Ricardo A. Maronna

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All published works

Action	Title	Year	Authors
+ PDF Chat	Robust Model-Based Clustering	2022	Juan Domingo González Ricardo A. Maronna Vı́ctor J. Yohai Ruben H. Zamar
+	Robust Model-Based Clustering	2021	Juan D. Gonzalez Ricardo A. Maronna Vı́ctor J. Yohai Ruben H. Zamar
+ PDF Chat	Optimal robust estimators for families of distributions on the integers	2020	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust Statistics: Theory and Methods [R package RobStatTM version 1.0.2]	2020	Vı́ctor J. Yohai Ricardo A. Maronna Doug Martin Gregory Brownson Kjell Konis Matías Salibián‐Barrera
+ PDF Chat	Robust Multivariate Methods in Chemometrics	2019	Peter Filzmoser Sven Serneels Ricardo A. Maronna Christophe Croux
+	Robust functional principal components for irregularly spaced longitudinal data	2019	Ricardo A. Maronna
+	Optimal robust estimators for families of distributions on the integers	2019	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust Estimation of Nonredundant Measurements and Equivalent Sets of Observations	2019	Claudia E. Llanos Mabel Sánchez Ricardo A. Maronna
+	RobStatTM: Robust Statistics: Theory and Methods	2019	Vı́ctor J. Yohai Ricardo A. Maronna Doug Martin Gregory Brownson Kjell Konis Matías Salibián‐Barrera
+	Optimal robust estimators for families of distributions on the integers	2019	Ricardo A. Maronna Vı́ctor J. Yohai
+	Description of Datasets	2018	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai Matías Salibián‐Barrera
+ PDF Chat	References	2018	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai Matías Salibián‐Barrera
+ PDF Chat	Index	2018	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai Matías Salibián‐Barrera
+	Robust principal components for irregularly spaced longitudinal data	2018	Ricardo A. Maronna
+	Discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample” by Andrea Cerioli, Marco Riani, Anthony C. Atkinson and Aldo Corbellini	2017	Ricardo A. Maronna Vı́ctor J. Yohai
+	Improving the Peña-Prieto "KSD" procedure	2017	Ricardo A. Maronna
+ PDF Chat	Classification of Systematic Measurement Errors within the Framework of Robust Data Reconciliation	2017	Claudia E. Llanos Mabel Sánchez Ricardo A. Maronna
+	Improving the Peña-Prieto "KSD" procedure	2017	Ricardo A. Maronna
+ PDF Chat	Robust and efficient estimation of multivariate scatter and location	2016	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust Estimation of Multivariate Location and Scatter	2016	Ricardo A. Maronna Vı́ctor J. Yohai
+ PDF Chat	Comments on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination	2015	Ricardo A. Maronna
+ PDF Chat	Robust Estimators for Data Reconciliation	2015	Claudia E. Llanos Mabel Sánchez Ricardo A. Maronna
+	Robust and efficient estimation of high dimensional scatter and location	2015	Ricardo A. Maronna Vı́ctor J. Yohai
+ PDF Chat	High finite-sample efficiency and robustness based on distance-constrained maximum likelihood	2014	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust Estimation of Multivariate Location and Scatter	2014	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust nonlinear principal components	2013	Ricardo A. Maronna Fernanda Méndez Vı́ctor J. Yohai
+	High finite-sample efficiency and robustness based on distance-constrained maximum likelihood	2013	Ricardo A. Maronna Vı́ctor J. Yohai
+	METODOS NUMERICOS PARA LA CLASIFICACION DE POLEN ACTUAL Y FOSIL	2013	Edgardo J. Romero Ricardo A. Maronna
+	High finite-sample efficiency and robustness based on distance-constrained maximum likelihood	2013	Ricardo A. Maronna Vı́ctor J. Yohai
+	Continuity and differentiability of regression M functionals	2012	María Victoria Fasano Ricardo A. Maronna Mariela Sued Vı́ctor J. Yohai
+	Consistency of M estimates for separable nonlinear regression models	2012	Fasano María Victoria Ricardo A. Maronna
+	Robust estimation for multivariate data under the independent contamination model	2012	Claudio Agostinelli Ricardo A. Maronna V. J. Yohai
+	Consistency of M estimates for separable nonlinear regression models	2012	Fasano María Victoria Ricardo A. Maronna
+ PDF Chat	Robust functional linear regression based on splines	2011	Ricardo A. Maronna Vı́ctor J. Yohai
+ PDF Chat	Jane M. Horgan: Probability with R, an introduction with computer science applications	2011	Ricardo A. Maronna
+ PDF Chat	Estimates of MM type for the multivariate linear model	2011	Nadia L. Kudraszow Ricardo A. Maronna
+	Robust Ridge Regression for High-Dimensional Data	2011	Ricardo A. Maronna
+	Robust canonical correlation analysis: a predictive approach.	2011	Nadia L. Kudraszow Ricardo A. Maronna
+	Robust Statistical Methods	2011	Ricardo A. Maronna
+	Continuity and differentiability of regression M-estimates	2010	María Victoria Fasano Ricardo A. Maronna Mariela Sued Vı́ctor J. Yohai
+	Richard Berk: Statistical learning from a regression perspective	2010	Ricardo A. Maronna
+	Alan Julian Izenman (2008): Modern Multivariate Statistical Techniques: Regression, Classification and Manifold Learning	2009	Ricardo A. Maronna
+ PDF Chat	Correcting MM estimates for “fat” data sets	2009	Ricardo A. Maronna Vı́ctor J. Yohai
+ PDF Chat	Robust Multivariate Methods in Chemometrics	2009	Peter Filzmoser Sven Serneels Ricardo A. Maronna P. Van Espen
+	Robust Low-Rank Approximation of Data Matrices With Elementwise Contamination	2008	Ricardo A. Maronna Vı́ctor J. Yohai
+	Data reconciliation and gross error diagnosis based on regression	2008	Ricardo A. Maronna Jorge Alfredo Arcas
+	Analyzing SO 2 concentrations and wind directions during a short monitoring campaign at a site far from the industrial pole of La Plata, Argentina	2008	Gustavo Ratto Fabián Videla Ricardo A. Maronna
+	Outlier identification in high dimensions	2007	Peter Filzmoser Ricardo A. Maronna Mark Werner
+	Robust Statistics: Theory and Methods	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai
+	Description of Data Sets	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai
+	Linear Regression 2	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai
+	Linear Regression 1	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai
+ PDF Chat	Wiley Series in Probability and Statistics	2006	W. A. Shewhart Samuel Wilks David J. Balding P Bloomfield Noel Cressie N. I. Fisher Iain M. Johnstone Joseph B. Kadane Geert Molenberghs Louise Ryan
+ PDF Chat	Index	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai
+	Robust Statistics	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai
+	Robust Estimation of Multivariate Location and Scatter	2005	Ricardo A. Maronna Vı́ctor J. Yohai
+	Principal Components and Orthogonal Regression Based on Robust Scales	2005	Ricardo A. Maronna
+	Robust Estimation of Multivariate Location and Scatter	2004	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust regression quantiles	2003	Jorge Adrover Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust Estimates of Location and Dispersion for High-Dimensional Datasets	2002	Ricardo A. Maronna Ruben H. Zamar
+	Relationships between maximum depth and projection regression estimates	2002	Jorge Adrover Ricardo A. Maronna Vı́ctor J. Yohai
+	Book reviews	2002	Kleiber Christian Ricardo A. Maronna Leonhard Knorr‐Held
+	Book reviews	2000	Hans Schneeweiß Siegfried Heiler Christian Kleiber Ricardo A. Maronna Shuangzhe Liu
+	Robust regression with both continuous and categorical predictors	2000	Ricardo A. Maronna Vı́ctor J. Yohai
+	Improving bias-robustness of regression estimates through projections	2000	Ricardo A. Maronna Matías Salibian Barrera Vı́ctor J. Yohai
+	Multivariate L-estimation	1999	Ricardo Fraiman Jean Meloche Luis Ángel García-Escudero Alfonso Gordaliza Xuming He Ricardo A. Maronna Vı́ctor J. Yohai Simon J. Sheather Joseph W. McKean Christopher G. Small
+ PDF Chat	Robust estimation in simultaneous equations models	1997	Ricardo A. Maronna Vı́ctor J. Yohai
+	The Behavior of the Stahel-Donoho Robust Multivariate Estimator	1995	Ricardo A. Maronna Vı́ctor J. Yohai
+	The Behavior of the Stahel-Donoho Robust Multivariate Estimator	1995	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust estimation in simultaneous equations models	1994	Vı́ctor J. Yohai Ricardo A. Maronna
+	Recent Results on Robust Estimation in Multivariate Analysis	1994	Ricardo A. Maronna
+ PDF Chat	Bias-Robust Estimates of Regression Based on Projections	1993	Ricardo A. Maronna Vı́ctor J. Yohai
+	Bias-robust estimators of multivariate scatter based on projections	1992	Ricardo A. Maronna Werner A. Stahel Vı́ctor J. Yohai
+	The Breakdown Point of Simultaneous General<i>M</i>Estimates of Regression and Scale	1991	Ricardo A. Maronna Vı́ctor J. Yohai
+	The Breakdown Point of Simultaneous General M Estimates of Regression and Scale	1991	Ricardo A. Maronna Vı́ctor J. Yohai
+	Recent Results on Bias-Robust Regression Estimates	1991	Ricardo A. Maronna Vı́ctor J. Yohai
+	Robust regression through robust covariances	1986	Ricardo A. Maronna Stephan Morgenthaler
+ PDF Chat	Asymptotic behavior of general M-estimates for regression and scale with random carriers	1981	Ricardo A. Maronna Vı́ctor J. Yohai
+ PDF Chat	Asymptotic Behavior of $M$-Estimators for the Linear Model	1979	Vı́ctor J. Yohai Ricardo A. Maronna
+	Bias- and efficiency-robustness of general M-estimators for regression with random carriers	1979	Ricardo A. Maronna Oscar H. Bustos Vı́ctor J. Yohai
+	A Bivariate Test for the Detection of a Systematic Change in Mean	1978	Ricardo A. Maronna Vı́ctor J. Yohai
+	A Bivariate Test for the Detection of a Systematic Change in Mean	1978	Ricardo A. Maronna Vı́ctor J. Yohai
+ PDF Chat	Robust $M$-Estimators of Multivariate Location and Scatter	1976	Ricardo A. Maronna
+	Location estimators based on linear combinations of modified order statistics	1976	Vı́ctor J. Yohai Ricardo A. Maronna
+	Multivariate Clustering Procedures with Variable Metrics	1974	Ricardo A. Maronna Pablo M. Jacovkis

Common Coauthors

Coauthor	Papers Together
Vı́ctor J. Yohai	53
R. Douglas Martin	9
Matías Salibián‐Barrera	5
Mabel Sánchez	3
Claudia E. Llanos	3
Peter Filzmoser	3
Jorge Adrover	2
María Victoria Fasano	2
Mariela Sued	2
Gregory Brownson	2
Ruben H. Zamar	2
Nadia L. Kudraszow	2
Fasano María Victoria	2
Doug Martin	2
Sven Serneels	2
Kjell Konis	2
Stephan Morgenthaler	1
J Hunter	1
Iain M. Johnstone	1
P. Van Espen	1
Shuangzhe Liu	1
P Bloomfield	1
Geert Molenberghs	1
Oscar H. Bustos	1
Kleiber Christian	1
Jean Meloche	1
Matías Salibian Barrera	1
Juan Domingo González	1
Luis Ángel García-Escudero	1
Siegfried Heiler	1
Xuming He	1
Hans Schneeweiß	1
Alfonso Gordaliza	1
Fabián Videla	1
Mark Werner	1
Werner A. Stahel	1
Christian Kleiber	1
David J. Balding	1
Ricardo Fraiman	1
W. A. Shewhart	1
Louise Ryan	1
Joseph W. McKean	1
Editors Emeriti	1
Edgardo J. Romero	1
David A. Kendall	1
David Scott	1
Ruben H. Zamar	1
Jozef L. Teugels	1
V. J. Yohai	1
Samuel Wilks	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Robust Statistics: Theory and Methods	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai	21
+ PDF Chat	Asymptotic Behaviour of $S$-Estimates of Multivariate Location Parameters and Dispersion Matrices	1987	P. L. Davies	18
+ PDF Chat	Robust $M$-Estimators of Multivariate Location and Scatter	1976	Ricardo A. Maronna	16
+	Robust Regression and Outlier Detection	1987	Peter J. Rousseeuw Annick M. Leroy	16
+ PDF Chat	High Breakdown-Point and High Efficiency Robust Estimates for Regression	1987	Vı́ctor J. Yohai	15
+	High Breakdown-Point Estimates of Regression by Means of the Minimization of an Efficient Scale	1988	Vı́ctor J. Yohai Ruben H. Zamar	15
+	Multivariate Estimation with High Breakdown Point	1985	Peter J. Rousseeuw	14
+	The Behavior of the Stahel-Donoho Robust Multivariate Estimator	1995	Ricardo A. Maronna Vı́ctor J. Yohai	13
+	Robust Regression and Outlier Detection	1989	Gregory F. Piepel Peter J. Rousseeuw Annick M. Leroy	12
+ PDF Chat	A General Qualitative Definition of Robustness	1971	Frank R. Hampel	11
+	Robust Estimates, Residuals, and Outlier Detection with Multiresponse Data	1972	R. Gnanadesikan J. R. Kettenring	11
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber	10
+	Robust principal component analysis for functional data	1999	Nicholas Locantore J. S. Marron Douglas G. Simpson N. Tripoli J. T. Zhang K. L. Cohen Graciela Boente Ricardo Fraiman Babette Brumback Christophe Croux	10
+	Projection-Pursuit Approach to Robust Dispersion Matrices and Principal Components: Primary Theory and Monte Carlo	1985	Guoying Li Zhonglian Chen	10
+	Multivariate τ-estimators for location and scatter	1991	Hendrik P. Lopuhaä	10
+	Robust Statistics	1981	Peter J. Huber	10
+ PDF Chat	Highly Efficient Estimators of Multivariate Location with High Breakdown Point	1992	Hendrik P. Lopuhaä	10
+ PDF Chat	Robustness properties of S-estimators of multivariate location and shape in high dimension	1996	David M. Rocke	9
+	Robust Estimation of Dispersion Matrices and Principal Components	1981	Susan J. Devlin R. Gnanadesikan J. R. Kettenring	9
+ PDF Chat	Finite Sample Breakdown Points of Projection Based Multivariate Location and Scatter Statistics	1994	David E. Tyler	9
+	Robust Statistics: The Approach Based on Influence Functions.	1987	Christopher Jennison F. R. Hampel Elvezio Ronchetti Peter J. Rousseeuw Werner A. Stahel	8
+	The Influence Curve and its Role in Robust Estimation	1974	Frank R. Hampel	8
+	Bias-robust estimators of multivariate scatter based on projections	1992	Ricardo A. Maronna Werner A. Stahel Vı́ctor J. Yohai	8
+	The maximum bias of robust covariances	1990	Yohai Victor Maronna A. Ricardo	8
+ PDF Chat	A Distribution-Free $M$-Estimator of Multivariate Scatter	1987	David E. Tyler	8
+	Robust Regression by Means of S-Estimators	1984	Peter J. Rousseeuw V. J. Yohai	7
+	Robust Estimates of Location and Dispersion for High-Dimensional Datasets	2002	Ricardo A. Maronna Ruben H. Zamar	7
+	Robust Statistics	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai	7
+	Computable Robust Estimation of Multivariate Location and Shape in High Dimension Using Compound Estimators	1994	David L. Woodruff David M. Rocke	7
+	Principal Components and Orthogonal Regression Based on Robust Scales	2005	Ricardo A. Maronna	7
+	Least Median of Squares Regression	1984	Peter J. Rousseeuw	7
+	Robust Statistics: The Approach Based on Influence Functions	1987	David Ruppert Frank R. Hampel Elvezio Ronchetti Peter J. Rousseeuw Werner A. Stahel	7
+ PDF Chat	On the Relation between $S$-Estimators and $M$-Estimators of Multivariate Location and Covariance	1989	Hendrik P. Lopuhaä	7
+ PDF Chat	Breakdown Properties of Location Estimates Based on Halfspace Depth and Projected Outlyingness	1992	David L. Donoho Miriam Gasko	6
+ PDF Chat	On the uniqueness of S-functionals and M-functionals under nonelliptical distributions	2000	Kay Tatsuoka David E. Tyler	6
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	6
+	Bias- and efficiency-robustness of general M-estimators for regression with random carriers	1979	Ricardo A. Maronna Oscar H. Bustos Vı́ctor J. Yohai	6
+	The Behavior of the Stahel-Donoho Robust Multivariate Estimator	1995	Ricardo A. Maronna Vı́ctor J. Yohai	5
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	5
+ PDF Chat	The Asymptotics of Rousseeuw's Minimum Volume Ellipsoid Estimator	1992	Laurie Davies	5
+ PDF Chat	Constrained M-estimation for multivariate location and scatter	1996	John T. Kent David E. Tyler	5
+ PDF Chat	Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies	2000	Christophe Croux Gentiane Haesbroeck	5
+ PDF Chat	Propagation of outliers in multivariate data	2009	Fatemah Alqallaf Stefan Van Aelst Vı́ctor J. Yohai Ruben H. Zamar	5
+	Efficient Bounded-Influence Regression Estimation	1982	William S. Krasker Roy E. Welsch	5
+	Location estimators based on linear combinations of modified order statistics	1976	Vı́ctor J. Yohai Ricardo A. Maronna	5
+ PDF Chat	Bias-Robust Estimates of Regression Based on Projections	1993	Ricardo A. Maronna Vı́ctor J. Yohai	5
+	ROBPCA: A New Approach to Robust Principal Component Analysis	2005	Mia Hubert Peter J. Rousseeuw Karlien Vanden Branden	5
+	A Fast Algorithm for Robust Principal Components Based on Projection Pursuit	1996	Christophe Croux Anne Ruiz‐Gazen	5
+	The behavior of maximum likelihood estimates under nonstandard conditions	1967	Peter J. Huber	5
+ PDF Chat	Robust Regression: Asymptotics, Conjectures and Monte Carlo	1973	Peter J. Huber	4