DOI: 10.1016/j.chemolab.2004.06.003. LIBRA: a MATLAB library for robust analysis

LIBRA: a MATLAB library for robust analysis

10.1016/j.chemolab.2004.06.003

Crossref journal-article

Elsevier BV

Chemometrics and Intelligent Laboratory Systems (78)

Bibliography

Verboven, S., & Hubert, M. (2005). LIBRA: a MATLAB library for robust analysis. Chemometrics and Intelligent Laboratory Systems, 75(2), 127â136.

Authors 2

Sabine Verboven (first)
Mia Hubert (additional)

References 26 Referenced 327

{'key': '10.1016/j.chemolab.2004.06.003_bib1', 'series-title': 'Robust Statistics', 'author': 'Huber', 'year': '1981'} / Robust Statistics by Huber (1981)
{'key': '10.1016/j.chemolab.2004.06.003_bib2', 'series-title': 'Robust Statistics: The Approach Based on Influence Functions', 'author': 'Hampel', 'year': '1986'} / Robust Statistics: The Approach Based on Influence Functions by Hampel (1986)
{'key': '10.1016/j.chemolab.2004.06.003_bib3', 'series-title': 'Robust Regression and Outlier Detection', 'author': 'Rousseeuw', 'year': '1987'} / Robust Regression and Outlier Detection by Rousseeuw (1987)
{'key': '10.1016/j.chemolab.2004.06.003_bib4', 'series-title': 'Proceedings of the Twenty-Seventh Annual SAS Users Group International Conference', 'article-title': 'Robust Regression and Outlier Detection with the ROBUSTREG Procedure', 'author': 'Chen', 'year': '2002'} / Proceedings of the Twenty-Seventh Annual SAS Users Group International Conference / Robust Regression and Outlier Detection with the ROBUSTREG Procedure by Chen (2002)
{'key': '10.1016/j.chemolab.2004.06.003_bib5', 'series-title': 'Algorithms, Routines and S Functions for Robust Statistics', 'author': 'Marazzi', 'year': '1993'} / Algorithms, Routines and S Functions for Robust Statistics by Marazzi (1993)
S-PLUS 6 Robust Library User's Guide, Insightful, Seattle, WA.
10.1016/S0167-9473(02)00078-6 / Comput. Stat. Data Anal. by Rousseeuw (2002)
G. Brys, M. Hubert, A. Struyf, J. Comput. Graph. Statist., in press, available at http://www.wis.kuleuven.ac.be/stat/robust.html.
10.2307/2288718 / J. Am. Stat. Assoc. by Rousseeuw (1984)
10.2307/1270566 / Technometrics by Rousseeuw (1999)
10.1016/S0169-7439(01)00188-5 / Chemom. Intell. Lab. Syst. by Hubert (2002)
M. Hubert, P.J. Rousseeuw, K. Vanden Branden, Technometrics, in press, available at http://www.wis.kuleuven.ac.be/stat/robust.html.
{'key': '10.1016/j.chemolab.2004.06.003_bib13', 'series-title': 'Multivariate Data Analysis in Practice', 'author': 'Esbensen', 'year': '2001'} / Multivariate Data Analysis in Practice by Esbensen (2001)
{'key': '10.1016/j.chemolab.2004.06.003_bib14', 'series-title': 'Data Analysis: Scientific Modeling and Practical Application', 'first-page': '335', 'author': 'Rousseeuw', 'year': '2000'} / Data Analysis: Scientific Modeling and Practical Application by Rousseeuw (2000)
P.J. Rousseeuw, S. Van Aelst, K. Van Driessen, A. Agullo, Technometrics, in press, available at http://www.agoras.ua.ac.be.
10.1002/cem.783 / J. Chemom. by Hubert (2003)
10.1002/cem.822 / J. Chemom. by Hubert (2003)
S. Engelen, M. Hubert, Fast cross-validation in robust PCA, in: J. Antoch (Ed.), COMPSTAT 2004 Proceedings, Springer, Physica-Verlag, 2004.
10.1016/S0167-9473(02)00299-2 / Comput. Stat. Data Anal. by Hubert (2004)
10.1093/bioinformatics/bth158 / Bioinformatics by Hubert (2004)
10.1016/0031-3203(76)90014-5 / Pattern Recognit. by Wold (1976)
K. Vanden Branden, M. Hubert, Robust classification of high-dimensional data, in: J. Antoch (Ed.), COMPSTAT 2004 Proceedings, Springer, Physica-Verlag, 2004.
10.1214/aos/1176350505 / Ann. Stat. by Davies (1987)
{'key': '10.1016/j.chemolab.2004.06.003_bib24', 'series-title': 'Robust and Nonlinear Time Series Analysis, Lecture Notes in Statistics No. 26', 'first-page': '256', 'author': 'Rousseeuw', 'year': '1984'} / Robust and Nonlinear Time Series Analysis, Lecture Notes in Statistics No. 26 by Rousseeuw (1984)
{'key': '10.1016/j.chemolab.2004.06.003_bib25', 'series-title': 'Proceedings of CDAM 2004', 'article-title': 'A comparison of three procedures for robust PCA in high dimensions', 'author': 'Engelen', 'year': '2004'} / Proceedings of CDAM 2004 / A comparison of three procedures for robust PCA in high dimensions by Engelen (2004)
E. Vandervieren, M. Hubert, An adjusted boxplot for skewed distributions, in: J. Antoch (Ed.), COMPSTAT 2004 Proceedings, Springer, Physica-Verlag, 2004.

Dates

Type	When
Created	21 years ago (Aug. 18, 2004, 9:05 a.m.)
Deposited	6 years, 6 months ago (Feb. 4, 2019, 4:50 p.m.)
Indexed	1 month, 1 week ago (July 25, 2025, 6:49 a.m.)
Issued	20 years, 7 months ago (Feb. 1, 2005)
Published	20 years, 7 months ago (Feb. 1, 2005)
Published Print	20 years, 7 months ago (Feb. 1, 2005)

Funders 0

None

BibTeX

@article{Verboven_2005, title={LIBRA: a MATLAB library for robust analysis}, volume={75}, ISSN={0169-7439}, url={http://dx.doi.org/10.1016/j.chemolab.2004.06.003}, DOI={10.1016/j.chemolab.2004.06.003}, number={2}, journal={Chemometrics and Intelligent Laboratory Systems}, publisher={Elsevier BV}, author={Verboven, Sabine and Hubert, Mia}, year={2005}, month=feb, pages={127–136} }

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