Details about Patrick Groenen

Access statistics for papers by Patrick Groenen.

Last updated 2022-08-16. Update your information in the RePEc Author Service.

Short-id: pgr229

Working Papers

2018

1. A Robust Bootstrap Test for Mediation Analysis
   ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam
2. Genome-wide association analyses of risk tolerance and risky behaviors in over one million individuals identify hundreds of loci and shared genetic influences
   Working Papers, Human Capital and Economic Opportunity Working Group View citations (26)

2016

3. Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses
   Post-Print, HAL View citations (33)
4. Genome-wide association study identifies 74 loci associated with educational attainment
   Post-Print, HAL View citations (48)
   See also Journal Article Genome-wide association study identifies 74 loci associated with educational attainment, Nature, Nature (2016) View citations (37) (2016)

2015

5. Competing for the Same Value Segments: Explaining the Volatile Dutch Political Landscape
   ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam
6. Least-squares Bilinear Clustering of Three-way Data
   Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
7. Symbolic Multidimensional Scaling
   Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)
8. Weighted Euclidean Biplots
   Working Papers, Barcelona School of Economics
   Also in Economics Working Papers, Department of Economics and Business, Universitat Pompeu Fabra (2013)
   See also Journal Article Weighted Euclidean Biplots, Journal of Classification, Springer (2016) View citations (3) (2016)

2014

9. GenSVM: A Generalized Multiclass Support Vector Machine
   Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute

2013

10. Constrained Dual Scaling for Detecting Response Styles in Categorical Data
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
    See also Journal Article Constrained Dual Scaling for Detecting Response Styles in Categorical Data, Psychometrika, Springer (2015) View citations (1) (2015)
11. GWAS of 126,559 Individuals Identifies Genetic Variants Associated with Educational Attainment
    Scholarly Articles, Harvard University Department of Economics View citations (51)
12. Living Forever: Entrepreneurial Overconfidence at Older Ages
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (6)
13. Nonlinear Forecasting With Many Predictors Using Kernel Ridge Regression
    CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (6)
    Also in Tinbergen Institute Discussion Papers, Tinbergen Institute (2011) View citations (4)
    See also Journal Article Nonlinear forecasting with many predictors using kernel ridge regression, International Journal of Forecasting, Elsevier (2016) View citations (21) (2016)
14. The Past, Present, and Future of Multidimensional Scaling
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute

2011

15. Nonmetric Unfolding of Marketing Data: Degeneracy and Stability
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (1)
16. Testing and Visualizing Strategic Consensus Within and Between Teams
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam

2010

17. Forecasting the Yield Curve in a Data-Rich Environment using the Factor-Augmented Nelson-Siegel Model
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (4)
    See also Journal Article Forecasting the Yield Curve in a Data‐Rich Environment Using the Factor‐Augmented Nelson–Siegel Model, Journal of Forecasting, John Wiley & Sons, Ltd. (2013) View citations (21) (2013)
18. Genome-wide Association Studies and the Genetics of Entrepreneurship
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (11)
19. Perceptual maps: the good, the bad and the ugly
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam

2009

20. An Empirical Comparison of Dissimilarity Measures for Recommender Systems
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam
21. Determination of Attribute Weights for Recommender Systems Based on Product Popularity
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (1)
22. Embedding the Organizational Culture Profile into Schwartz’s Universal Value Theory using Multidimensional Scaling with Regional Restrictions
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam
23. Macroeconomic forecasting with real-time data: an empirical comparison
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
24. Map Based Visualization of Product Catalogs
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (1)

2008

25. Choosing Attribute Weights for Item Dissimilarity using Clikstream Data with an Application to a Product Catalog Map
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (3)

2007

26. A graphical shopping interface bases on product attributes
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (3)
27. Area Biplots
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
28. Estimating the market share attraction model using support vector regressions
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
    See also Journal Article Estimating the Market Share Attraction Model using Support Vector Regressions, Econometric Reviews, Taylor & Francis Journals (2010) (2010)
29. Identifying Unknown Response Styles: A Latent-Class Bilinear Multinomial Logit Model
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam View citations (1)
30. Instance-Based penalization techniques for classification
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
31. Optimal Scaling of Interaction Effects in Generalized Linear Models
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
32. SVM-Maj: a majorization approach to linear support vector machines with different hinge errors
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
33. Seriation by constrained correspondence analysis: a simulation study
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
    See also Journal Article Seriation by constrained correspondence analysis: A simulation study, Computational Statistics & Data Analysis, Elsevier (2009) View citations (6) (2009)

2006

34. 3WaySym-Scal: three-way symbolic multidimensional scaling
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
35. Classification with support hyperplanes
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
36. Fuzzy clustering with Minkowski distance
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)
37. Improved Construction of diffusion indexes for macroeconomic forecasting
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)
38. Multidimensional Scaling with Regional Restrictions for Facet Theory: An Application to Levi's Political Protest Data
    ERIM Report Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam
39. Nearest convex hull classification
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)
40. Nonlinear support vector machines through iterative majorization and I-splines
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
41. Time series forecasting by principal covariate regression
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (2)

2005

42. Forecast comparison of principal component regression and principal covariate regression
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)
    See also Journal Article Forecast comparison of principal component regression and principal covariate regression, Computational Statistics & Data Analysis, Elsevier (2007) View citations (11) (2007)
43. Global Optimization strategies for two-mode clustering
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (2)
44. Rank Reduction of Correlation Matrices by Majorization
    Finance, University Library of Munich, Germany View citations (8)
    Also in Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute (2004) View citations (15)
    See also Journal Article Rank reduction of correlation matrices by majorization, Quantitative Finance, Taylor & Francis Journals (2004) View citations (15) (2004)
45. Solving and interpreting binary classification problems in marketing with SVMs
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)
46. SymScal: symbolic multidimensional scaling of interval dissimilarities
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (2)
47. VIPSCAL: A combined vector ideal point model for preference data
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)

2004

48. A new model for visualizing interactions in analysis of variance
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
49. Generalized bi-additive modelling for categorical data
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
50. Multidimensional scaling
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (1)

2003

51. Dynamische Meerdimensionele Schaling: Statistiek op de Kaart
    ERIM Inaugural Address Series Research in Management, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
52. Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute
    See also Journal Article Majorization Algorithms for Inspecting Circles, Ellipses, Squares, Rectangles, and Rhombi, Operations Research, INFORMS (2005) (2005)
53. Weighted Majorization Algorithms for Weighted Least Squares Decomposition Models
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute View citations (3)

2002

54. Inverse correspondence analysis
    Econometric Institute Research Papers, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute

Journal Articles

2020

1. Retrieving a contingency table from a correspondence analysis solution
   European Journal of Operational Research, 2020, 283, (2), 541-548

2017

2. Meta-GWAS Accuracy and Power (MetaGAP) Calculator Shows that Hiding Heritability Is Partially Due to Imperfect Genetic Correlations across Studies
   PLOS Genetics, 2017, 13, (1), 1-23 View citations (2)
3. Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods
   Psychometrika, 2017, 82, (3), 737-777 View citations (4)

2016

4. Genome-wide association study identifies 74 loci associated with educational attainment
   Nature, 2016, 533, (7604), 539-542 View citations (37)
   See also Working Paper Genome-wide association study identifies 74 loci associated with educational attainment, Post-Print (2016) View citations (48) (2016)
5. Multidimensional Scaling by Majorization: A Review
   Journal of Statistical Software, 2016, 073, (i08) View citations (2)
6. Nonlinear forecasting with many predictors using kernel ridge regression
   International Journal of Forecasting, 2016, 32, (3), 736-753 View citations (21)
   See also Working Paper Nonlinear Forecasting With Many Predictors Using Kernel Ridge Regression, CREATES Research Papers (2013) View citations (6) (2013)
7. Weighted Euclidean Biplots
   Journal of Classification, 2016, 33, (3), 442-459 View citations (3)
   See also Working Paper Weighted Euclidean Biplots, Working Papers (2015) (2015)

2015

8. Constrained Dual Scaling for Detecting Response Styles in Categorical Data
   Psychometrika, 2015, 80, (4), 968-994 View citations (1)
   See also Working Paper Constrained Dual Scaling for Detecting Response Styles in Categorical Data, Econometric Institute Research Papers (2013) (2013)
9. Spline-based nonlinear biplots
   Advances in Data Analysis and Classification, 2015, 9, (2), 219-238 View citations (3)

2013

10. Forecasting the Yield Curve in a Data‐Rich Environment Using the Factor‐Augmented Nelson–Siegel Model
    Journal of Forecasting, 2013, 32, (3), 193-214 View citations (21)
    See also Working Paper Forecasting the Yield Curve in a Data-Rich Environment using the Factor-Augmented Nelson-Siegel Model, Econometric Institute Research Papers (2010) View citations (4) (2010)
11. The Molecular Genetic Architecture of Self-Employment
    PLOS ONE, 2013, 8, (4), 1-15 View citations (11)

2011

12. Candidate gene studies and the quest for the entrepreneurial gene
    Small Business Economics, 2011, 37, (3), 269-275 View citations (6)
13. Forecasting with Leading Indicators by means of the Principal Covariate Index
    OECD Journal: Journal of Business Cycle Measurement and Analysis, 2011, 2011, (1), 73-92 View citations (1)
14. Molecular Genetics and Economics
    Journal of Economic Perspectives, 2011, 25, (4), 57-82 View citations (48)
15. Real-time macroeconomic forecasting with leading indicators: An empirical comparison
    International Journal of Forecasting, 2011, 27, (2), 466-481 View citations (18)
    Also in International Journal of Forecasting, 2011, 27, (2), 466-481 (2011) View citations (18)

2010

16. Estimating the Market Share Attraction Model using Support Vector Regressions
    Econometric Reviews, 2010, 29, (5-6), 688-716
    See also Working Paper Estimating the market share attraction model using support vector regressions, Econometric Institute Research Papers (2007) (2007)
17. Genome-wide association studies in economics and entrepreneurship research: promises and limitations
    Small Business Economics, 2010, 35, (1), 1-18 View citations (14)

2009

18. Optimization Strategies for Two-Mode Partitioning
    Journal of Classification, 2009, 26, (2), 155-181 View citations (9)
19. Seriation by constrained correspondence analysis: A simulation study
    Computational Statistics & Data Analysis, 2009, 53, (8), 3129-3138 View citations (6)
    See also Working Paper Seriation by constrained correspondence analysis: a simulation study, Econometric Institute Research Papers (2007) (2007)
20. Special issue on correspondence analysis and related methods
    Computational Statistics & Data Analysis, 2009, 53, (8), 3103-3106 View citations (2)

2008

21. Macroeconomic forecasting with matched principal components
    International Journal of Forecasting, 2008, 24, (1), 87-100 View citations (8)

2007

22. Computational techniques for applied econometric analysis of macroeconomic and financial processes
    Computational Statistics & Data Analysis, 2007, 51, (7), 3506-3508 View citations (1)
23. Forecast comparison of principal component regression and principal covariate regression
    Computational Statistics & Data Analysis, 2007, 51, (7), 3612-3625 View citations (11)
    See also Working Paper Forecast comparison of principal component regression and principal covariate regression, Econometric Institute Research Papers (2005) View citations (1) (2005)

2006

24. 2nd Special issue on matrix computations and statistics
    Computational Statistics & Data Analysis, 2006, 50, (1), 1-4
25. Editorial introduction
    Statistica Neerlandica, 2006, 60, (2), 79-79
26. I-Scal: Multidimensional scaling of interval dissimilarities
    Computational Statistics & Data Analysis, 2006, 51, (1), 360-378 View citations (13)
27. Visions of 70 years of psychometrics: the past, present, and future
    Statistica Neerlandica, 2006, 60, (2), 135-144 View citations (2)

2005

28. Avoiding degeneracy in multidimensional unfolding by penalizing on the coefficient of variation
    Psychometrika, 2005, 70, (1), 71-98 View citations (27)
29. Interpreting degenerate solutions in unfolding by use of the vector model and the compensatory distance model
    Psychometrika, 2005, 70, (1), 45-69 View citations (6)
30. Majorization Algorithms for Inspecting Circles, Ellipses, Squares, Rectangles, and Rhombi
    Operations Research, 2005, 53, (6), 957-967
    See also Working Paper Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi, Econometric Institute Research Papers (2003) (2003)

2004

31. A comparison of the ratio of variances in distance‐based and classical multivariate analysis
    Statistica Neerlandica, 2004, 58, (4), 428-439
32. Rank reduction of correlation matrices by majorization
    Quantitative Finance, 2004, 4, (6), 649-662 View citations (15)
    See also Working Paper Rank Reduction of Correlation Matrices by Majorization, Finance (2005) View citations (8) (2005)

2000

33. Optimal scaling by alternating length-constrained nonnegative least squares, with application to distance-based analysis
    Psychometrika, 2000, 65, (4), 511-524 View citations (5)
34. Visualizing time-varying correlations across stock markets
    Journal of Empirical Finance, 2000, 7, (2), 155-172 View citations (15)

1999

35. A distance-based variety of nonlinear multivariate data analysis, including weights for objects and variables
    Psychometrika, 1999, 64, (2), 169-186 View citations (1)
36. Global Optimization in Least-Squares Multidimensional Scaling by Distance Smoothing
    Journal of Classification, 1999, 16, (2), 225-254 View citations (12)

1998

37. Reviews
    Psychometrika, 1998, 63, (1), 93-104

1997

38. Cluster differences scaling with a within-clusters loss component and a fuzzy successive approximation strategy to avoid local minima
    Psychometrika, 1997, 62, (1), 63-83 View citations (29)

1996

39. A monotonically convergent algorithm for orthogonal congruence rotation
    Psychometrika, 1996, 61, (2), 375-389 View citations (7)
40. The tunneling method for global optimization in multidimensional scaling
    Psychometrika, 1996, 61, (3), 529-550 View citations (17)

1995

41. The majorization approach to multidimensional scaling for Minkowski distances
    Journal of Classification, 1995, 12, (1), 3-19 View citations (8)