Ricardo A. Maronna

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 3

Top Topics

Principal Components

Top Venues

Comput. Stat. Data Anal.

Stat. Methods Appl.

J. Data Sci. Stat. Vis.

Publications

Juan Domingo Gonzalez, Ricardo A. Maronna, Victor J. Yohai, Ruben H. Zamar
Robust Model-Based Clustering. J. Data Sci. Stat. Vis. 2 (6) (2022)
Ricardo A. Maronna, Victor J. Yohai
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. Stat. Methods Appl. 27 (4) (2018)
Ricardo A. Maronna, Victor J. Yohai
Robust and efficient estimation of multivariate scatter and location. Comput. Stat. Data Anal. 109 (2017)
Ricardo A. Maronna, Fernanda Méndez, Victor J. Yohai
Robust nonlinear principal components. Stat. Comput. 25 (2) (2015)
Ricardo A. Maronna, Victor J. Yohai
High finite-sample efficiency and robustness based on distance-constrained maximum likelihood. Comput. Stat. Data Anal. 83 (2015)
Ricardo A. Maronna, Victor J. Yohai
Robust functional linear regression based on splines. Comput. Stat. Data Anal. 65 (2013)
Nadia L. Kudraszow, Ricardo A. Maronna
Estimates of MM type for the multivariate linear model. J. Multivar. Anal. 102 (9) (2011)
Ricardo A. Maronna
Robust Ridge Regression for High-Dimensional Data. Technometrics 53 (1) (2011)
Ricardo A. Maronna, Victor J. Yohai
Correcting MM estimates for "fat" data sets. Comput. Stat. Data Anal. 54 (12) (2010)
Ricardo A. Maronna, Jorge Arcas
Data reconciliation and gross error diagnosis based on regression. Comput. Chem. Eng. 33 (1) (2009)
Peter Filzmoser, Ricardo A. Maronna, Mark Werner
Outlier identification in high dimensions. Comput. Stat. Data Anal. 52 (3) (2008)
Ricardo A. Maronna, Victor J. Yohai
Robust Low-Rank Approximation of Data Matrices With Elementwise Contamination. Technometrics 50 (3) (2008)
Ricardo A. Maronna
Principal Components and Orthogonal Regression Based on Robust Scales. Technometrics 47 (3) (2005)
Ricardo A. Maronna, Ruben H. Zamar
Robust Estimates of Location and Dispersion for High-Dimensional Datasets. Technometrics 44 (4) (2002)