Details about Peter Filzmoser

Access statistics for papers by Peter Filzmoser.

Last updated 2019-12-02. Update your information in the RePEc Author Service.

Short-id: pfi117

Working Papers

2015

1. Sparse partial robust M regression
   Working Papers of Department of Decision Sciences and Information Management, Leuven, KU Leuven, Faculty of Economics and Business (FEB), Department of Decision Sciences and Information Management, Leuven

2010

2. A Comparison of Algorithms for the Multivariate L1-Median
   Discussion Paper, Tilburg University, Center for Economic Research
   See also Journal Article A comparison of algorithms for the multivariate L 1 -median, Computational Statistics, Springer (2012) View citations (4) (2012)

2000

3. Outlier resistant estimators for canonical correlation analysis
   ULB Institutional Repository, ULB -- Universite Libre de Bruxelles View citations (3)
4. Robust methods for canonical correlation analysis
   ULB Institutional Repository, ULB -- Universite Libre de Bruxelles View citations (1)

Journal Articles

2019

1. Comments on: Compositional data: the sample space and its structure
   TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2019, 28, (3), 639-643
2. Robust and sparse k-means clustering for high-dimensional data
   Advances in Data Analysis and Classification, 2019, 13, (4), 905-932 View citations (3)
3. Robust second-order least-squares estimation for regression models with autoregressive errors
   Statistical Papers, 2019, 60, (1), 105-122 View citations (2)

2018

4. A Robust Approach to Risk Assessment Based on Species Sensitivity Distributions
   Risk Analysis, 2018, 38, (10), 2073-2086
5. A robust Parafac model for compositional data
   Journal of Applied Statistics, 2018, 45, (8), 1347-1369
6. Clustering of imbalanced high-dimensional media data
   Advances in Data Analysis and Classification, 2018, 12, (2), 261-284
7. Outlier detection in interval data
   Advances in Data Analysis and Classification, 2018, 12, (3), 785-822 View citations (2)

2017

8. Exploratory data analysis for interval compositional data
   Advances in Data Analysis and Classification, 2017, 11, (2), 223-241
9. Exploratory tools for outlier detection in compositional data with structural zeros
   Journal of Applied Statistics, 2017, 44, (4), 734-752 View citations (2)
10. Robust Maximum Association Estimators
    Journal of the American Statistical Association, 2017, 112, (517), 436-445 View citations (8)
11. Robust scale estimators for fuzzy data
    Advances in Data Analysis and Classification, 2017, 11, (4), 731-758 View citations (1)

2016

12. Simplicial principal component analysis for density functions in Bayes spaces
    Computational Statistics & Data Analysis, 2016, 94, (C), 330-350 View citations (23)

2015

13. Modeling Compositional Time Series with Vector Autoregressive Models
    Journal of Forecasting, 2015, 34, (4), 303-314 View citations (13)

2014

14. Erratum to: Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator
    Statistical Papers, 2014, 55, (3), 917-918 View citations (10)
15. Identification of local multivariate outliers
    Statistical Papers, 2014, 55, (1), 29-47 View citations (5)
16. Simulation and quality of a synthetic close-to-reality employer--employee population
    Journal of Applied Statistics, 2014, 41, (5), 1053-1072 View citations (3)
17. Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator
    Statistical Papers, 2014, 55, (1), 187-207 View citations (10)

2013

18. Estimation of a proportion in survey sampling using the logratio approach
    Metrika: International Journal for Theoretical and Applied Statistics, 2013, 76, (6), 799-818
19. Robust estimation of economic indicators from survey samples based on Pareto tail modelling
    Journal of the Royal Statistical Society Series C, 2013, 62, (2), 271-286 View citations (45)

2012

20. A comparison of algorithms for the multivariate L 1 -median
    Computational Statistics, 2012, 27, (3), 393-410 View citations (4)
    See also Working Paper A Comparison of Algorithms for the Multivariate L1-Median, Discussion Paper (2010) (2010)
21. Discriminant analysis for compositional data and robust parameter estimation
    Computational Statistics, 2012, 27, (4), 585-604 View citations (1)
22. Exploring incomplete data using visualization techniques
    Advances in Data Analysis and Classification, 2012, 6, (1), 29-47 View citations (7)
23. Linear regression with compositional explanatory variables
    Journal of Applied Statistics, 2012, 39, (5), 1115-1128 View citations (31)
24. Model-based replacement of rounded zeros in compositional data: Classical and robust approaches
    Computational Statistics & Data Analysis, 2012, 56, (9), 2688-2704 View citations (6)
25. Robust joint modeling of mean and dispersion through trimming
    Computational Statistics & Data Analysis, 2012, 56, (1), 34-48 View citations (5)
26. The least trimmed quantile regression
    Computational Statistics & Data Analysis, 2012, 56, (6), 1757-1770 View citations (5)

2011

27. Detection of multivariate outliers in business survey data with incomplete information
    Advances in Data Analysis and Classification, 2011, 5, (1), 37-56 View citations (6)
28. Iterative stepwise regression imputation using standard and robust methods
    Computational Statistics & Data Analysis, 2011, 55, (10), 2793-2806 View citations (12)
29. Robust variable selection with application to quality of life research
    Statistical Methods & Applications, 2011, 20, (1), 65-82 View citations (3)
30. Simulation of close-to-reality population data for household surveys with application to EU-SILC
    Statistical Methods & Applications, 2011, 20, (3), 383-407 View citations (13)

2010

31. An Object-Oriented Framework for Statistical Simulation: The R Package simFrame
    Journal of Statistical Software, 2010, 037, (i03) View citations (10)
32. Imputation of missing values for compositional data using classical and robust methods
    Computational Statistics & Data Analysis, 2010, 54, (12), 3095-3107 View citations (17)
33. Robust statistic for the one-way MANOVA
    Computational Statistics & Data Analysis, 2010, 54, (1), 37-48 View citations (3)

2009

34. An Object-Oriented Framework for Robust Multivariate Analysis
    Journal of Statistical Software, 2009, 032, (i03) View citations (45)

2008

35. Outlier identification in high dimensions
    Computational Statistics & Data Analysis, 2008, 52, (3), 1694-1711 View citations (39)

2007

36. Robust fitting of mixtures using the trimmed likelihood estimator
    Computational Statistics & Data Analysis, 2007, 52, (1), 299-308 View citations (42)

2004

37. Testing hypotheses with fuzzy data: The fuzzy p-value
    Metrika: International Journal for Theoretical and Applied Statistics, 2004, 59, (1), 21-29 View citations (12)

2003

38. Robust factor analysis
    Journal of Multivariate Analysis, 2003, 84, (1), 145-172 View citations (31)

2000

39. Orthogonal principal planes
    Psychometrika, 2000, 65, (3), 363-376