Associate Professor of Statistics
Associate professor Erasmus School of Economics Econometrics
- Location
- Burg. Oudlaan 50, Rotterdam
- Room
- ET-34
- vandevelden@ese.eur.nl
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Profile
Michel van de Velden is an associate Professor of Statistics at the Econometric Institute of the Erasmus University Rotterdam. His main research interests are exploratory data analysis. In particular, dimension reduction and cluster analysis methods with a strong focus on data visualization. In addition, he is in involved in several supervised machine learning projects involving tree-based machine learning methods.
- Pieter C. Schoonees, Patrick J.F. Groenen & Michel van de Velden (2021) - Least-squares bilinear clustering of three-way data - Advances in Data Analysis and Classification - doi: 10.1007/s11634-021-00475-2 - [link]
- Michel van de Velden, Wilco van den Heuvel, Patrick Groenen & H Galy (2019) - Retrieving a contingency table from a correspondence analysis solution - European Journal of Operational Research, 283 (2), 541-548 - doi: 10.1016/j.ejor.2019.11.014 - [link]
- Mariko Takagishi, Michel van de Velden & H Yadohisa (2019) - Clustering preference data in the presence of response?style bias - British Journal of Mathematical and Statistical Psychology, 72, 401-425 - doi: 10.1111/bmsp.12170 - [link]
- L Bransen, J Haaren & Michel van de Velden (2019) - Measuring soccer players’ contributions to chance creation by valuing their passes - Journal of Quantitative Analysis in Sports, 15 (2) - doi: 10.1515/jqas-2018-0020 - [link]
- Michel van de Velden, A Iodice D'Enza & M Yamamoto (2019) - Special feature: dimension reduction and cluster analysis - Behaviormetrika, 46 (2), 239-241 - doi: 10.1007/s41237-019-00092-6
- A Torres, J César Machado, L Vacas de Carvalho, Michel van de Velden & P Costa (2019) - Same design, same response? Investigating natural designs in international logos - The Journal of Product and Brand Management, 28 (3), 317-329 - doi: 10.1108/JPBM-10-2017-1632 - [link]
- U Lorenzo-Seva & Michel van de Velden (2019) - MultipleCar: A Graphical User Interface MATLAB Toolbox to Compute Multiple Correspondence Analysis - Journal of Statistical Software, 90 (4) - doi: 10.18637/jss.v090.i04 - [link]
- A Markos, A Iodice D'Enza & Michel van de Velden (2019) - Beyond Tandem Analysis: Joint Dimension Reduction and Clustering in R - Journal of Statistical Software, 91 (10) - doi: 10.18637/jss.v091.i10 - [link]
- Michel van de Velden, A Iodice D'Enza & A Markos (2018) - Distance-based clustering of mixed data - Wiley Interdisciplinary Reviews. Computational Statistics - doi: 10.1002/wics.1456 - [link]
- Michel van de Velden, A Iodice D'Enza & F Palumbo (2016) - cluster correspondence analysis - Psychometrika, 82 (1), 158-185 - doi: 10.1007/s11336-016-9514-0 - [link]
- Patrick Groenen & Michel van de Velden (2016) - Multidimensional Scaling by Majorization: A Review - Journal of Statistical Software, 73 (8), 1-26 - doi: 10.18637/jss.v073.i08
- J-W van Dam & Michel van de Velden (2015) - Online profiling and clustering of Facebook users - Decision Support Systems, 70, 60-72 - doi: 10.1016/j.dss.2014.12.001 - [link]
- Pieter Schoonees, Michel van de Velden & Patrick Groenen (2015) - Constrained Dual Scaling for Detecting Response Styles in Categorical Data - Psychometrika, 80 (4), 968-994 - doi: 10.1007/s11336-015-9458-9 - [link]
- JC Gower, Patrick Groenen, Michel van de Velden & K Vines (2014) - Better perceptual maps: Introducing explanatory icons to facilitate interpretation - Food Quality and Preference, 36, 61-69 - doi: 10.1016/j.foodqual.2014.01.004 - [link]
- I-A Kim, M-A Kim, Michel van de Velden & H-S Lee (2013) - Psychological positioning of bottled tea products: A comparison between two Kansei profiling techniques - Food Science and Biotechnology, 22 (1), 257-268 - doi: 10.1007/s10068-013-0035-7
- Michel van de Velden, A de Beuckelaer, Patrick Groenen & FMTA Busing (2013) - Solving degeneracy and stability in nonmetric unfolding - Food Quality and Preference, 27 (1), 85-95 - doi: 10.1016/j.foodqual.2012.06.010 - [link]
- THA Bijmolt & Michel van de Velden (2012) - Multi-attribute perceptual mapping using idiosyncratic brand and attribute sets - Marketing Letters, 23 (3), 585-601 - doi: 10.1007/s11002-012-9163-8 - [link]
- Michel van de Velden & Y Takane (2011) - Generalized canonical correlation analysis with missing values - Computational Statistics, 27 (3), 551-571 - doi: 10.1007/s00180-011-0276-y - [link]
- S Knapp & Michel van de Velden (2011) - Global ship risk profiles: Safety and the marine environment - Transportation Research. Part D, Transport and Environment, 16 (8), 595-560 - doi: 10.1016/j.trd.2011.08.001 - [link]
- JC Gower, Patrick Groenen & Michel van de Velden (2010) - Area biplots - Journal of Computational and Graphical Statistics, 19 (1), 46-61 - doi: 10.1198/jcgs.2010.07134 - [link]
- S Knapp & Michel van de Velden (2009) - Visualization of Differences in Treatment of Safety Inspections across Port State Control Regimes: A Case for Increased Harmonization Efforts - Transport Reviews, 29 (4), 499-514 - doi: 10.1080/01441640802573749 - [link]
- U Lorenzo-Seva, Michel van de Velden & HAL Kiers (2009) - CAR: A MATLAB Package to Compute Correspondence Analysis with Rotations - Journal of Statistical Software, 31 (8), 1-14 - doi: 10.18637/jss.v031.i08 - [link]
- U Lorenzo-Seva, Michel van de Velden & HAL Kiers (2009) - Oblique rotation in correspondence analysis: A step forward in the search for the simplest interpretation - British Journal of Mathematical and Statistical Psychology, 62, 583-600 - doi: 10.1348/000711008X368295 - [link]
- Michel van de Velden, Patrick Groenen & J Poblome (2009) - Seriation by constrained correspondence analysis: A simulation study - Computational Statistics & Data Analysis, 53 (8), 3129-3138 - doi: 10.1016/j.csda.2008.08.020 - [link]
- J Blasius, M Greenarcre, Patrick Groenen & Michel van de Velden (2009) - Special issue on correspondence analysis and related methods - Computational Statistics & Data Analysis, 53 (8), 3103-3106 - doi: 10.1016/j.csda.2008.11.010 - [link]
- Jôrg Blasius, Michael Greenacre, Patrick Groenen & Michel Van de Velden (2008) - CARME-N — Correspondence Analysis and Related Methods Network CARME 2007 - Bulletin de Méthodologie Sociologique, 99 (1), 73-81 - doi: 10.1177/075910630809900106 - [link]
- H (Hester) van Herk & Michel van de Velden (2007) - Insight into the relative merits of rating and ranking in a cross-national context using three-way correspondence analysis. - Food Quality and Preference, 18 (8), 1096-1105 - doi: 10.1016/j.foodqual.2007.05.006 - [link]
- A Torres & Michel van de Velden (2007) - Perceptual mapping of multiple variable batteries by plotting supplementary variables in correspondence analysis of rating data - Food Quality and Preference, 18 (1), 121-129 - doi: 10.1016/j.foodqual.2005.09.005 - [link]
- Michel van de Velden & THA Bijmolt (2006) - Generalized canonical correlation analysis of matrices with missing rows: a simulation study. - Psychometrika, 71, 323-331 - doi: 10.1007/s11336-004-1168-9 - [link]
- Michel van de Velden & HAL Kiers (2005) - Rotation in Correspondence Analysis - Journal of Classification, 22, 251-271 - doi: 10.1007/s00357-005-0016-5 - [link]
- Michel van de Velden & THA Bijmolt (2005) - A Visualization of the Dutch political landscape using generalized canonical correlation analysis - Medium Econometrische Toepassingen, 13 (2), 20-24
- Patrick Groenen & Michel van de Velden (2004) - Inverse correspondence analysis - Linear Algebra and Its Applications, 388, 221-238 - doi: 10.1016/j.laa.2003.10.016 - [link]
- Michel van de Velden (2004) - Optimal scaling of paired comparison data - Journal of Classification, 21, 89-109
- Michel van de Velden, Patrick Groenen & J Poblome (2003) - Seriation met bedingter Korrespondenzanalyse: Simulationsexperimente - Archaologische informationen, 26, 449-455
- Michel van de Velden & H Neudecker (2000) - On an eigenvalue property relevant in correspondence analysis and related methods - Linear Algebra and Its Applications, 321, 347-364
- Heinz Neudecker, Albert Satorra & Michel Van de Velden (1997) - A Fundamental Matrix Result on Scaling in Multivariate Analysis - Econometric Theory, 13 (6), 890 - doi: 10.1017/S0266466600006332 - [link]
- LFM Groot & Michel van de Velden (2010) - De WK-poulewijzer - Economisch-Statistische Berichten, 95, 362-364
- B Karsemeijer, Philip Hans Franses & Michel van de Velden (2007) - Saaie Winkelstraten - Economisch-Statistische Berichten, (14 december 2007), 746
- A Iodice D'Enza, Patrick Groenen & Michel van de Velden (2020) - PowerCA: A Fast Iterative Implementation of Correspondence Analysis - In T Imaizumi, A Nakayama & S Yokoyama, Advanced Studies in Behaviormetrics and Data Science (pp. 283-296) - doi: 10.1007/978-981-15-2700-5 - [link] - Springer
- Michel van de Velden (2000) - Dual scaling and correspondence analysis of rank order data - In R.D.H. Heijmans, D.S.G. Pollock & A. Satorra, Innovations in Multivariate Statistical Analysis. A Festschrift for Heinz Neudecker (pp. 87-99) - Kluwer Academic Publisher
- Alfonso Iodice D’Enza, Michel Van de Velden & Francesco Palumbo (2014) - On joint dimension reduction and clustering of categorical data - In Akinori Okada, Claus Weihs, Donatella Vicari & Giancarlo Ragozini, Analysis and Modeling of Complex Data in Behavioral and Social Sciences (pp. 161-169) - doi: 10.1007/978-3-319-06692-9_18 - [link] - NEI & Kluwer Academic Publishers - Joint international meeting on Japanese Classification Society and the Classification and Data Analysis Group of the Italian Statistical Society, JCS-CLADAG 2012
- Michel van de Velden (2008) - Detecting Response Styles by using Dual Scaling of Successive Categories - In K. Shigemasu, A. Okada, T. Imaizumi & T. Hoshino, New trends in psychometrics (pp. 517-524) - universal academy press
- Patrick Groenen & Michel van de Velden (2005) - Multidimensional Scaling - In B.S. Everitt, & D.C. Howel, Encyclopedia of Statistics in Behavioral Sciences (pp. 1280-1289)
- Michel van de Velden & HAL Kiers (2001) - An application of rotation in correspondence analysis - In H. Yanai, A. Okada, K. Shigemasu, Y. Kano & J.J. Meulman, New Developments in Psychometrics (pp. 471-478) - Springer
- Pieter Schoonees, Patrick Groenen & Michel van de Velden (2015) - Least-squares Bilinear Clustering of Three-way Data - Econometric Institute
- Michel van de Velden, AI D'Enza & F Palumbo (2014) - Cluster Correspondence Analysis - [link] - Econometric Institute
- Michel van de Velden & Y Takane (2009) - Generalized canonical correlation analysis with missing values - DEPARTMENT OF ECONOMETRICS
- U Lorenzo-Seva, Michel van de Velden & HAL Kiers (2007) - Oblique rotation in correspondence analysis: a step forward in the search of the simplest interpretation. - Econometrics
- S Knapp & Michel van de Velden (2007) - Visualization of differences across port state control regimes by means of correspondence analysis - Econometrics
- Michel van de Velden, Patrick Groenen & J Poblome (2007) - Seriation by constrained correspondence analysis: a simulation study - Econometrics
- Michel van de Velden (2007) - Detecting response styles by using dual scaling of successive categories - Econometrics
- JC Gower, Patrick Groenen & Michel van de Velden (2007) - Area Biplots - Econometrics
- A Torres & Michel van de Velden (2005) - Perceptual mapping of multiple variable batteries by plotting supplementary variables in correspondence analysis of rating data - Econometrics
- Michel van de Velden, Patrick Groenen & J Poblome (2005) - Seriation mit bedingter Korrespondenzanalyse: Simulationsexperimente - Econometrics
- Patrick Groenen & Michel van de Velden (2004) - Multidimensional scaling
- Patrick Groenen & Michel van de Velden (2002) - Inverse correspondence analysis
- Michel van de Velden, A de Beuckelaer, Patrick Groenen & FMTA Busing (2011) - Nonmetric unfolding of marketing data: degeneracy and stability - [link] - ERIM
- Michel van de Velden, KY (Kar Yin) Lam & Philip Hans Franses (2011) - Visualizing attitudes towards service levels - [link] - ERIM
- JC Gower, Patrick Groenen, Michel van de Velden & K Vines (2010) - Perceptual maps: The good, the bad and the ugly - [link] - ERIM
- S Knapp & Michel van de Velden (2010) - Visualization of ship risk profiles for the shipping industry - [link] - ERIM
- Michel Velden (2011) - Computational Statistics (Journal)
- Michel Velden (2008) - Statistical Papers (Journal)
EQI
- Begindatum goedkeuring
- juli 2019
- Einddatum goedkeuring
- juli 2022
- Plaats
- ROTTERDAM
Erasmus Academie
- Begindatum goedkeuring
- juli 2019
- Einddatum goedkeuring
- juli 2022
- Plaats
- ROTTERDAM
Ver. voor Statistiek en Operationele Research
- Begindatum goedkeuring
- juli 2019
- Einddatum goedkeuring
- juli 2022
- Plaats
- WAGENINGEN
Seminar Data Science for Marketing Analy
- Level
- master
- Year
- 2021
- Year Level
- master
- Course Code
- FEM11152
Applied Statistics 1
- Year
- 2021
- Year Level
- bachelor 1, bachelor 1, bachelor 1
- Course Code
- FEB11005
Applied Statistics 1
- Level
- bachelor 1
- Year
- 2021
- Year Level
- bachelor 1
- Course Code
- FEB11005X