Advanced search
Publication Cover
Technometrics Volume 41, 1999 - Issue 3
Submit an article Journal homepage
2,650
Views
1,412
CrossRef citations to date
0
Altmetric
Original Articles

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Peter J. Rousseeuw Department of Mathematics and Computer Science, Universitaire Instelling Antwerpen, Universiteiteitsplein 1 B-261 0 Wilrijk, Belgium E-mail: [email protected]
&
Katrien Van Driessen Faculty of Applied Economics, Universitaire Faculteiten, Sint lgnatius Prinsstraat 13 B-2000 Antwerp, Belgium E-mail: [email protected]
Pages 212-223 | Published online: 12 Mar 2012

Citations (1412)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (126)

Xi Wu, Weiyan Mu, Shifeng Xiong & Xinmin Li. (2024) Adaptive subsample estimation for multivariate normal distributions. Communications in Statistics - Simulation and Computation 53:4, pages 1711-1718.
Read now
Maoyu Zhang, Yan Song & Wenlin Dai. (2024) Fast Robust Location and Scatter Estimation: A Depth-based Method. Technometrics 66:1, pages 14-27.
Read now
Patricia Puchhammer & Peter Filzmoser. (2023) Spatially Smoothed Robust Covariance Estimation for Local Outlier Detection. Journal of Computational and Graphical Statistics 0:0, pages 1-13.
Read now
A. Valeria Quevedo & G. Geoffrey Vining. (2023) A non-linear mixed model approach for detecting outlying profiles. Journal of Quality Technology 55:5, pages 550-565.
Read now
Z. C. Fu, L. Y. Fu & Y. N. Song. (2023) Robust and smoothing variable selection for quantile regression models with longitudinal data. Journal of Statistical Computation and Simulation 93:15, pages 2600-2624.
Read now
Jakob Raymaekers & Peter J. Rousseeuw. (2023) The Cellwise Minimum Covariance Determinant Estimator. Journal of the American Statistical Association 0:0, pages 1-12.
Read now
Siti Zahariah & Habshah Midi. (2023) Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data. Journal of Applied Statistics 50:13, pages 2817-2835.
Read now
A. R. Duarte, H. S. R. Martins & F. L. P. Oliveira. (2023) CM-generator: an approach for generating customized correlation matrices. Communications in Statistics - Simulation and Computation 0:0, pages 1-20.
Read now
Abdulaziz Alenazi. (2023) A review of compositional data analysis and recent advances. Communications in Statistics - Theory and Methods 52:16, pages 5535-5567.
Read now
Mohsen Ebadi, Shoja’eddin Chenouri & Stefan H. Steiner. (2023) Phase I analysis of high-dimensional processes in the presence of outliers. Journal of Quality Technology 55:4, pages 469-488.
Read now
Andrea Cappozzo, Luis Angel García-Escudero, Francesca Greselin & Agustín Mayo-Iscar. (2023) Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model. Journal of Computational and Graphical Statistics 32:3, pages 1195-1214.
Read now
Pedro Henrique Melo Albuquerque, João Gabriel de Moraes Souza & Herbert Kimura. (2023) Artificial intelligence in portfolio formation and forecast: Using different variance-covariance matrices. Communications in Statistics - Theory and Methods 52:12, pages 4229-4246.
Read now
Andrews T. Anum & Michael Pokojovy. (2023) A hybrid method for density power divergence minimization with application to robust univariate location and scale estimation. Communications in Statistics - Theory and Methods 0:0, pages 1-24.
Read now
O. K. Sajana & T. A. Sajesh. (2023) Robust quadratic discriminant analysis using S covariance. Communications in Statistics - Simulation and Computation 52:3, pages 735-744.
Read now
Ying Cao & SunWoo Ko. (2022) Fusing separated representation into an autoencoder for magnetic materials outlier detection. Systems Science & Control Engineering 10:1, pages 181-191.
Read now
Zhuo Qu & Marc G. Genton. (2022) Sparse Functional Boxplots for Multivariate Curves. Journal of Computational and Graphical Statistics 31:4, pages 976-989.
Read now
Jasdeep Pannu & Nedret Billor. (2022) Robust sparse functional regression model. Communications in Statistics - Simulation and Computation 51:9, pages 4883-4903.
Read now
Sajana O. Kunjunni & Sajesh T. Abraham. (2022) Multidimensional outlier detection and robust estimation using S covariance. Communications in Statistics - Simulation and Computation 51:7, pages 3912-3922.
Read now
Hasan Bulut & Tolga Zaman. (2022) An improved class of robust ratio estimators by using the minimum covariance determinant estimation. Communications in Statistics - Simulation and Computation 51:5, pages 2457-2463.
Read now
Fangzhou Guo, Austin P. Rogers & Bryan P. Rasmussen. (2022) Multivariate fault detection for residential HVAC systems using cloud-based thermostat data, part I: Methodology. Science and Technology for the Built Environment 28:2, pages 109-120.
Read now
Jan Kalina. (2021) Common multivariate estimators of location and scatter capture the symmetry of the underlying distribution. Communications in Statistics - Simulation and Computation 50:10, pages 2845-2857.
Read now
Fatma Zehra Doğru & Olcay Arslan. (2021) Robust mixture regression modeling based on the generalized M (GM)-estimation method. Communications in Statistics - Simulation and Computation 50:9, pages 2643-2665.
Read now
Muhammad Ahsan, Muhammad Mashuri, Heri Kuswanto, Dedy Dwi Prastyo & Hidayatul Khusna. (2021) Outlier detection using PCA mix based T2 control chart for continuous and categorical data. Communications in Statistics - Simulation and Computation 50:5, pages 1496-1523.
Read now
Masato Ohkubo & Yasushi Nagata. (2021) Anomaly detection for unlabelled unit space using the Mahalanobis–Taguchi system. Total Quality Management & Business Excellence 32:5-6, pages 591-605.
Read now
David Bauder, Taras Bodnar, Nestor Parolya & Wolfgang Schmid. (2021) Bayesian mean–variance analysis: optimal portfolio selection under parameter uncertainty. Quantitative Finance 21:2, pages 221-242.
Read now
Sevvandi Kandanaarachchi & Rob J. Hyndman. (2021) Dimension Reduction for Outlier Detection Using DOBIN. Journal of Computational and Graphical Statistics 30:1, pages 204-219.
Read now
Annalisa Orenti & Ettore Marubini. (2021) Robust regression analysis: a useful two stage procedure. Communications in Statistics - Simulation and Computation 50:1, pages 16-37.
Read now
Hasan Bulut. (2020) Mahalanobis distance based on minimum regularized covariance determinant estimators for high dimensional data. Communications in Statistics - Theory and Methods 49:24, pages 5897-5907.
Read now
Tolga Zaman & Hasan Bulut. (2020) Modified regression estimators using robust regression methods and covariance matrices in stratified random sampling. Communications in Statistics - Theory and Methods 49:14, pages 3407-3420.
Read now
Valeriy Zakamulin & Javier Giner. (2020) Trend following with momentum versus moving averages: a tale of differences. Quantitative Finance 20:6, pages 985-1007.
Read now
M. Templ, J. Gussenbauer & P. Filzmoser. (2020) Evaluation of robust outlier detection methods for zero-inflated complex data. Journal of Applied Statistics 47:7, pages 1144-1167.
Read now
Rick M. Delgadillo & Joan R. Casas. (2020) Non-modal vibration-based methods for bridge damage identification. Structure and Infrastructure Engineering 16:4, pages 676-697.
Read now
Mirosław Krzyśko & Łukasz Smaga. (2020) Robust multivariate functional discriminant coordinates. Communications in Statistics - Simulation and Computation 49:3, pages 717-733.
Read now
Ender Uzabaci, Ilker Ercan & Ozlem Alpu. (2020) Evaluation of outlier detection method performance in symmetric multivariate distributions. Communications in Statistics - Simulation and Computation 49:2, pages 516-531.
Read now
M. Balamurali & A. Melkumyan. (2020) Automated update of geological domains using blast-hole assays and minimum covariance determinant. Applied Earth Science 129:1, pages 9-14.
Read now
Pavlo Mozharovskyi, Julie Josse & François Husson. (2020) Nonparametric Imputation by Data Depth. Journal of the American Statistical Association 115:529, pages 241-253.
Read now
Antony Unwin. (2019) Multivariate Outliers and the O3 Plot. Journal of Computational and Graphical Statistics 28:3, pages 635-643.
Read now
T. Kirschstein & Steffen Liebscher. (2019) Assessing the market values of soccer players – a robust analysis of data from German 1. and 2. Bundesliga. Journal of Applied Statistics 46:7, pages 1336-1349.
Read now
Martin Augustine B. Borlongan, Joseph Ryan G. Lansangan & Erniel B Barrios. (2019) Robust simultaneous confidence interval estimation of principal component loadings. Communications in Statistics - Simulation and Computation 48:2, pages 431-446.
Read now
Jeongyoun Ahn, Myung Hee Lee & Jung Ae Lee. (2019) Distance-based outlier detection for high dimension, low sample size data. Journal of Applied Statistics 46:1, pages 13-29.
Read now
Rand R. Wilcox, Guillaume A. Rousselet & Cyril R. Pernet. (2018) Improved methods for making inferences about multiple skipped correlations. Journal of Statistical Computation and Simulation 88:16, pages 3116-3131.
Read now
Wenlin Dai & Marc G. Genton. (2018) Multivariate Functional Data Visualization and Outlier Detection. Journal of Computational and Graphical Statistics 27:4, pages 923-934.
Read now
Xiaona Yang, Zhaojun Wang & Xuemin Zi. (2018) Thresholding-based outlier detection for high-dimensional data. Journal of Statistical Computation and Simulation 88:11, pages 2170-2184.
Read now
Xuqing Liu, Feng Gao, Yandong Wu & Zhiguo Zhao. (2018) Detecting outliers and influential points: an indirect classical Mahalanobis distance-based method. Journal of Statistical Computation and Simulation 88:11, pages 2013-2033.
Read now
M. A. Di Palma, P. Filzmoser, M. Gallo & K. Hron. (2018) A robust Parafac model for compositional data. Journal of Applied Statistics 45:8, pages 1347-1369.
Read now
Peter J. Rousseeuw & Wannes Van Den Bossche. (2018) Detecting Deviating Data Cells. Technometrics 60:2, pages 135-145.
Read now
Hasan Bulut & Yüksel Öner. (2017) The evaluation of socio-economic development of development agency regions in Turkey using classical and robust principal component analyses. Journal of Applied Statistics 44:16, pages 2936-2948.
Read now
Chunhui Zhao, Xinpeng Wang & Genping Zhao. (2017) Detection of hyperspectral anomalies using density estimation and collaborative representation. Remote Sensing Letters 8:11, pages 1025-1033.
Read now
B. Paláncz, J.L. Awange, T. Lovas, R. Lewis, B. Molnár, B. Heck & Y. Fukuda. (2017) Algebraic method to speed up robust algorithms: example of laser-scanned point clouds. Survey Review 49:357, pages 408-418.
Read now
Xin Tong & Zhiyong Zhang. (2017) Outlying Observation Diagnostics in Growth Curve Modeling. Multivariate Behavioral Research 52:6, pages 768-788.
Read now
Marcelo Ângelo Cirillo & Lúcia Pereira Barroso. (2017) Effect of outliers on the GFI quality adjustment index in structural equation model and proposal of alternative indices. Communications in Statistics - Simulation and Computation 46:3, pages 1895-1905.
Read now
M. Templ, K. Hron & P. Filzmoser. (2017) Exploratory tools for outlier detection in compositional data with structural zeros. Journal of Applied Statistics 44:4, pages 734-752.
Read now
M. A. Di Palma & M. Gallo. (2016) A co-median approach to detect compositional outliers. Journal of Applied Statistics 43:13, pages 2348-2362.
Read now
Yiyuan She, Shijie Li & Dapeng Wu. (2016) Robust Orthogonal Complement Principal Component Analysis. Journal of the American Statistical Association 111:514, pages 763-771.
Read now
J. L. Awange, B. Palancz, R. Lewis, T. Lovas, B. Heck & Y. Fukuda. (2016) An algebraic solution of maximum likelihood function in case of Gaussian mixture distribution. Australian Journal of Earth Sciences 63:2, pages 193-203.
Read now
N. Benaraba, D. Yebdri & F. Touati. (2016) Robust inversion for material parameters identification from correlated outlying observations. Inverse Problems in Science and Engineering 24:2, pages 177-194.
Read now
Melody Denhere & Nedret Billor. (2016) Robust Principal Component Functional Logistic Regression. Communications in Statistics - Simulation and Computation 45:1, pages 264-281.
Read now
Siyang Wang, Tao Hu, Liming Xiang & Hengjian Cui. (2016) Generalized M-estimation for the accelerated failure time model. Statistics 50:1, pages 114-138.
Read now
. (2016) Book Reviews. Journal of the American Statistical Association 111:513, pages 438-445.
Read now
J. Marcus Jobe & Michael Pokojovy. (2015) A Cluster-Based Outlier Detection Scheme for Multivariate Data. Journal of the American Statistical Association 110:512, pages 1543-1551.
Read now
João Tovar Jalles & Jose Tavares. (2015) Trade, scale or social capital? Technological progress in poor and rich countries. The Journal of International Trade & Economic Development 24:6, pages 767-808.
Read now
Graciela Boente & Matías Salibian-Barrera. (2015) S-Estimators for Functional Principal Component Analysis. Journal of the American Statistical Association 110:511, pages 1100-1111.
Read now
Y.H. Dovoedo & S. Chakraborti. (2015) Power of depth-based nonparametric tests for multivariate locations. Journal of Statistical Computation and Simulation 85:10, pages 1987-2006.
Read now
Ekele Alih & Hong Choon Ong. (2015) Cluster-based multivariate outlier identification and re-weighted regression in linear models. Journal of Applied Statistics 42:5, pages 938-955.
Read now
Shauna A Trichler, Sandra C Bulla, Nandita Mahajan, Kari V Lunsford, Ken Pendarvis, Bindu Nanduri, Fiona M McCarthy & Camilo Bulla. (2014) Identification of canine platelet proteins separated by differential detergent fractionation for nonelectrophoretic proteomics analyzed by Gene Ontology and pathways analysis. Veterinary Medicine: Research and Reports 5, pages 1-9.
Read now
Malika Cheikh. (2014) Comparative Study of Robust Estimators Based on a Sensitivity Coefficient in Principal Component Analysis. Communications in Statistics - Simulation and Computation 43:10, pages 2639-2648.
Read now
Aiye Shi, Du Q. Huynh, Feng Chen Huang, Shao Hong Shen, Wen Ping Lu & Zhen Li Ma. (2014) Unsupervised change detection based on robust chi-squared transform for bitemporal remotely sensed images. International Journal of Remote Sensing 35:21, pages 7555-7566.
Read now
Edmore Ranganai, Johan O. Van Vuuren & Tertius De Wet. (2014) Multiple Case High Leverage Diagnosis in Regression Quantiles. Communications in Statistics - Theory and Methods 43:16, pages 3343-3370.
Read now
Vahid Nassiri, Mina Aminghafari & Ali Mohammad-Djafari. (2014) Solving Noisy ICA Using Multivariate Wavelet Denoising with an Application to Noisy Latent Variables Regression. Communications in Statistics - Theory and Methods 43:10-12, pages 2297-2310.
Read now
AsumanS. Turkmen & Nedret Billor. (2013) Influence Function Analysis for the Robust Partial Least Squares (RoPLS) Estimator. Communications in Statistics - Theory and Methods 42:15, pages 2818-2836.
Read now
M.J. Pringle. (2013) Robust prediction of time-integrated NDVI. International Journal of Remote Sensing 34:13, pages 4791-4811.
Read now
Robert Serfling & Satyaki Mazumder. (2013) Computationally easy outlier detection via projection pursuit with finitely many directions. Journal of Nonparametric Statistics 25:2, pages 447-461.
Read now
Ali Alkenani & Keming Yu. (2013) A comparative study for robust canonical correlation methods. Journal of Statistical Computation and Simulation 83:4, pages 692-720.
Read now
Michael Friendly. (2013) The Generalized Ridge Trace Plot: Visualizing Bias and Precision. Journal of Computational and Graphical Statistics 22:1, pages 50-68.
Read now
Xiwu Lin, Daniel Parks, Lei Zhu, Lloyd Curtis, Helen Steel, Andrew Rut, Vincent Mooser, Lon Cardon, Alan Menius & Kwan Lee. (2012) Truncated Robust Distance for Clinical Laboratory Safety Data Monitoring and Assessment. Journal of Biopharmaceutical Statistics 22:6, pages 1174-1192.
Read now
José-Luis Alfaro & Juan-Fco. Ortega. (2012) Robust Hotelling's T2 control charts under non-normality: the case of t-Student distribution. Journal of Statistical Computation and Simulation 82:10, pages 1437-1447.
Read now
Mike Danilov, VíctorJ. Yohai & RubenH. Zamar. (2012) Robust Estimation of Multivariate Location and Scatter in the Presence of Missing Data. Journal of the American Statistical Association 107:499, pages 1178-1186.
Read now
JoséR. Berrendero & Javier Cárcamo. (2012) The Tangent Classifier. The American Statistician 66:3, pages 185-194.
Read now
Xavier Romão, Raimundo Delgado & Aníbal Costa. (2012) Statistical Characterization of Structural Demand under Earthquake Loading. Part 1: Robust Estimation of the Central Value of the Data. Journal of Earthquake Engineering 16:5, pages 686-718.
Read now
Mia Hubert, PeterJ. Rousseeuw & Tim Verdonck. (2012) A Deterministic Algorithm for Robust Location and Scatter. Journal of Computational and Graphical Statistics 21:3, pages 618-637.
Read now
T. A. Sajesh & M. R. Srinivasan. (2012) Outlier detection for high dimensional data using the Comedian approach. Journal of Statistical Computation and Simulation 82:5, pages 745-757.
Read now
David Magis & Paul De Boeck. (2011) Identification of Differential Item Functioning in Multiple-Group Settings: A Multivariate Outlier Detection Approach. Multivariate Behavioral Research 46:5, pages 733-755.
Read now
Guoqing Wu, Chao Chen & Xuefeng Yan. (2011) Modified minimum covariance determinant estimator and its application to outlier detection of chemical process data. Journal of Applied Statistics 38:5, pages 1007-1020.
Read now
Xin Dang & Robert Serfling. (2011) A numerical study of multiple imputation methods using nonparametric multivariate outlier identifiers and depth-based performance criteria with clinical laboratory data. Journal of Statistical Computation and Simulation 81:5, pages 547-560.
Read now
Jeh-Nan Pan & Sheau-Chiann Chen. (2011) New robust estimators for detecting non-random patterns in multivariate control charts: a simulation approach. Journal of Statistical Computation and Simulation 81:3, pages 289-300.
Read now
S. Van Aelst, E. Vandervieren & G. Willems. (2011) Stahel-Donoho estimators with cellwise weights. Journal of Statistical Computation and Simulation 81:1, pages 1-27.
Read now
Robert Serfling. (2010) Equivariance and invariance properties of multivariate quantile and related functions, and the role of standardisation. Journal of Nonparametric Statistics 22:7, pages 915-936.
Read now
Eva Fišerová & Karel Hron. (2010) Total least squares solution for compositional data using linear models. Journal of Applied Statistics 37:7, pages 1137-1152.
Read now
ShingI. Chang & Shih-Hsiung Chou. (2010) A Visualization Decision Support Tool for Multivariate SPC Diagnosis Using Marginal CUSUM Glyphs. Quality Engineering 22:3, pages 182-198.
Read now
Jing Chang & DavidJ. Olive. (2010) OLS for 1D Regression Models. Communications in Statistics - Theory and Methods 39:10, pages 1869-1882.
Read now
J. L. Alfaro & J. Fco. Ortega. (2009) A comparison of robust alternatives to Hotelling’s T 2 control chart. Journal of Applied Statistics 36:12, pages 1385-1396.
Read now
J. Marcus Jobe & Michael Pokojovy. (2009) A Multistep, Cluster-Based Multivariate Chart for Retrospective Monitoring of Individuals. Journal of Quality Technology 41:4, pages 323-339.
Read now
Shoja'Eddin Chenouri, Stefan H. Steiner & Asokan Mulayath Variyath. (2009) A Multivariate Robust Control Chart for Individual Observations. Journal of Quality Technology 41:3, pages 259-271.
Read now
Asheber Abebe & SaiV. Nudurupati. (2009) Rank-Based Classification Using Robust Discriminant Functions. Communications in Statistics - Simulation and Computation 38:2, pages 199-214.
Read now
RandR. Wilcox. (2008) Robust Multivariate Regression When There is Heteroscedasticity. Communications in Statistics - Simulation and Computation 38:1, pages 1-13.
Read now
AnthonyC. Atkinson. (2008) Econometric Applications of the Forward Search in Regression: Robustness, Diagnostics, and Graphics. Econometric Reviews 28:1-3, pages 21-39.
Read now
S. Hussain, M. A. Mohamed, R. Holder, A. Almasri & G. Shukur. (2008) Performance Evaluation Based on the Robust Mahalanobis Distance and Multilevel Modeling Using Two New Strategies. Communications in Statistics - Simulation and Computation 37:10, pages 1966-1980.
Read now
Malika Cheikh & Mohamed Ibazizen. (2008) Sensitivity Coefficient in Principal Component Analysis: Robust Case. Communications in Statistics - Simulation and Computation 37:8, pages 1622-1630.
Read now
Rand R. Wilcox. (2008) Some small-sample properties of some recently proposed multivariate outlier detection techniques. Journal of Statistical Computation and Simulation 78:8, pages 701-712.
Read now
J.-L. Bertrand-Krajewski, S. Barraud, G. Lipeme Kouyi, A. Torres & M. Lepot. (2008) Mesurages en continu des flux polluants particulaires en réseaux d’assainissement urbains : enjeux, méthodes, exemple d’application. La Houille Blanche 94:4, pages 49-57.
Read now
MamanA. Djauhari, Muhammad Mashuri & DyahE. Herwindiati. (2008) Multivariate Process Variability Monitoring. Communications in Statistics - Theory and Methods 37:11, pages 1742-1754.
Read now
Gillian E. Chalkley, Yuri M. Moshkin, Karin Langenberg, Karel Bezstarosti, Andras Blastyak, Henrik Gyurkovics, Jeroen A. A. Demmers & C. Peter Verrijzer. (2008) The Transcriptional Coactivator SAYP Is a Trithorax Group Signature Subunit of the PBAP Chromatin Remodeling Complex. Molecular and Cellular Biology 28:9, pages 2920-2929.
Read now
G. Dyson & C. F. J. Wu. (2008) ICI: A New Approach to Explore Between-Cluster Relationships with Applications to Gene Expression Data. Journal of Biopharmaceutical Statistics 18:2, pages 244-255.
Read now
Antonio Morillas & Bárbara Díaz. (2008) Key Sectors, Industrial Clustering and Multivariate Outliers. Economic Systems Research 20:1, pages 57-73.
Read now
Santosh Pandey, Nedret Billor & Asuman Turkmen. (2008) The Effect of Outliers in Independent Component Analysis. American Journal of Mathematical and Management Sciences 28:3-4, pages 399-418.
Read now
Chrys Caroni & Nedret Billor. (2007) Robust Detection of Multiple Outliers in Grouped Multivariate Data. Journal of Applied Statistics 34:10, pages 1241-1250.
Read now
C. C. Kokonendji & D. Pommeret. (2007) Comparing UMVU and ML estimators of the generalized variance for natural exponential families. Statistics 41:6, pages 547-558.
Read now
DyahE. Herwindiati, MamanA. Djauhari & Muhammad Mashuri. (2007) Robust Multivariate Outlier Labeling. Communications in Statistics - Simulation and Computation 36:6, pages 1287-1294.
Read now
Kang-Mo Jung. (2007) Least Trimmed Squares Estimator in the Errors-in-Variables Model. Journal of Applied Statistics 34:3, pages 331-338.
Read now
Yuri M. Moshkin, Lisette Mohrmann, Wilfred F. J. van Ijcken & C. Peter Verrijzer. (2007) Functional Differentiation of SWI/SNF Remodelers in Transcription and Cell Cycle Control. Molecular and Cellular Biology 27:2, pages 651-661.
Read now
PeterJ. Rousseeuw, Michiel Debruyne, Sanne Engelen & Mia Hubert. (2006) Robustness and Outlier Detection in Chemometrics. Critical Reviews in Analytical Chemistry 36:3-4, pages 221-242.
Read now
Rand R. Wilcox. (2005) Depth and a Multivariate Generalization of the Wilcoxon-Mann-Whitney Test. American Journal of Mathematical and Management Sciences 25:3-4, pages 343-363.
Read now
Hong-Ya Zhao, Patrick Y. K. Yue & Kai-Tai Fang. (2004) Identification of Differentially Expressed Genes with Multivariate Outlier Analysis. Journal of Biopharmaceutical Statistics 14:3, pages 629-646.
Read now
Rand R. Wilcox & H. J. Keselman. (2004) Robust Regression Methods: Achieving Small Standard Errors When There Is Heteroscedasticity. Understanding Statistics 3:4, pages 349-364.
Read now
Paul F. Zantek & Bruce L. Golden. (2004) Identifying Extreme Decision Makers in Group AHP. American Journal of Mathematical and Management Sciences 24:3-4, pages 229-253.
Read now
N. José Alberto Vargas. (2003) Robust Estimation in Multivariate Control Charts for Individual Observations. Journal of Quality Technology 35:4, pages 367-376.
Read now
Rand R. Wilcox. (2003) Two-Sample, Bivariate Hypothesis Testing Methods Based on Tukey's Depth. Multivariate Behavioral Research 38:2, pages 225-246.
Read now
R. Wilcox. (2003) Approximating Tukey's Depth. Communications in Statistics - Simulation and Computation 32:4, pages 977-985.
Read now
A. Smoliński, B. Walczak & J. W. Einax. (2003) Robust Multivariate Calibration in Environmental Studies. Analytical Letters 36:10, pages 2317-2336.
Read now
Jeffrey T. Terpstra. (2002) GENERALIZED SIGNED-RANK ESTIMATORS FOR AUTOREGRESSION PARAMETERS. Communications in Statistics - Theory and Methods 31:3, pages 367-395.
Read now
James W. Wisnowski, James R. Simpson & Douglas C. Montgomery. (2002) AN IMPROVED COMPOUND ESTIMATOR FOR ROBUST REGRESSION. Communications in Statistics - Simulation and Computation 31:4, pages 653-672.
Read now
Stephen Portnoy & Xuming He. (2000) A Robust Journey in the New Millennium. Journal of the American Statistical Association 95:452, pages 1331-1335.
Read now
Bert Gunter & Dan Holder. (2000) Statistics in Preclinical Pharmaceutical Research and Development. Journal of the American Statistical Association 95:451, pages 998-1001.
Read now
Eduardo Castaño-Tostado. (2000) Small - sample correction factor of the minimum covariance determinant estimator. Communications in Statistics - Simulation and Computation 29:4, pages 1273-1283.
Read now
PeterJ. Rousseeuw, Stefan Van Aelst & Mia Hubert. (1999) Rejoinder. Journal of the American Statistical Association 94:446, pages 419-433.
Read now
Jingqin Gao, Kaan Ozbay & Yu Hu. Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest. Journal of Intelligent Transportation Systems 0:0, pages 1-18.
Read now

Articles from other publishers (1286)

Jaakko Pere, Pauliina Ilmonen & Lauri Viitasaari. (2024) On extreme quantile region estimation under heavy-tailed elliptical distributions. Journal of Multivariate Analysis 202, pages 105314.
Crossref
Nicole Roberts, Michael Smith & Jingyi Qi. (2024) Data engineering for predictive machine learning of stormwater infrastructure conditions. Engineering Applications of Artificial Intelligence 133, pages 108195.
Crossref
Valtteri Soininen, Eric Hyyppä, Jesse Muhojoki, Ville Luoma, Harri Kaartinen, Matti Lehtomäki, Antero Kukko & Juha Hyyppä. (2024) Accuracy comparison of terrestrial and airborne laser scanning and manual measurements for stem curve-based growth measurements of individual trees. Science of Remote Sensing 9, pages 100125.
Crossref
Fouzi Harrou, Benamar Bouyeddou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun & Yacine Zerrouki. (2024) Detecting the signs of desertification with Landsat imagery: A semi-supervised anomaly detection approach. Results in Engineering 22, pages 102037.
Crossref
Qingping Liu, Wei Chen, Juxing Tang, Yang Song, Jianzhen Zhang, Tengfei Liu, Qiang Wang & Zhuangzhuang Song. (2024) Identifying high potential gold mineralization using geological and stream sediment geochemical data: A case study from western Dangreyongcuo area in the central Lhasa terrane, Tibet, China. Journal of Geochemical Exploration 261, pages 107454.
Crossref
Xudong Huang, Guangzao Huang, Xiaojing Chen, Zhonghao Xie, Shujat Ali, Xi Chen, Leiming Yuan & Wen Shi. (2024) An adaptive strategy to improve the partial least squares model via minimum covariance determinant. Chemometrics and Intelligent Laboratory Systems 249, pages 105120.
Crossref
Vahab Toufigh & Iman Ranjbar. (2023) Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection. Structural Health Monitoring 23:3, pages 1313-1333.
Crossref
Quan Wang, Min Lei, Jun Zhang, Huan Wang & Xin Qi. (2024) A novel process control method for remote calibration based on improved multiscale permutation entropy and dynamic Hotelling’s T 2 control chart . Measurement Science and Technology 35:4, pages 045011.
Crossref
Yongxin Liu, Chenlu Zhang & Xiuwan Chen. (2024) Knowledge-guided mixture density network for chlorophyll-a retrieval and associated pixel-by-pixel uncertainty assessment in optically variable inland waters. Science of The Total Environment 919, pages 170843.
Crossref
Eduardo Illueca Fernández, Antonio Jesús Jara Valera & Jesualdo Tomás Fernández Breis. (2024) Embedded machine learning of IoT streams to promote early detection of unsafe environments. Internet of Things 25, pages 101128.
Crossref
Caterina Gozzi, Matthias Templ & Antonella Buccianti. (2024) Robust CoDA balances and the role of the variance in complex riverine geochemical systems. Journal of Geochemical Exploration 259, pages 107438.
Crossref
Wan Tian & Zhongfeng Qin. (2024) The minimum covariance determinant estimator for interval-valued data. Statistics and Computing 34:2.
Crossref
Lanyu Xiong & Fukang Zhu. (2022) Robust estimation for the one-parameter exponential family integer-valued GARCH(1,1) models based on a modified Tukey’s biweight function. Computational Statistics 39:2, pages 495-522.
Crossref
Fumiko Kawasaki, Takahiro Mimori, Yuka Mori, Hiroyuki Aburatani, Nozomu Yachie, Issei Sato & Sadao Ota. (2023) Computational Design of Synthetic Optical Barcodes in Microdroplets. Advanced Optical Materials 12:12.
Crossref
Igor Varga, Eduard Bakstein, Greydon Gilmore, Jaromir May & Daniel Novak. (2024) Statistical segmentation model for accurate electrode positioning in Parkinson’s deep brain stimulation based on clinical low-resolution image data and electrophysiology. PLOS ONE 19:3, pages e0298320.
Crossref
Andrea Schnorr, Daniel Johannes Kaldi, Jens Staubach, Christoph Garth & Simon Stephan. (2024) Using Autonomous Outlier Detection Methods for Thermophysical Property Data. Journal of Chemical & Engineering Data 69:3, pages 864-880.
Crossref
Divya Jayabalan & Sivasankar Elango. (2024) ICE-VDOP: an integrated clustering and ensemble machine learning methods for an enhanced vector-borne disease outbreak prediction using climatic variables. International Journal of Information Technology.
Crossref
Armen Bagdasarov, Denis Brunet, Christoph M. Michel & Michael S. Gaffrey. (2024) Microstate Analysis of Continuous Infant EEG: Tutorial and Reliability. Brain Topography.
Crossref
Hui Liu, Bo Zhao, Jiabao Guo, Kehuan Zhang & Peng Liu. (2024) A lightweight unsupervised adversarial detector based on autoencoder and isolation forest. Pattern Recognition 147, pages 110127.
Crossref
Dongqi Yang, Binqing Xiao, Mengya Cao & Huaqi Shen. (2024) A new hybrid credit scoring ensemble model with feature enhancement and soft voting weight optimization. Expert Systems with Applications 238, pages 122101.
Crossref
Andreas Alfons, Aurore Archimbaud, Klaus Nordhausen & Anne Ruiz-Gazen. (2024) Tandem clustering with invariant coordinate selection. Econometrics and Statistics.
Crossref
Ishaq A. Baba, Habshah Midi, Leong W. June & Gafurjan Ibragimov. (2024) A modified reweighted fast consistent and high-breakdown estimator for high-dimensional datasets. Decision Analytics Journal 10, pages 100424.
Crossref
Alexander Gonzalez & Lisa M Giocomo. (2024) Parahippocampal neurons encode task-relevant information for goal-directed navigation. eLife 12.
Crossref
Alexander Gonzalez & Lisa M Giocomo. (2024) Parahippocampal neurons encode task-relevant information for goal-directed navigation. eLife 12.
Crossref
Cornelius Kronlage, Ev-Christin Heide, Gisela E. Hagberg, Benjamin Bender, Klaus Scheffler, Pascal Martin & Niels Focke. (2024) MP2RAGE vs. MPRAGE surface-based morphometry in focal epilepsy. PLOS ONE 19:2, pages e0296843.
Crossref
Izaskun Mendia, Sergio Gil‐Lopez, Iñaki Grau & Javier Del Ser. (2022) A novel approach for the detection of anomalous energy consumption patterns in industrial cyber‐physical systems. Expert Systems 41:2.
Crossref
Lijia Luo, Weida Wang, Shiyi Bao, Xin Peng & Yigong Peng. (2024) Robust and sparse canonical correlation analysis for fault detection and diagnosis using training data with outliers. Expert Systems with Applications 236, pages 121434.
Crossref
Gabriel S. Gusmão & Andrew J. Medford. (2024) Maximum-likelihood estimators in physics-informed neural networks for high-dimensional inverse problems. Computers & Chemical Engineering 181, pages 108547.
Crossref
Hong Qi Tan, Kah Seng Lew, Yun Ming Wong, Wen Chuan Chong, Calvin Wei Yang Koh, Clifford Ghee Ann Chua, Ping Lin Yeap, Khong Wei Ang, James Cheow Lei Lee & Sung Yong Park. (2023) Detecting outliers beyond tolerance limits derived from statistical process control in patient‐specific quality assurance. Journal of Applied Clinical Medical Physics 25:2.
Crossref
Gabriele Perrone & Gabriele Soffritti. (2024) Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models. Journal of Classification.
Crossref
Massimiliano Ciranni, Francesca Odone & Vito Paolo Pastore. (2024) Anomaly detection in feature space for detecting changes in phytoplankton populations. Frontiers in Marine Science 10.
Crossref
Doaa A. Altantawy & Sherif S. Kishk. (2024) A highly accurate prediction for heart failure disease: a new deep attentive model with guided feature ranking. Arabian Journal for Science and Engineering.
Crossref
J.G. Muros Anguita & O. Díaz Olariaga. (2023) Prediction of departure flight delays through the use of predictive tools based on machine learning/deep learning algorithms. The Aeronautical Journal 128:1319, pages 111-133.
Crossref
Dan Li, Christopher Drovandi & Adam Clements. (2024) Outlier-robust methods for forecasting realized covariance matrices. International Journal of Forecasting 40:1, pages 392-408.
Crossref
Marco Riani, Anthony Curtis Atkinson, Aldo Corbellini, Alessio Farcomeni & Fabrizio Laurini. (2024) Information Criteria for Outlier Detection Avoiding Arbitrary Significance Levels. Econometrics and Statistics 29, pages 189-205.
Crossref
Gontzal Lezcano, Abdullah Gobouri, Natalia Realpe, Shekhar R. Kulkarni, Vijay K. Velisoju & Pedro Castaño. (2024) Robust data curation for improved kinetic modeling in oxidative coupling of methane using high-throughput reactors. Chemical Engineering Science 283, pages 119412.
Crossref
Priyanka Gupta, Saandra Nandakumar, Manik Gupta & Ganapati Panda. (2024) Data programming enabled weak supervised labeling for ECG time series. Biomedical Signal Processing and Control 87, pages 105540.
Crossref
Lingzhi Yi, Yu Yi, Yahui Wang & Cheng Xie. (2023) Optimal Speed Tracking of Freight Trains Combined with Segmented Soft-Switching Control. Journal of Electrical Engineering & Technology 19:1, pages 613-626.
Crossref
Wander FernandesJr.Jr., Karin Satie Komati & Kelly Assis de Souza Gazolli. (2023) Anomaly detection in oil-producing wells: a comparative study of one-class classifiers in a multivariate time series dataset. Journal of Petroleum Exploration and Production Technology 14:1, pages 343-363.
Crossref
Haojia Huang, Pengfei Chen & GuangBa Yu. 2024. Intelligent Computers, Algorithms, and Applications. Intelligent Computers, Algorithms, and Applications 41 60 .
Tanmay Bisen, Aastha Shayla & Susham Biswas. 2024. Networking and Parallel/Distributed Computing Systems. Networking and Parallel/Distributed Computing Systems 99 115 .
Jens Klooster & Mikhail Zhelonkin. (2023) Outlier robust inference in the instrumental variable model with applications to causal effects. Journal of Applied Econometrics 39:1, pages 86-106.
Crossref
Barış Ergül & Zeki Yıldız. (2023) Comparison of Classical and Robust Factor Analyses Methods. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 27:3, pages 401-410.
Crossref
Armen Bagdasarov, Kenneth Roberts, Denis Brunet, Christoph M. Michel & Michael S. Gaffrey. (2023) Exploring the Association Between EEG Microstates During Resting-State and Error-Related Activity in Young Children. Brain Topography.
Crossref
Yong Min Im & Un Chol Han. (2023) Finite Sample Breakdown Point of the Minimum Volume Ellipsoid Estimator in Extended General Position of Sample. Finite Sample Breakdown Point of the Minimum Volume Ellipsoid Estimator in Extended General Position of Sample.
Salvatore Lusito, Andrea Pugnana & Riccardo Guidotti. (2023) Solving imbalanced learning with outlier detection and features reduction. Machine Learning.
Crossref
Luca Benedetti, Eric Boniardi, Leonardo Chiani, Jacopo Ghirri, Marta Mastropietro, Andrea Cappozzo & Francesco Denti. (2023) Variational inference for semiparametric Bayesian novelty detection in large datasets. Advances in Data Analysis and Classification.
Crossref
Aubry Vandeuren, Benoît Pereira, Abdoulaye Julien Kaba, Hugues Titeux & Pierre Delmelle. (2023) Environmental bioavailability of arsenic, nickel and chromium in soils impacted by high geogenic and anthropogenic background contents. Science of The Total Environment 902, pages 166073.
Crossref
Hoese Michel Tornyeviadzi, Hadi Mohammed & Razak Seidu. (2023) Semi-supervised anomaly detection methods for leakage identification in water distribution networks: A comparative study. Machine Learning with Applications 14, pages 100501.
Crossref
Thomas Servotte, Jakob Raymaekers & Tim Verdonck. (2023) Smart initialisation and approximating loss function for robust regression. Information Sciences 651, pages 119715.
Crossref
Kavitha Rachineni, Vrushali Siddesh Shirke, Parul Sharma, Kshitij Mishra, Mahendra S. Shirsath & Neeraj Praphulla Awasthi. (2023) Darjeeling tea profiling using 1H NMR and multivariate analysis. Food and Humanity 1, pages 440-444.
Crossref
Benedict Clements, Sanjeev Gupta, Joao Tovar Jalles & Victor Mylonas. (2023) Why do governments cut their deficits?. European Journal of Political Economy, pages 102498.
Crossref
Lucio Barabesi, Andrea Cerioli, Luis Angel García-Escudero & Agustín Mayo-Iscar. (2023) Consistency factor for the MCD estimator at the Student-t distribution. Statistics and Computing 33:6.
Crossref
Reza Modarres. (2023) Using eigenvalues of distance matrices for outlier detection. Intelligent Data Analysis, pages 1-19.
Crossref
Júnia Maísa Oliveira, Jônatan Almeida, Daniel Macedo & José Marcos Nogueira. (2023) Comparative Analysis of Unsupervised Machine Learning Algorithms for Anomaly Detection in Network Data. Comparative Analysis of Unsupervised Machine Learning Algorithms for Anomaly Detection in Network Data.
Maxmilian Halim, Baskoro Adi Pratomo & Bagus Jati Santoso. (2023) Comparative Analysis of Novelty Detection Algorithms in Network Intrusion Detection Systems. Comparative Analysis of Novelty Detection Algorithms in Network Intrusion Detection Systems.
Josue Fonseca, Anshuman Pradhan & Tapan Mukerji. (2023) Bayesian geophysical basin modeling with seismic kinematic metrics to quantify uncertainty for pore pressure prediction. GEOPHYSICS 88:6, pages M239-M259.
Crossref
Hao Zhang, Zhonglin Zuo, Zheng Li, Li Ma & Shan Liang. (2023) An unsupervised leak detection method with aggregating prediction and reconstruction along projection pathway for natural gas gathering pipelines. Process Safety and Environmental Protection 179, pages 275-289.
Crossref
Jinkyu Yu, Songhee Han & Chang-Ock Lee. (2023) Defect inspection in semiconductor images using FAST-MCD method and neural network. The International Journal of Advanced Manufacturing Technology 129:3-4, pages 1547-1565.
Crossref
Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen & Karel Horak. (2023) Toward phytoplankton parasite detection using autoencoders. Machine Vision and Applications 34:6.
Crossref
Usman SHAHZAD, Ishfaq AHMAD, Ibrahim M ALMANJAHİE, Nadia H. AL – NOOR & Muhammad HANİF. (2023) Adaptive Nadaraya-Watson kernel regression estimators utilizing some non-traditional and robust measures: a numerical application of British food data. Hacettepe Journal of Mathematics and Statistics 52:5, pages 1425-1437.
Crossref
Catalina Alvarez & Katerina Argyraki. (2023) Using Gaming Footage as a Source of Internet Latency Information. Using Gaming Footage as a Source of Internet Latency Information.
Rajat Tandon, Haoda Wang, Nicolaas Weideman, Shushan Arakelyan, Genevieve Bartlett, Christophe Hauser & Jelena Mirkovic. (2023) Leader: Defense Against Exploit-Based Denial-of-Service Attacks on Web Applications. Leader: Defense Against Exploit-Based Denial-of-Service Attacks on Web Applications.
Suhasini Komarraju, Akhil Tammana, Chandramouli N Amarnath & Abhijit Chatterjee. (2023) OATT: Outlier Oriented Alternative Testing and Post-Manufacture Tuning of Mixed-Signal/RF Circuits and Systems. OATT: Outlier Oriented Alternative Testing and Post-Manufacture Tuning of Mixed-Signal/RF Circuits and Systems.
Tucker Haydon & Todd E. Humphreys. Trusted Inertial Terrain-Aided Navigation (TITAN). Trusted Inertial Terrain-Aided Navigation (TITAN).
Christopher Rieser, Kamila Fačevicová & Peter Filzmoser. (2023) Cell-wise robust covariance estimation for compositions, with application to geochemical data. Journal of Geochemical Exploration 253, pages 107299.
Crossref
Fumiko Kawasaki, Yuka Mori, Takahiro Mimori, Issei Sato. & Sadao Ota. (2023) Identification of In‐Droplet Multicellular Communities by Light‐Induced Combinatorial DNA Barcoding. Chemistry – A European Journal 29:53.
Crossref
Chisimkwuo John, Emmanuel J. Ekpenyong, Charles Chinedu Nworu & Chukwuemeka O. Omekara. (2023) A new robust bootstrapped singular value decomposition algorithm using the sample myriad estimate. International Journal of Data Science and Analytics.
Crossref
David Moravec, Vojtěch Barták & Petra Šímová. (2023) Finding Misclassified Natura 2000 Habitats by Applying Outlier Detection to Sentinel-1 and Sentinel-2 Data. Remote Sensing 15:18, pages 4409.
Crossref
Hedieh Hashemi Hosseinabad & Xiuqin Bai. (2023) Effects of multitasker babble noise on speech intelligibility in children with velopharyngeal insufficiency (VPI). International Journal of Language & Communication Disorders 58:5, pages 1814-1828.
Crossref
Sreelekha Guggilam, Varun Chandola & Abani K. Patra. (2023) Large Deviations Anomaly Detection (LAD) for collection of multivariate time series data: Applications to COVID-19 data. Journal of Computational Science 72, pages 102101.
Crossref
Agnieszka Martyna & Anders Nordgaard. (2023) Likelihood ratio-based probabilistic classifier. Chemometrics and Intelligent Laboratory Systems 240, pages 104862.
Crossref
Gajendra K. Vishwakarma, Chinmoy Paul, Ali S. Hadi & A.M. Elsawah. (2023) An automated robust algorithm for clustering multivariate data. Journal of Computational and Applied Mathematics 429, pages 115219.
Crossref
Jiajing Li, Yu Zhang, Siqi Chen, Duanzhou Shao, Jiazheng Hu, Junjie Feng, Qichang Tan, Deping Wu & Jiaqi Kang. (2023) Comparing Quality Control Procedures Based on Minimum Covariance Determinant and One-Class Support Vector Machine Methods of Aircraft Meteorological Data Relay Data Assimilation in a Binary Typhoon Forecasting Case. Atmosphere 14:9, pages 1341.
Crossref

Displaying 200 of 1412 citing articles. Use the download link below to view the full list of citing articles.

Download full citations list

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.