analysis: Lectures (4 ECTS) G0P75a staff staff
Statistical Inference and Data Analysis: Exercise Sessions / Assignments (2 ECTS) G0P76a staff staff
4 ECTS Capita Selecta in Statistics G0W36A staff- N.
staff
- N.
Capita Selecta in Statistics: clinical risk prediction models (4 ECTS) G0W36a staff- N.
staff
- N.
4 ECTS Machine Learning and Inductive Inference H02C1A staff staff
Machine Learning and Inductive Inference: Lecture (3 ECTS) H02C1a staff staff
Machine Learning and Inductive Inference: Exercises (1 ECTS) H00G6a staff staff
4 ECTS Advanced Topics in Survival Analysis G0Z51A staff staff
Advanced Topics in Survival Analysis (4 ECTS) G0Z51a staff staff
4 ECTS Optimization and Numerical Methods G0A63B staff- G.Molenberghs (coordinator)
- F.Tuerlinckx
staff
- G.Molenberghs (coordinator)
- F.Tuerlinckx
Optimization and Numerical Methods (4 ECTS) G0A63a staff 3 ECTS Internship G0Z54A staff staff
Internship (3 ECTS) G0Z54a staff staff
6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
3 ECTS Bayesian Data Analysis II G0A62B staff- N.
staff
- N.
Bayesian Data Analysis II (3 ECTS) G0A62a staff- N.
staff
- N.
6 ECTS Statistical Modelling D0N23B staff staff
Statistical Modelling (6 ECTS) D0N53a staff staff
6 ECTS Network Analysis G0W14A staff- N.
staff
- N.
Network Analysis (6 ECTS) G0W14a staff- N.
staff
- N.
4 ECTS Analysis of Large Scale Social Networks H0T26A staff staff
Analysis of Large Scale Social Networks: Lectures (2.5 ECTS) H0T26a staff staff
Analysis of Large Scale Social Networks: Exercises (1 ECTS) H0T27a staff staff
Analysis of Large Scale Social Networks: Project (0.5 ECTS) H0T28a staff staff
3 ECTS Internship G0Z78A staff staff
Internship (3 ECTS) G0Z78a staff staff
-
Recommended Optional Courses
6 ECTS Market Response Models D0R14A staff staff
Market Response Models (6 ECTS) D0R14a staff staff
6 ECTS Project Management and Scheduling D0R18A staff staff
Project Management and Scheduling (6 ECTS) D0R18a staff staff
6 ECTS Simulation Theory and Applications D0R19A staff- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
staff
- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
Simulation Theory and Applications (6 ECTS) D0R19a staff- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
staff
- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
6 ECTS Data Science for Business D0I74A staff Data Science for Business (6 ECTS) D0I74a staff 4 ECTS Scripting Languages H0P66A staff staff
Scripting Languages: Lecture (2 ECTS) H0P66a staff staff
Scripting Languages: Exercises (0.5 ECTS) H0P67a staff staff
Scripting Languages: Projects (1.5 ECTS) H0P68a staff staff
6 ECTS Optimization: Special Topics D0M90B staff staff
Optimization: Special Topics (6 ECTS) D0M90a staff staff
6 ECTS Advanced Life Insurance Mathematics D0N56A staff staff
Advanced Life Insurance Mathematics (6 ECTS) D0N56a staff staff
6 ECTS Machine Learning for Econometrics D0C41A staff staff
Machine Learning for Econometrics (6 ECTS) D0C41a staff staff
3 ECTS Text Mining G00C8A staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
Text Mining (3 ECTS) G00C8a staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
-
-
-
Statistics and Data Science for Industry
-
Basic Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
4 ECTS Statistical Consulting G0B66A staff staff
- G.Molenberghs (coordinator)
- G.Verbeke
- N.
- M.Luyts (substitute)
Statistical Consulting (4 ECTS) G0B66a staff staff
- G.Molenberghs
- G.Verbeke
- N.
- M.Luyts (substitute)
-
Track Specific Courses
The students chooses a minimum of 32 credits from this group.
4 ECTS Chemometrics G0B70A staff staff
Chemometrics (4 ECTS) G0B70a staff staff
5 ECTS Data Management G0Z53A staff staff
Data Management (5 ECTS) G0Z53a staff staff
3 ECTS Total Quality Management H00N6A staff staff
Total Quality Management (3 ECTS) H00N6a staff staff
4 ECTS Statistical Analysis of Reliability and Survival Data G0B67A staff staff
Statistical Analysis of Reliability and Survival Data (4 ECTS) G0B67a staff staff
4 ECTS Experimental Design G0B68A staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
Experimental Design (4 ECTS) G0B68a staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
4 ECTS Concepts of Bayesian Data Analysis G0B74A staff staff
Concepts of Bayesian Data Analysis (4 ECTS) G0B74a staff staff
4 ECTS Stochastic Models G0P65B staff staff
Stochastic Models (Part 1) (4 ECTS) G0P66a staff staff
4 ECTS Data Visualization in Data Science G0R72A staff staff
Data Visualization in Data Science (4 ECTS) G0R72a staff staff
4 ECTS Collecting and Analyzing Big Data for Social Sciences S0K17A staff staff
Collecting and Analyzing Big Data for Social Sciences (4 ECTS) S0K17a staff staff
6 ECTS Advanced Analytics in a Big Data World D0S06B staff staff
Big Data Platforms & Technologies (3 ECTS) D0S06a staff staff
Advanced Analytics in Business (3 ECTS) D0S07a staff staff
4 ECTS Data Mining and Neural Networks G9X29A staff staff
Data Mining and Neural Networks: Preparatory Reading (1 ECTS) G0T65a staff staff
Data Mining and Neural Networks: Lectures, Part 1 (2.5 ECTS) H05R4a staff staff
Data Mining and Neural Networks: Training Sessions, Part 1 (0.5 ECTS) H05R6a staff staff
4 ECTS Support Vector Machines: Methods and Applications H02D3A staff staff
Support Vector Machines: Methods and Applications: Lecture (3 ECTS) H02D3a staff staff
Support Vector Machines: Methods and Applications: Exercises (1 ECTS) H00H3a staff staff
-
Optional Courses
The student chooses courses for a total of 25 credits from:
- the list of courses common to all profiles
- the recommended optional courses of the group
- other courses of the Master of Statistics programme
The choice has to be approved by a program committee. For courses already taken during a previous program, exemption can be granted by the programme committee if the content of the two courses are similar.
When choosing your courses, please be careful that there is no overlap in time schedule.-
Courses Common to All Profiles
6 ECTS Advanced Nonparametric Statistics and Smoothing G0A23A staff staff
Advanced Nonparametric Statistics and Smoothing (6 ECTS) G0A23a staff staff
6 ECTS Robust Statistics G0B16A staff- M.Hubert (coordinator)
- S.Van Aelst
staff
- M.Hubert (coordinator)
- S.Van Aelst
Robust Statistics (4 ECTS) G0B16a staff staff
Robust Statistics: Exercises (1 ECTS) G0B17a staff staff
Robust Statistics: Project (1 ECTS) G0B18a staff staff
6 ECTS Longitudinal Data Analysis G0A35A staff staff
- G.Verbeke (coordinator)
- G.Molenberghs
- G.Verbeke
Longitudinal Data Analysis (6 ECTS) G0A35a staff 6 ECTS Statistical Inference and Data Analysis G0P75B staff staff
Statistical Inference and Data Analysis: Lectures (4 ECTS) G0P75a staff staff
Statistical Inference and Data Analysis: Exercise Sessions / Assignments (2 ECTS) G0P76a staff staff
4 ECTS Capita Selecta in Statistics G0W36A staff- N.
staff
- N.
Capita Selecta in Statistics: clinical risk prediction models (4 ECTS) G0W36a staff- N.
staff
- N.
4 ECTS Machine Learning and Inductive Inference H02C1A staff staff
Machine Learning and Inductive Inference: Lecture (3 ECTS) H02C1a staff staff
Machine Learning and Inductive Inference: Exercises (1 ECTS) H00G6a staff staff
4 ECTS Advanced Topics in Survival Analysis G0Z51A staff staff
Advanced Topics in Survival Analysis (4 ECTS) G0Z51a staff staff
4 ECTS Optimization and Numerical Methods G0A63B staff- G.Molenberghs (coordinator)
- F.Tuerlinckx
staff
- G.Molenberghs (coordinator)
- F.Tuerlinckx
Optimization and Numerical Methods (4 ECTS) G0A63a staff 3 ECTS Internship G0Z54A staff staff
Internship (3 ECTS) G0Z54a staff staff
6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
3 ECTS Bayesian Data Analysis II G0A62B staff- N.
staff
- N.
Bayesian Data Analysis II (3 ECTS) G0A62a staff- N.
staff
- N.
6 ECTS Statistical Modelling D0N23B staff staff
Statistical Modelling (6 ECTS) D0N53a staff staff
6 ECTS Network Analysis G0W14A staff- N.
staff
- N.
Network Analysis (6 ECTS) G0W14a staff- N.
staff
- N.
4 ECTS Analysis of Large Scale Social Networks H0T26A staff staff
Analysis of Large Scale Social Networks: Lectures (2.5 ECTS) H0T26a staff staff
Analysis of Large Scale Social Networks: Exercises (1 ECTS) H0T27a staff staff
Analysis of Large Scale Social Networks: Project (0.5 ECTS) H0T28a staff staff
3 ECTS Internship G0Z78A staff staff
Internship (3 ECTS) G0Z78a staff staff
-
Recommended Optional Courses
The student chooses courses for a total of at least 30 credits from:
- the recommended optional courses of this group
- other courses of the Mr Statistics program
- other courses of the Mr Statistics program at the Uhasselt (in the context of the cooperation)
- other courses from other master programs
The choice has to be approved by a program committee. For courses already taken during a previous program, exemption can be granted.6 ECTS Simulation Theory and Applications D0R19A staff- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
staff
- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
Simulation Theory and Applications (6 ECTS) D0R19a staff- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
staff
- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
3 ECTS Probabilistisch ontwerpen H01F5A staff staff
Probabilistisch ontwerpen: hoorcollege (2 ECTS) H01F5a staff staff
Probabilistisch ontwerpen: ontwerpen (1 ECTS) H01F6a staff staff
6 ECTS Operationeel onderzoek (HIR) D0H28A staff staff
Operationeel onderzoek (HIR) (6 ECTS) D0H28a staff staff
6 ECTS Image Analysis and Understanding H09J2A staff staff
- T.Tuytelaars (coordinator)
- N.
- M.Proesmans (substitute)
Image Analysis and Understanding: Exercises and Practicals (1.17 ECTS) H09I2a staff staff
- T.Tuytelaars
- N.
- M.Proesmans (substitute)
Image Analysis and Understanding: Lecture (4.83 ECTS) H09J2a staff staff
- T.Tuytelaars
- N.
- M.Proesmans (substitute)
3 ECTS Text Mining G00C8A staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
Text Mining (3 ECTS) G00C8a staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
-
-
-
Theoretical Statistics and Data Science
-
Basic Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
4 ECTS Statistical Consulting G0B66A staff staff
- G.Molenberghs (coordinator)
- G.Verbeke
- N.
- M.Luyts (substitute)
Statistical Consulting (4 ECTS) G0B66a staff staff
- G.Molenberghs
- G.Verbeke
- N.
- M.Luyts (substitute)
-
Track Specific Courses
The student chooses a minimum of 32 credits from this group.
6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
5 ECTS Data Management G0Z53A staff staff
Data Management (5 ECTS) G0Z53a staff staff
6 ECTS Probability and Measure G0P63B staff- N.
- A.Wennman (substitute)
staff
- N.
- A.Wennman (substitute)
Probability and Measure (4 ECTS) G0P63a staff- N.
- A.Wennman (substitute)
staff
- N.
- A.Wennman (substitute)
Probability and Measure: Exercises (2 ECTS) G0P64a staff- N.
- A.Wennman (substitute)
staff
- N.
- A.Wennman (substitute)
4 ECTS Statistical Analysis of Reliability and Survival Data G0B67A staff staff
Statistical Analysis of Reliability and Survival Data (4 ECTS) G0B67a staff staff
4 ECTS Experimental Design G0B68A staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
Experimental Design (4 ECTS) G0B68a staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
4 ECTS Sampling Theory G0B72A staff staff
Sampling Theory (4 ECTS) G0B72a staff staff
4 ECTS Concepts of Bayesian Data Analysis G0B74A staff staff
Concepts of Bayesian Data Analysis (4 ECTS) G0B74a staff staff
4 ECTS Meta Analysis G0B75A staff staff
Systematic Reviews (1 ECTS) G0S74a staff staff
Meta Analysis (3 ECTS) G0B75a staff staff
4 ECTS Concepts of Multilevel, Longitudinal and Mixed Models G0B76A staff staff
Concepts of Multilevel, Longitudinal and Mixed Models (4 ECTS) G0B76a staff staff
4 ECTS Data Visualization in Data Science G0R72A staff staff
Data Visualization in Data Science (4 ECTS) G0R72a staff staff
4 ECTS Collecting and Analyzing Big Data for Social Sciences S0K17A staff staff
Collecting and Analyzing Big Data for Social Sciences (4 ECTS) S0K17a staff staff
6 ECTS Advanced Analytics in a Big Data World D0S06B staff staff
Big Data Platforms & Technologies (3 ECTS) D0S06a staff staff
Advanced Analytics in Business (3 ECTS) D0S07a staff staff
4 ECTS Data Mining and Neural Networks G9X29A staff staff
Data Mining and Neural Networks: Preparatory Reading (1 ECTS) G0T65a staff staff
Data Mining and Neural Networks: Lectures, Part 1 (2.5 ECTS) H05R4a staff staff
Data Mining and Neural Networks: Training Sessions, Part 1 (0.5 ECTS) H05R6a staff staff
4 ECTS Support Vector Machines: Methods and Applications H02D3A staff staff
Support Vector Machines: Methods and Applications: Lecture (3 ECTS) H02D3a staff staff
Support Vector Machines: Methods and Applications: Exercises (1 ECTS) H00H3a staff staff
-
Optional Courses
The student chooses courses for a total of 25 credits from:
- the list of courses common to all profiles
- the recommended optional courses of the group
- other courses of the Master of Statistics programme
The choice has to be approved by a program committee. For courses already taken during a previous program, exemption can be granted by the programme committee if the content of the two courses are similar.
When choosing your courses, please be careful that there is no overlap in time schedule.-
Courses Common to All Profiles
6 ECTS Advanced Nonparametric Statistics and Smoothing G0A23A staff staff
Advanced Nonparametric Statistics and Smoothing (6 ECTS) G0A23a staff staff
6 ECTS Robust Statistics G0B16A staff- M.Hubert (coordinator)
- S.Van Aelst
staff
- M.Hubert (coordinator)
- S.Van Aelst
Robust Statistics (4 ECTS) G0B16a staff staff
Robust Statistics: Exercises (1 ECTS) G0B17a staff staff
Robust Statistics: Project (1 ECTS) G0B18a staff staff
6 ECTS Longitudinal Data Analysis G0A35A staff staff
- G.Verbeke (coordinator)
- G.Molenberghs
- G.Verbeke
Longitudinal Data Analysis (6 ECTS) G0A35a staff 6 ECTS Statistical Inference and Data Analysis G0P75B staff staff
Statistical Inference and Data Analysis: Lectures (4 ECTS) G0P75a staff staff
Statistical Inference and Data Analysis: Exercise Sessions / Assignments (2 ECTS) G0P76a staff staff
4 ECTS Capita Selecta in Statistics G0W36A staff- N.
staff
- N.
Capita Selecta in Statistics: clinical risk prediction models (4 ECTS) G0W36a staff- N.
staff
- N.
4 ECTS Machine Learning and Inductive Inference H02C1A staff staff
Machine Learning and Inductive Inference: Lecture (3 ECTS) H02C1a staff staff
Machine Learning and Inductive Inference: Exercises (1 ECTS) H00G6a staff staff
4 ECTS Advanced Topics in Survival Analysis G0Z51A staff staff
Advanced Topics in Survival Analysis (4 ECTS) G0Z51a staff staff
4 ECTS Optimization and Numerical Methods G0A63B staff- G.Molenberghs (coordinator)
- F.Tuerlinckx
staff
- G.Molenberghs (coordinator)
- F.Tuerlinckx
Optimization and Numerical Methods (4 ECTS) G0A63a staff 3 ECTS Internship G0Z54A staff staff
Internship (3 ECTS) G0Z54a staff staff
6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
3 ECTS Bayesian Data Analysis II G0A62B staff- N.
staff
- N.
Bayesian Data Analysis II (3 ECTS) G0A62a staff- N.
staff
- N.
6 ECTS Statistical Modelling D0N23B staff staff
Statistical Modelling (6 ECTS) D0N53a staff staff
6 ECTS Network Analysis G0W14A staff- N.
staff
- N.
Network Analysis (6 ECTS) G0W14a staff- N.
staff
- N.
4 ECTS Analysis of Large Scale Social Networks H0T26A staff staff
Analysis of Large Scale Social Networks: Lectures (2.5 ECTS) H0T26a staff staff
Analysis of Large Scale Social Networks: Exercises (1 ECTS) H0T27a staff staff
Analysis of Large Scale Social Networks: Project (0.5 ECTS) H0T28a staff staff
3 ECTS Internship G0Z78A staff staff
Internship (3 ECTS) G0Z78a staff staff
-
Recommended Optional Courses
4 ECTS Genetic Algorithms and Evolutionary Computing H02D1A staff staff
Genetic Algorithms and Evolutionary Computing: Lecture (1.8 ECTS) H02D1a staff staff
Genetic Algorithms and Evolutionary Computing: Exercises (0.6 ECTS) H00H1a staff staff
Genetic Algorithms and Evolutionary Computing: Project (1.6 ECTS) H08M3a staff staff
6 ECTS Fundamentals of Financial Mathematics G0Q20A staff staff
Fundamentals of Financial Mathematics (4 ECTS) G0Q20a staff staff
Fundamentals of Financial Mathematics: Exercises (2 ECTS) G0Q21a staff staff
6 ECTS Statistical Tools for Quantitative Risk Management G0Q24A staff- N.
- B.Smits (substitute)
staff
- N.
- B.Smits (substitute)
Statistical Tools for Quantitative Risk Management (6 ECTS) G0Q24a staff- N.
- B.Smits (substitute)
staff
- N.
- B.Smits (substitute)
6 ECTS Optimization H03E3A staff staff
Optimization: Lecture (4 ECTS) H03E3a staff staff
Optimization: Exercises and Laboratory Sessions (2 ECTS) H03E4a staff staff
6 ECTS Wavelets with Applications in Signal and Image Processing H03F7A staff staff
Wavelets with Applications in Signal and Image Processing: Lecture (3 ECTS) H03F7a staff staff
Wavelets with Applications in Signal and Image Processing: Exercises and Laboratory Sessions (1 ECTS) H03F8a staff staff
Wavelets with Applications in Signal and Image Processing: Project (2 ECTS) H06P7a staff staff
6 ECTS Simulation Theory and Applications D0R19A staff- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
staff
- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
Simulation Theory and Applications (6 ECTS) D0R19a staff- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
staff
- W.Verbeke
- I.Van Nieuwenhuyse (substitute)
6 ECTS Advanced Statistical Methods G0B13A staff staff
Advanced Statistical Methods (4 ECTS) G0B13a staff staff
Advanced Statistical Methods: Exercises (1 ECTS) G0B14a staff staff
Advanced Statistical Methods: Project (1 ECTS) G0B15a staff staff
6 ECTS Operationeel onderzoek (HIR) D0H28A staff staff
Operationeel onderzoek (HIR) (6 ECTS) D0H28a staff staff
3 ECTS Stochastic Signal and System Analysis H05I7A staff staff
Stochastic Signal and System Analysis: Lecture (2.41 ECTS) H05I7a staff staff
Stochastic Signal and System Analysis: Exercises (0.59 ECTS) H05I8a staff staff
-
-
-
European Master of Official Statistics (EMOS)
-
Core Courses
All courses are compulsory.
4 ECTS Survey Methodology G0A66A staff- N.
staff
- N.
Survey Methodology (4 ECTS) G0A66a staff- N.
staff
- N.
4 ECTS Official Statistics G0U73A staff staff
- G.Molenberghs (coordinator)
- R.Beerten
- G.Molenberghs
- W.Schelfaut
Official Statistics (4 ECTS) G0U73a staff 4 ECTS Sampling Theory G0B72A staff staff
Sampling Theory (4 ECTS) G0B72a staff staff
-
Compulsory Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Statistical Consulting G0B66A staff staff
- G.Molenberghs (coordinator)
- G.Verbeke
- N.
- M.Luyts (substitute)
Statistical Consulting (4 ECTS) G0B66a staff staff
- G.Molenberghs
- G.Verbeke
- N.
- M.Luyts (substitute)
-
Semi-Electives
The student chooses 30 credits.
4 ECTS Geographic Information Systems and Digital Terrain Modelling I0N62A staff staff
- M.Vanmaercke (coordinator)
- J.Van Orshoven
- M.Vanmaercke
Terrain Modelling, Spatial Interpolation and Error Propagation in GIS (1 ECTS) G0M86a staff staff
Spatial Data Modelling and GIS (1 ECTS) I0D96a staff staff
Functionality of Geospatial Technology (1 ECTS) I0D97a staff staff
Practical GIS (1 ECTS) I0I49a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Advanced Econometrics D0M61B staff Advanced Econometrics (6 ECTS) D0M61a staff 6 ECTS Advanced Time Series Analysis D0M63B staff staff
Advanced Time Series Analysis (6 ECTS) D0M63a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Structural Equations G0B65B staff staff
Structural Equations (2 ECTS) G0B65a staff staff
Deepening: Structural Equations (2 ECTS) G0T87a staff staff
Structural Equations: Laboratory Sessions (2 ECTS) G0W08a staff staff
6 ECTS Spatial Epidemiology DL G0W02C staff- N.
staff
- N.
Spatial Epidemiology DL (6 ECTS) G0W02a staff- N.
staff
- N.
4 ECTS Meta Analysis G0B75A staff staff
Systematic Reviews (1 ECTS) G0S74a staff staff
Meta Analysis (3 ECTS) G0B75a staff staff
4 ECTS Concepts of Multilevel, Longitudinal and Mixed Models G0B76A staff staff
Concepts of Multilevel, Longitudinal and Mixed Models (4 ECTS) G0B76a staff staff
6 ECTS Advanced Applied Econometrics D0S91A staff staff
Advanced Applied Econometrics (6 ECTS) D0S91a staff staff
4 ECTS Collecting and Analyzing Big Data for Social Sciences S0K17A staff staff
Collecting and Analyzing Big Data for Social Sciences (4 ECTS) S0K17a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
6 ECTS Advanced Analytics in a Big Data World D0S06B staff staff
Big Data Platforms & Technologies (3 ECTS) D0S06a staff staff
Advanced Analytics in Business (3 ECTS) D0S07a staff staff
4 ECTS Statistical Analysis of Reliability and Survival Data G0B67A staff staff
Statistical Analysis of Reliability and Survival Data (4 ECTS) G0B67a staff staff
-
Electives
The student chooses courses from this list below for a minimum of 13 credits.
6 ECTS Macro-Finance D0C15A staff staff
Macro-Finance (6 ECTS) D0C15a staff staff
6 ECTS Longitudinal Data Analysis G0A35A staff staff
- G.Verbeke (coordinator)
- G.Molenberghs
- G.Verbeke
Longitudinal Data Analysis (6 ECTS) G0A35a staff 4 ECTS Data Mining and Neural Networks G9X29A staff staff
Data Mining and Neural Networks: Preparatory Reading (1 ECTS) G0T65a staff staff
Data Mining and Neural Networks: Lectures, Part 1 (2.5 ECTS) H05R4a staff staff
Data Mining and Neural Networks: Training Sessions, Part 1 (0.5 ECTS) H05R6a staff staff
6 ECTS Geospatial Information Technologies I0I32A staff staff
- J.Van Orshoven (coordinator)
- S.Lhermitte
- J.Van Orshoven
Geospatial Databases (1 ECTS) I0D98a staff staff
Geospatial Databases and SQL: Practical (2 ECTS) I0D99a staff staff
Geospatial Data Infrastructures (2 ECTS) I0U99a staff staff
Geospatial Data Infrastructures: Practical (1 ECTS) I0V00a staff staff
4 ECTS Advanced Topics in Survival Analysis G0Z51A staff staff
Advanced Topics in Survival Analysis (4 ECTS) G0Z51a staff staff
3 ECTS Text Mining G00C8A staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
Text Mining (3 ECTS) G00C8a staff- N.
- M.Luyts (substitute)
staff
- N.
- M.Luyts (substitute)
6 ECTS Economics of European Integration D0M09A staff- F.Abraham
- C.Pröbsting (substitute)
staff
- F.Abraham
- C.Pröbsting (substitute)
Economics of European Integration (6 ECTS) D0M09a staff- F.Abraham
- C.Pröbsting (substitute)
staff
- F.Abraham
- C.Pröbsting (substitute)
6 ECTS Robust Statistics G0B16A staff- M.Hubert (coordinator)
- S.Van Aelst
staff
- M.Hubert (coordinator)
- S.Van Aelst
Robust Statistics (4 ECTS) G0B16a staff staff
Robust Statistics: Exercises (1 ECTS) G0B17a staff staff
Robust Statistics: Project (1 ECTS) G0B18a staff staff
4 ECTS Experimental Design G0B68A staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
Experimental Design (4 ECTS) G0B68a staff- P.Goos
- A.Strouwen (substitute)
staff
- P.Goos
- A.Strouwen (substitute)
4 ECTS Concepts of Bayesian Data Analysis G0B74A staff staff
Concepts of Bayesian Data Analysis (4 ECTS) G0B74a staff staff
6 ECTS Economic and Financial Geography G0S33A staff Economic and Financial Geography: Lectures and Seminars (5.5 ECTS) G0S34a staff Economic and Financial Geography: Field Trip (0.5 ECTS) G0S35a staff staff
4 ECTS Support Vector Machines: Methods and Applications H02D3A staff staff
Support Vector Machines: Methods and Applications: Lecture (3 ECTS) H02D3a staff staff
Support Vector Machines: Methods and Applications: Exercises (1 ECTS) H00H3a staff staff
4 ECTS Data Visualization in Data Science G0R72A staff staff
Data Visualization in Data Science (4 ECTS) G0R72a staff staff
-
Internship
This course is compulsory.
15 ECTS Internship G0U74A staff staff
Internship (15 ECTS) G0U74a staff staff
-
-
Interdisciplinary Statistics and Data Science (No new enrollments for this track as from academic year 2024-2025)
This track is being phased out as from academic year 2024-2025. Thus no new enrollments can be registered.
The student chooses 61 credits from the Track Specific Courses of the other tracks (Biometrics; Social, Behavioral and Educational Statistics; Business Statistics, Industrial Statistics and Theoretical Statistics and Data Science).-
Basic Courses
All courses are compulsory.
6 ECTS Fundamental Concepts of Statistics G0A17A staff staff
Fundamental Concepts of Statistics (6 ECTS) G0A17a staff staff
3 ECTS Statistical Software G0A21A staff staff
Statistical Software (3 ECTS) G0A21a staff staff
6 ECTS Multivariate Statistics D0M62C staff staff
Multivariate Statistics (6 ECTS) D0M62a staff staff
6 ECTS Linear Models G0Z50A staff staff
- A.Alonso Abad (coordinator)
- N.
- T.Neyens (substitute)
Linear Models (6 ECTS) G0Z50a staff staff
- A.Alonso Abad
- N.
- T.Neyens (substitute)
6 ECTS Generalized Linear Models G0A18A staff staff
Generalized Linear Models (6 ECTS) G0A18a staff staff
4 ECTS Modern Data Analytics G0Z39B staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
Modern Data Analytics (4 ECTS) G0Z39a staff staff
- J.De Spiegeleer
- N.
- M.Luyts (substitute)
-
-
-
Master's Thesis
This course is compulsory.
24 ECTS Master's Thesis G0A16A staff- I.Van Keilegom (coordinator)
- N.
staff
- I.Van Keilegom (coordinator)
- N.
Master's Thesis 1 (22 ECTS) G0A16a staff- N.
staff
- N.
Master's Thesis 2 (2 ECTS) G0W15a staff- N.
staff
- N.
-