Aldo Corbellini

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All published works

Action	Title	Year	Authors
+	The Use of Modern Robust Regression Analysis with Graphics: An Example from Marketing	2025	Marco Riani Anthony C. Atkinson Gianluca Morelli Aldo Corbellini
+	Robust Transformations for Multiple Regression via Additivity and Variance Stabilization	2023	Marco Riani Anthony C. Atkinson Aldo Corbellini
+	Robust Response Transformations for Generalized Additive Models via Additivity and Variance Stabilization	2023	Marco Riani Anthony C. Atkinson Aldo Corbellini
+	Robust Diagnostics for Linear Mixed Models with the Forward Search	2022	Aldo Corbellini Luigi Grossi Fabrizio Laurini
+ PDF Chat	Robust Correspondence Analysis	2022	Marco Riani Anthony C. Atkinson Francesca Torti Aldo Corbellini
+ PDF Chat	Automatic robust Box–Cox and extended Yeo–Johnson transformations in regression	2022	Marco Riani Anthony C. Atkinson Aldo Corbellini
+ PDF Chat	Information Criteria for Outlier Detection Avoiding Arbitrary Significance Levels	2022	Marco Riani Anthony C. Atkinson Aldo Corbellini Alessio Farcomeni Fabrizio Laurini
+ PDF Chat	fsdaSAS: A Package for Robust Regression for Very Large Datasets Including the Batch Forward Search	2021	Francesca Torti Aldo Corbellini Anthony C. Atkinson
+ PDF Chat	The Box–Cox Transformation: Review and Extensions	2021	Anthony C. Atkinson Marco Riani Aldo Corbellini
+	The box-cox transformation: review and extensions	2021	Anthony C. Atkinson Marco Riani Aldo Corbellini
+	ACE, AVAS and Robust Data Transformations	2021	Anthony C. Atkinson Marco Riani Aldo Corbellini Gianluca Morelli
+ PDF Chat	Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis	2020	Marco Riani Anthony C. Atkinson Aldo Corbellini Domenico Perrotta
+	Labor market analysis through transformations and robust multivariate models	2020	Aldo Corbellini Marco Magnani Gianluca Morelli
+	Robust regression with density power divergence: theory, comparisons, and data analysis	2020	Marco Riani Anthony C. Atkinson Aldo Corbellini Domenico Perrotta
+	Tools for Monitoring Robust Regression in SAS IML Studio: S, MM, LTS, LMS and Especially the Forward Search	2020	Francesca Torti Perrotta Domenico Coe Anthony Aldo Corbellini Marco Riani
+ PDF Chat	The Analysis of Transformations for Profit-and-Loss Data	2019	Anthony C. Atkinson Marco Riani Aldo Corbellini
+	Comments on: Data science, big data and statistics	2019	Marco Riani Anthony C. Atkinson Andrea Cerioli Aldo Corbellini
+ PDF Chat	Efficient robust methods via monitoring for clustering and multivariate data analysis	2018	Marco Riani Anthony C. Atkinson Andrea Cerioli Aldo Corbellini
+	Rejoinder to the discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample”	2018	Andrea Cerioli Marco Riani Anthony C. Atkinson Aldo Corbellini
+ PDF Chat	The Use of Prior Information in Very Robust Regression for Fraud Detection	2018	Marco Riani Aldo Corbellini Anthony C. Atkinson
+	The use of prior information in very robust regression for fraud detection	2018	Marco Riani Aldo Corbellini Anthony C. Atkinson
+ PDF Chat	The power of monitoring: how to make the most of a contaminated multivariate sample	2017	Andrea Cerioli Marco Riani Anthony C. Atkinson Aldo Corbellini
+	Robust Bayesian regression with the forward search: theory and data analysis	2017	Anthony C. Atkinson Aldo Corbellini Marco Riani
+ PDF Chat	Robust Bayesian regression with the forward search: theory and data analysis	2017	Anthony C. Atkinson Aldo Corbellini Marco Riani
+	A new robust estimator of multilevel models based on the forward search approach	2017	Aldo Corbellini Luigi Grossi Fabrizio Laurini
+	Robust Bayesian regression with the forward search: theory and data analysis	2017	Anthony C. Atkinson Aldo Corbellini Marco Riani
+	Introducing Prior Information into the Forward Search for Regression	2016	Anthony C. Atkinson Aldo Corbellini Marco Riani
+	Robustness for multilevel models with the forward search	2016	Aldo Corbellini Luigi Grossi Fabrizio Laurini
+	Hubert, Rousseeuw and Segaert: multivariate functional outlier detection	2015	Aldo Corbellini Marco Riani Anthony C. Atkinson
+	An R Package for the Forward Analysis of Multivariate Data	2007	Aldo Corbellini Kjell Konis
+	Some Issues on Clustering of Functional Data	2003	Salvatore Ingrassia Andrea Cerioli Aldo Corbellini
+	Clockwise Bivariate Boxplots	2002	Aldo Corbellini
+	New methods for ordering multivariate data: an application to the performance of investment funds	1999	Sergio Zani Marco Riani Aldo Corbellini
+	New methods for ordering multivariate data: an application to the performance of investment funds	1999	Sergio Zani Marco Riani Aldo Corbellini
+	Robust bivariate boxplots and multiple outlier detection	1998	Sergio Zani Marco Riani Aldo Corbellini
+	Robust Bivariate Boxplots and Visualization of Multivariate Data	1998	Marco Riani Sergio Zani Aldo Corbellini

Common Coauthors

Coauthor	Papers Together
Marco Riani	28
Anthony C. Atkinson	24
Andrea Cerioli	5
Sergio Zani	4
Fabrizio Laurini	4
Francesca Torti	3
Gianluca Morelli	3
Luigi Grossi	3
Domenico Perrotta	2
Perrotta Domenico	1
Kjell Konis	1
Coe Anthony	1
Marco Magnani	1
Alessio Farcomeni	1
Salvatore Ingrassia	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	The forward search: Theory and data analysis	2010	Anthony C. Atkinson Marco Riani Andrea Cerioli	15
+ PDF Chat	Finding an Unknown Number of Multivariate Outliers	2008	Marco Riani Anthony C. Atkinson Andrea Cerioli	15
+ PDF Chat	Monitoring robust regression	2014	Marco Riani Andrea Cerioli Anthony C. Atkinson Domenico Perrotta	13
+	Robust Regression and Outlier Detection	1987	Peter J. Rousseeuw Annick M. Leroy	9
+	Robust Regression and Outlier Detection	1989	Gregory F. Piepel Peter J. Rousseeuw Annick M. Leroy	8
+	Exploring Multivariate Data with the Forward Search	2004	Anthony C. Atkinson Marco Riani Andrea Cerioli	7
+	Least Median of Squares Regression	1984	Peter J. Rousseeuw	7
+ PDF Chat	The Analysis of Transformations for Profit-and-Loss Data	2019	Anthony C. Atkinson Marco Riani Aldo Corbellini	7
+	On consistency factors and efficiency of robust S-estimators	2014	Marco Riani Andrea Cerioli Francesca Torti	6
+	Estimating Optimal Transformations for Multiple Regression and Correlation	1985	Leo Breiman Jerome H. Friedman	6
+ PDF Chat	Wild adaptive trimming for robust estimation and cluster analysis	2018	Andrea Cerioli Alessio Farcomeni Marco Riani	6
+ PDF Chat	Cluster detection and clustering with random start forward searches	2017	Anthony C. Atkinson Marco Riani Andrea Cerioli	6
+	An Analysis of Transformations	1964	George E. P. Box David R. Cox	6
+	Robust Statistics	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai	6
+	Estimating Transformations for Regression via Additivity and Variance Stabilization	1988	Robert Tibshirani	6
+ PDF Chat	The Box–Cox Transformation: Review and Extensions	2021	Anthony C. Atkinson Marco Riani Aldo Corbellini	5
+	A Parametric Framework for the Comparison of Methods of Very Robust Regression	2014	Marco Riani Anthony C. Atkinson Domenico Perrotta	5
+ PDF Chat	The power of monitoring: how to make the most of a contaminated multivariate sample	2017	Andrea Cerioli Marco Riani Anthony C. Atkinson Aldo Corbellini	5
+	Testing Transformations to Normality	1973	Anthony C. Atkinson	5
+ PDF Chat	High Breakdown-Point and High Efficiency Robust Estimates for Regression	1987	Vı́ctor J. Yohai	5
+	Robust bivariate boxplots and multiple outlier detection	1998	Sergio Zani Marco Riani Aldo Corbellini	5
+ PDF Chat	Tests in the fan plot for robust, diagnostic transformations in regression	2002	Anthony C. Atkinson Marco Riani	5
+	Robust Diagnostic Data Analysis: Transformations in Regression	2000	Marco Riani Anthony C. Atkinson	5
+ PDF Chat	The Forward Search for Very Large Datasets	2015	Marco Riani Domenico Perrotta Andrea Cerioli	4
+	Robust Regression by Means of S-Estimators	1984	Peter J. Rousseeuw V. J. Yohai	4
+ PDF Chat	Small sample corrections for LTS and MCD	2002	Greet Pison Stefan Van Aelst Gert Willems	4
+	Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter	2014	Andrea Cerioli Alessio Farcomeni Marco Riani	4
+	Robust Statistics: Theory and Methods	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai	4
+ PDF Chat	Estimating the Dimension of a Model	1978	Gideon Schwarz	4
+	Bivariate Extensions of the Boxplot	1992	Kenneth M. Goldberg Boris Iglewicz	4
+	New robust dynamic plots for regression mixture detection	2009	Domenico Perrotta Marco Riani Francesca Torti	4
+	Analysis of the Forward Search using some new results for martingales and empirical processes	2015	Søren Johansen Bent Nielsen	4
+	Robust Response Transformations Based on Optimal Prediction	2009	Alfio Marazzi Ana J. Villar Vı́ctor J. Yohai	3
+ PDF Chat	fsdaSAS: A Package for Robust Regression for Very Large Datasets Including the Batch Forward Search	2021	Francesca Torti Aldo Corbellini Anthony C. Atkinson	3
+	Robust Statistics	2009	Peter J. Huber Elvezio Ronchetti	3
+	Error rates for multivariate outlier detection	2010	Andrea Cerioli Alessio Farcomeni	3
+	How to Marry Robustness and Applied Statistics	2016	Andrea Cerioli Anthony C. Atkinson Marco Riani	3
+ PDF Chat	A reweighting approach to robust clustering	2017	Francesco Dotto Alessio Farcomeni Luis Ángel García-Escudero Agustín Mayo‐Iscar	3
+ PDF Chat	Asymptotic Theory of Outlier Detection Algorithms for Linear Time Series Regression Models	2016	Søren Johansen Bent Nielsen	3
+	Robust model selection with flexible trimming	2010	Marco Riani Anthony C. Atkinson	3
+	A Bayesian approach to outlier detection and residual analysis	1988	Kathryn Chaloner Rollin Brant	3
+	Box‐Cox transformations in linear models: Large sample theory and tests of normality	2002	Gemai Chen Richard Lockhart Michael A. Stephens	3
+	FSDA: A MATLAB toolbox for robust analysis and interactive data exploration	2012	Marco Riani Domenico Perrotta Francesca Torti	3
+	The Fitting of Power Series, Meaning Polynomials, Illustrated on Band-Spectroscopic Data	1974	Albert E. Beaton John W. Tukey	3
+	Computing depth contours of bivariate point clouds	1996	Ida Ruts Peter J. Rousseeuw	3
+	Bivariate boxplots, multiple outliers, multivariate transformations and discriminant analysis: The 1997 Hunter Lecture	1997	Anthony C. Atkinson Marco Riani	3
+	Distribution Theory and Simulations for Tests of Outliers in Regression	2006	Anthony C. Atkinson Marco Riani	3
+	Smoothing of Scatterplots	1982	Jerome H. Friedman Werner Stuetzle	3
+ PDF Chat	Robust Bayesian regression with the forward search: theory and data analysis	2017	Anthony C. Atkinson Aldo Corbellini Marco Riani	3
+ PDF Chat	Automatic robust Box–Cox and extended Yeo–Johnson transformations in regression	2022	Marco Riani Anthony C. Atkinson Aldo Corbellini	3