All Stories

  1. Sparse Principal Component Analysis Based on Least Trimmed Squares

    Article • Technometrics, October 2019, Taylor & Francis

    Stefan Van Aelst

  2. Empirical analysis of the maximum asymptotic bias of location estimators for fuzzy number-valued data

    Article • International Journal of Approximate Reasoning, October 2019, Elsevier

    Stefan Van Aelst

  3. Robust functional regression based on principal components

    Article • Journal of Multivariate Analysis, September 2019, Elsevier

    Stefan Van Aelst

  4. Fast computation of robust subspace estimators

    Article • Computational Statistics & Data Analysis, June 2019, Elsevier

    Stefan Van Aelst

  5. Robust variable screening for regression using factor profiling

    Article • Statistical Analysis and Data Mining The ASA Data Science Journal, December 2018, Wiley

    Stefan Van Aelst

  6. Robust Bayesian seemingly unrelated regression model

    Article • Computational Statistics, November 2018, Springer Science + Business Media

    Stefan Van Aelst

  7. A Robust General Multivariate Chain Ladder Method

    Article • Risks, September 2018, MDPI AG

    Stefan Van Aelst

  8. Robust inference for seemingly unrelated regression models

    Article • Journal of Multivariate Analysis, September 2018, Elsevier

    Stefan Van Aelst

  9. M-estimators of location for functional data

    Article • Bernoulli, August 2018, Bernoulli Society for Mathematical Statistics and Probability

    Stefan Van Aelst

  10. A Robust General Multivariate Chain Ladder Method

    Article • July 2018, MDPI AG

    Stefan Van Aelst

  11. A spatial-type interval-valued median for random intervals

    Article • Statistics, May 2018, Taylor & Francis

    Stefan Van Aelst

  12. Advantages of M-estimators of location for fuzzy numbers based on Tukey's biweight loss function

    Article • International Journal of Approximate Reasoning, February 2018, Elsevier

    Stefan Van Aelst

  13. Robust bootstrap procedures for the chain-ladder method

    Article • Scandinavian Actuarial Journal, December 2016, Taylor & Francis

    Stefan Van Aelst

  14. M-Estimates of Location for the Robust Central Tendency of Fuzzy Data

    Article • IEEE Transactions on Fuzzy Systems, August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Stefan Van Aelst

  15. Melanoma addiction to the long non-coding RNA SAMMSON

    Article • Nature, March 2016, Springer Science + Business Media

    Stefan Van Aelst

  16. Robust tests for linear regression models based on τ-estimates

    Article • Computational Statistics & Data Analysis, January 2016, Elsevier

    Stefan Van Aelst

  17. Special Issue on Advances in Data Mining and Robust Statistics

    Article • Computational Statistics & Data Analysis, January 2016, Elsevier

    Stefan Van Aelst

  18. Outlier-Robust Bayesian Multinomial Choice Modeling

    Article • Journal of Applied Econometrics, August 2015, Wiley

    Stefan Van Aelst

  19. Tree-based prediction on incomplete data using imputation or surrogate decisions

    Article • Information Sciences, August 2015, Elsevier

    Stefan Van Aelst

  20. Comments on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination

    Article • Test, June 2015, Springer Science + Business Media

    Stefan Van Aelst

  21. On the consistency of a spatial-type interval-valued median for random intervals

    Article • Statistics & Probability Letters, May 2015, Elsevier

    Stefan Van Aelst

  22. Mathematical Inference on Helminth Egg Counts in Stool and Its Applications in Mass Drug Administration Programmes to Control Soil-Transmitted Helminthiasis in Public Health

    Article • January 2015, Elsevier

    Stefan Van Aelst

  23. Stahel–Donoho estimation for high-dimensional data

    Article • International Journal of Computer Mathematics, July 2014, Taylor & Francis

    Stefan Van Aelst

  24. A parameterized metric between fuzzy numbers and its parameter interpretation

    Article • Fuzzy Sets and Systems, June 2014, Elsevier

    Stefan Van Aelst

  25. Special issue on Model Selection and High Dimensional Data Reduction

    Article • Computational Statistics & Data Analysis, March 2014, Elsevier

    Stefan Van Aelst

  26. A statistical basis for harmonization of thyroid stimulating hormone immunoassays using a robust factor analysis model

    Article • Clinical Chemistry and Laboratory Medicine (CCLM), January 2014, De Gruyter

    Stefan Van Aelst

  27. Special issue on robust analysis of complex data

    Article • Computational Statistics & Data Analysis, September 2013, Elsevier

    Stefan Van Aelst

  28. Robust and efficient estimation of the residual scale in linear regression

    Article • Journal of Multivariate Analysis, April 2013, Elsevier

    Stefan Van Aelst

  29. Assessing the Functional Polycentricity of the Mega-City-Region of Central Belgium Based on Advanced Producer Service Transaction Links

    Article • Regional Studies, February 2013, Taylor & Francis

    Stefan Van Aelst

  30. Outliers

    Article • January 2013, Wiley

    Stefan Van Aelst

  31. Hotelling's T2Tests (Robust Versions Of)

    Article • January 2013, Wiley

    Stefan Van Aelst

  32. Comparing the Medians of a Random Interval Defined by Means of Two Different L 1 Metrics

    Article • January 2013, Springer Science + Business Media

    Stefan Van Aelst

  33. Comparing the Representativeness of the 1-norm Median for Likert and Free-response Fuzzy Scales

    Article • January 2013, Springer Science + Business Media

    Stefan Van Aelst

  34. Harmonization of immunoassays to the all-procedure trimmed mean – proof of concept by use of data from the insulin standardization project

    Article • Clinical Chemistry and Laboratory Medicine (CCLM), January 2013, De Gruyter

    Stefan Van Aelst

  35. Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods

    Article • January 2013, Springer Science + Business Media

    Stefan Van Aelst

  36. Simulation of between Repeat Variability in Real Time PCR Reactions

    Article • PLoS ONE, November 2012, PLOS

    Stefan Van Aelst

  37. The median of a random fuzzy number. The 1-norm distance approach

    Article • Fuzzy Sets and Systems, August 2012, Elsevier

    Stefan Van Aelst

  38. A Stahel–Donoho estimator based on huberized outlyingness

    Article • Computational Statistics & Data Analysis, March 2012, Elsevier

    Stefan Van Aelst

  39. Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR

    Article • Nucleic Acids Research, November 2011, Oxford University Press (OUP)

    Stefan Van Aelst

  40. Robust and Efficient One-Way MANOVA Tests

    Article • Journal of the American Statistical Association, June 2011, Taylor & Francis

    Stefan Van Aelst

  41. Stahel-Donoho estimators with cellwise weights

    Article • Journal of Statistical Computation and Simulation, January 2011, Taylor & Francis

    Stefan Van Aelst

  42. Fast robust estimation of prediction error based on resampling

    Article • Computational Statistics & Data Analysis, December 2010, Elsevier

    Stefan Van Aelst

  43. Special issue on variable selection and robust procedures

    Article • Computational Statistics & Data Analysis, December 2010, Elsevier

    Stefan Van Aelst

  44. Xenotransplantation by injection of a suspension of isolated preantral ovarian follicles and stroma cells under the kidney capsule of nude mice

    Article • Fertility and Sterility, July 2010, Elsevier

    Stefan Van Aelst

  45. Inference for robust canonical variate analysis

    Article • Advances in Data Analysis and Classification, June 2010, Springer Science + Business Media

    Stefan Van Aelst

  46. Minimum volume ellipsoid

    Article • Wiley Interdisciplinary Reviews Computational Statistics, July 2009, Wiley

    Stefan Van Aelst

  47. Multivariate generalized S-estimators

    Article • Journal of Multivariate Analysis, May 2009, Elsevier

    Stefan Van Aelst

  48. Propagation of outliers in multivariate data

    Article • The Annals of Statistics, February 2009, Institute of Mathematical Statistics

    Stefan Van Aelst

  49. Robust linear clustering

    Article • Journal Of The Royal Statistical Society, January 2009, Wiley

    Stefan Van Aelst

  50. Robust model selection using fast and robust bootstrap

    Article • Computational Statistics & Data Analysis, August 2008, Elsevier

    Stefan Van Aelst

  51. The minimum weighted covariance determinant estimator

    Article • Metrika, June 2008, Springer Science + Business Media

    Stefan Van Aelst

  52. The multivariate least-trimmed squares estimator

    Article • Journal of Multivariate Analysis, March 2008, Elsevier

    Stefan Van Aelst

  53. High-Breakdown Robust Multivariate Methods

    Article • Statistical Science, February 2008, Institute of Mathematical Statistics

    Stefan Van Aelst

  54. Quantification and Viability Assessment of Isolated Bovine Primordial and Primary Ovarian Follicles Retrieved Through a Standardized Biopsy Pick-Up Procedure

    Article • Reproduction in Domestic Animals, December 2007, Wiley

    Stefan Van Aelst

  55. Robust Linear Model Selection Based on Least Angle Regression

    Article • Journal of the American Statistical Association, December 2007, Taylor & Francis

    Stefan Van Aelst

  56. Building a robust linear model with forward selection and stepwise procedures

    Article • Computational Statistics & Data Analysis, September 2007, Elsevier

    Stefan Van Aelst

  57. Machine Learning and Robust Data Mining

    Article • Computational Statistics & Data Analysis, September 2007, Elsevier

    Stefan Van Aelst

  58. Fast and robust bootstrap

    Article • Statistical Methods & Applications, February 2007, Springer Science + Business Media

    Stefan Van Aelst

  59. An L1-type estimator of multivariate location and shape

    Article • Statistical Methods & Applications, November 2006, Springer Science + Business Media

    Stefan Van Aelst

  60. Principal Components Analysis Based on Multivariate MM Estimators With Fast and Robust Bootstrap

    Article • Journal of the American Statistical Association, September 2006, Taylor & Francis

    Stefan Van Aelst

  61. Robust estimation of Cronbach's alpha

    Article • Journal of Multivariate Analysis, August 2006, Elsevier

    Stefan Van Aelst

  62. Linear grouping using orthogonal regression

    Article • Computational Statistics & Data Analysis, March 2006, Elsevier

    Stefan Van Aelst

  63. A robust linear grouping algorithm

    Article • January 2006, Springer Science + Business Media

    Stefan Van Aelst

  64. Fast and robust bootstrap for LTS

    Article • Computational Statistics & Data Analysis, April 2005, Elsevier

    Stefan Van Aelst

  65. Multivariate Outlier Detection and Robustness

    Article • January 2005, Elsevier

    Stefan Van Aelst

  66. Robust Multivariate Regression

    Article • Technometrics, August 2004, Taylor & Francis

    Stefan Van Aelst

  67. Lack of fluorophotometric evidence of aqueous–vitreous barrier disruption after posterior capsulorhexis

    Article • Journal of Cataract & Refractive Surgery, December 2003, Elsevier

    Stefan Van Aelst

  68. Using deepest regression method for optimization of fluidized bed granulation on semi-full scale

    Article • International Journal of Pharmaceutics, June 2003, Elsevier

    Stefan Van Aelst

  69. Article • Annals of the Institute of Statistical Mathematics, January 2003, Springer Science + Business Media

    Stefan Van Aelst

  70. The Deepest Regression Method

    Article • Journal of Multivariate Analysis, April 2002, Elsevier

    Stefan Van Aelst

  71. A robust Hotelling test

    Article • Metrika, April 2002, Springer Science + Business Media

    Stefan Van Aelst

  72. Small sample corrections for LTS and MCD

    Article • Metrika, April 2002, Springer Science + Business Media

    Stefan Van Aelst

  73. Robust estimation of the conditional median function at elliptical models

    Article • Statistics & Probability Letters, February 2001, Elsevier

    Stefan Van Aelst

  74. Robustness of Deepest Regression

    Article • Journal of Multivariate Analysis, April 2000, Elsevier

    Stefan Van Aelst

  75. Regression Depth: Rejoinder

    Article • Journal of the American Statistical Association, June 1999, JSTOR

    Stefan Van Aelst