Edit Profile (opens in new tab) Riani, Marco Compute Distance To: Compute Author ID: riani.marco Published as: Riani, Marco; Riani, M. External Links: ORCID Documents Indexed: 55 Publications since 1990, including 2 Books 4 Contributions as Editor Co-Authors: 24 Co-Authors with 56 Joint Publications 335 Co-Co-Authors all top 5 Co-Authors 3 single-authored 31 Atkinson, Anthony C. 27 Cerioli, Andrea 9 Corbellini, Aldo 7 Perrotta, Domenico 7 Torti, Francesca 4 Zani, Sérgio Luís 3 Farcomeni, Alessio 3 García-Escudero, Luis Angel 3 Mayo-Iscar, Agustin 2 Morelli, Gianluca 1 Alfò, Marco 1 Bellini, Tiziano 1 Chiandotto, Bruno 1 Cocchi, Daniela 1 Crosilla, Fabio 1 Fanti, Giulio 1 Grossi, Luigi 1 Hubert, Mia 1 Laurini, Fabrizio 1 Masulli, Francesco 1 Proietti, Tommaso 1 Rousseeuw, Peter J. 1 Salini, Silvia 1 Vichi, Maurizio all top 5 Serials 7 Computational Statistics and Data Analysis 7 Statistical Methods and Applications 5 Advances in Data Analysis and Classification. ADAC 3 Test 3 Statistics and Computing 2 Scandinavian Journal of Statistics 2 Metron 2 Statistical Science 2 Journal of the Korean Statistical Society 2 Springer Series in Statistics 1 Biometrika 1 Journal of Multivariate Analysis 1 Statistica 1 Technometrics 1 Journal of Time Series Analysis 1 Econometric Reviews 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Studies in Nonlinear Dynamics and Econometrics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Applied Stochastic Models in Business and Industry 1 Electronic Journal of Statistics 1 Journal of Computational and Graphical Statistics 1 Studies in Classification, Data Analysis, and Knowledge Organization all top 5 Fields 57 Statistics (62-XX) 5 General and overarching topics; collections (00-XX) 5 Numerical analysis (65-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Computer science (68-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 39 Publications have been cited 453 times in 226 Documents Cited by ▼ Year ▼ Robust diagnostic regression analysis. Zbl 0964.62063Atkinson, Anthony; Riani, Marco 92 2000 Exploring multivariate data with the forward search. Zbl 1049.62057Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 53 2004 Finding an unknown number of multivariate outliers. Zbl 1248.62091Riani, Marco; Atkinson, Anthony C.; Cerioli, Andrea 50 2009 The forward search: theory and data analysis. Zbl 1294.62149Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 27 2010 Monitoring robust regression. Zbl 1348.62200Riani, Marco; Cerioli, Andrea; Atkinson, Anthony C.; Perrotta, Domenico 17 2014 Robust diagnostic data analysis: Transformations in regression. Zbl 1014.62086Riani, Marco; Atkinson, Anthony C. 17 2000 Exploratory tools for clustering multivariate data. Zbl 1452.62028Atkinson, A. C.; Riani, M. 16 2007 Robust bivariate boxplots and multiple outlier detection. Zbl 1042.62545Zani, Sergio; Riani, Marco; Corbellini, Aldo 15 1998 Forward search added-variable \(t\)-tests and the effect of masked outliers on model selection. Zbl 1034.62045Atkinson, Anthony C.; Riani, Marco 15 2002 Robust distances for outlier-free goodness-of-fit testing. Zbl 1471.62036Cerioli, Andrea; Farcomeni, Alessio; Riani, Marco 14 2013 Strong consistency and robustness of the forward search estimator of multivariate location and scatter. Zbl 1281.62135Cerioli, Andrea; Farcomeni, Alessio; Riani, Marco 12 2014 A parametric framework for the comparison of methods of very robust regression. Zbl 1332.62245Riani, Marco; Atkinson, Anthony C.; Perrotta, Domenico 12 2014 Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069Riani, Marco; Atkinson, Anthony C. 11 2007 On consistency factors and efficiency of robust \(S\)-estimators. Zbl 1308.62106Riani, Marco; Cerioli, Andrea; Torti, Francesca 11 2014 The power of monitoring: how to make the most of a contaminated multivariate sample. Zbl 1427.62047Cerioli, Andrea; Riani, Marco; Atkinson, Anthony C.; Corbellini, Aldo 10 2018 Wild adaptive trimming for robust estimation and cluster analysis. Zbl 1417.62169Cerioli, Andrea; Farcomeni, Alessio; Riani, Marco 9 2019 Benchmark testing of algorithms for very robust regression: FS, LMS and LTS. Zbl 1252.62033Torti, Francesca; Perrotta, Domenico; Atkinson, Anthony C.; Riani, Marco 8 2012 Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca 6 2015 Robust methods for the analysis of spatially autocorrelated data. Zbl 1145.62375Cerioli, Andrea; Riani, Marco 5 2002 Robust model selection with flexible trimming. Zbl 1284.62061Riani, Marco; Atkinson, Anthony C. 5 2010 Extensions of the forward search to time series. Zbl 1081.91592Riani, Marco 5 2004 Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea 4 2019 Robust methods for heteroskedastic regression. Zbl 1466.62022Atkinson, Anthony C.; Riani, Marco; Torti, Francesca 4 2016 New robust dynamic plots for regression mixture detection. Zbl 1306.62079Perrotta, Domenico; Riani, Marco; Torti, Francesca 4 2009 Robust analysis of default intensity. Zbl 1254.91635Bellini, Tiziano; Riani, Marco 4 2012 Robust Bayesian regression with the forward search: theory and data analysis. Zbl 1382.62036Atkinson, Anthony C.; Corbellini, Aldo; Riani, Marco 3 2017 The forward search and data visualization. Zbl 1053.62007Atkinson, Anthony C.; Riani, Marco 3 2004 Transformations and seasonal adjustment. Zbl 1223.62154Proietti, Tommaso; Riani, Marco 3 2009 Monitoring random start forward searches for multivariate data. Zbl 1153.65307Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 3 2008 Rejoinder to the discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62217Cerioli, Andrea; Riani, Marco; Atkinson, Anthony C.; Corbellini, Aldo 2 2018 An iterative method for the detection of multivariate outliers. Zbl 0938.62067Riani, Marco; Zani, Sergio 2 1997 Robust transformations in univariate and multivariate time series. Zbl 1156.62057Riani, Marco 2 2009 How to marry robustness and applied statistics. Zbl 1357.62236Cerioli, Andrea; Atkinson, Anthony C.; Riani, Marco 2 2016 Robust classification through the forward search. Zbl 05280152Atkinson, Anthony; Cerioli, Andrea; Riani, Marco 2 2003 New methods for ordering multivariate data: an application to the performance of investment funds. Zbl 0959.62100Zani, Sergio; Riani, Marco; Corbellini, Aldo 1 1999 Semiautomatic robust regression clustering of international trade data. Zbl 1480.62242Torti, Francesca; Riani, Marco; Morelli, Gianluca 1 2021 Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 1 2020 Robust multivariate transformations to normality: constructed variables and likelihood ratio tests. Zbl 1205.62068Riani, Marco 1 2004 Rejoinder: The forward search: theory and data analysis. Zbl 1294.62150Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 1 2010 Semiautomatic robust regression clustering of international trade data. Zbl 1480.62242Torti, Francesca; Riani, Marco; Morelli, Gianluca 1 2021 Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 1 2020 Wild adaptive trimming for robust estimation and cluster analysis. Zbl 1417.62169Cerioli, Andrea; Farcomeni, Alessio; Riani, Marco 9 2019 Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea 4 2019 The power of monitoring: how to make the most of a contaminated multivariate sample. Zbl 1427.62047Cerioli, Andrea; Riani, Marco; Atkinson, Anthony C.; Corbellini, Aldo 10 2018 Rejoinder to the discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62217Cerioli, Andrea; Riani, Marco; Atkinson, Anthony C.; Corbellini, Aldo 2 2018 Robust Bayesian regression with the forward search: theory and data analysis. Zbl 1382.62036Atkinson, Anthony C.; Corbellini, Aldo; Riani, Marco 3 2017 Robust methods for heteroskedastic regression. Zbl 1466.62022Atkinson, Anthony C.; Riani, Marco; Torti, Francesca 4 2016 How to marry robustness and applied statistics. Zbl 1357.62236Cerioli, Andrea; Atkinson, Anthony C.; Riani, Marco 2 2016 Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca 6 2015 Monitoring robust regression. Zbl 1348.62200Riani, Marco; Cerioli, Andrea; Atkinson, Anthony C.; Perrotta, Domenico 17 2014 Strong consistency and robustness of the forward search estimator of multivariate location and scatter. Zbl 1281.62135Cerioli, Andrea; Farcomeni, Alessio; Riani, Marco 12 2014 A parametric framework for the comparison of methods of very robust regression. Zbl 1332.62245Riani, Marco; Atkinson, Anthony C.; Perrotta, Domenico 12 2014 On consistency factors and efficiency of robust \(S\)-estimators. Zbl 1308.62106Riani, Marco; Cerioli, Andrea; Torti, Francesca 11 2014 Robust distances for outlier-free goodness-of-fit testing. Zbl 1471.62036Cerioli, Andrea; Farcomeni, Alessio; Riani, Marco 14 2013 Benchmark testing of algorithms for very robust regression: FS, LMS and LTS. Zbl 1252.62033Torti, Francesca; Perrotta, Domenico; Atkinson, Anthony C.; Riani, Marco 8 2012 Robust analysis of default intensity. Zbl 1254.91635Bellini, Tiziano; Riani, Marco 4 2012 The forward search: theory and data analysis. Zbl 1294.62149Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 27 2010 Robust model selection with flexible trimming. Zbl 1284.62061Riani, Marco; Atkinson, Anthony C. 5 2010 Rejoinder: The forward search: theory and data analysis. Zbl 1294.62150Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 1 2010 Finding an unknown number of multivariate outliers. Zbl 1248.62091Riani, Marco; Atkinson, Anthony C.; Cerioli, Andrea 50 2009 New robust dynamic plots for regression mixture detection. Zbl 1306.62079Perrotta, Domenico; Riani, Marco; Torti, Francesca 4 2009 Transformations and seasonal adjustment. Zbl 1223.62154Proietti, Tommaso; Riani, Marco 3 2009 Robust transformations in univariate and multivariate time series. Zbl 1156.62057Riani, Marco 2 2009 Monitoring random start forward searches for multivariate data. Zbl 1153.65307Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 3 2008 Exploratory tools for clustering multivariate data. Zbl 1452.62028Atkinson, A. C.; Riani, M. 16 2007 Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069Riani, Marco; Atkinson, Anthony C. 11 2007 Exploring multivariate data with the forward search. Zbl 1049.62057Atkinson, Anthony C.; Riani, Marco; Cerioli, Andrea 53 2004 Extensions of the forward search to time series. Zbl 1081.91592Riani, Marco 5 2004 The forward search and data visualization. Zbl 1053.62007Atkinson, Anthony C.; Riani, Marco 3 2004 Robust multivariate transformations to normality: constructed variables and likelihood ratio tests. Zbl 1205.62068Riani, Marco 1 2004 Robust classification through the forward search. Zbl 05280152Atkinson, Anthony; Cerioli, Andrea; Riani, Marco 2 2003 Forward search added-variable \(t\)-tests and the effect of masked outliers on model selection. Zbl 1034.62045Atkinson, Anthony C.; Riani, Marco 15 2002 Robust methods for the analysis of spatially autocorrelated data. Zbl 1145.62375Cerioli, Andrea; Riani, Marco 5 2002 Robust diagnostic regression analysis. Zbl 0964.62063Atkinson, Anthony; Riani, Marco 92 2000 Robust diagnostic data analysis: Transformations in regression. Zbl 1014.62086Riani, Marco; Atkinson, Anthony C. 17 2000 New methods for ordering multivariate data: an application to the performance of investment funds. Zbl 0959.62100Zani, Sergio; Riani, Marco; Corbellini, Aldo 1 1999 Robust bivariate boxplots and multiple outlier detection. Zbl 1042.62545Zani, Sergio; Riani, Marco; Corbellini, Aldo 15 1998 An iterative method for the detection of multivariate outliers. Zbl 0938.62067Riani, Marco; Zani, Sergio 2 1997 all cited Publications top 5 cited Publications all top 5 Cited by 309 Authors 40 Riani, Marco 24 Atkinson, Anthony C. 24 Cerioli, Andrea 12 Farcomeni, Alessio 10 Perrotta, Domenico 9 Corbellini, Aldo 9 García-Escudero, Luis Angel 8 Mayo-Iscar, Agustin 8 Torti, Francesca 7 Croux, Christophe 6 Cheng, Tsung-Chi 6 Van Aelst, Stefan 5 Bellini, Tiziano 5 Greco, Luca 5 Shi, Lei 4 Chen, Gemai 4 Dotto, Francesco 4 Grossi, Luigi 4 Imon, A. H. M. Rahmatullah 4 Johansen, Søren Glud 4 Nielsen, Bent 4 Nurunnabi, A. A. M. 3 Agostinelli, Claudio 3 Alih, Ekele 3 Becker, Claudia 3 Filzmoser, Peter 3 Gordaliza, Alfonso 3 Kirschstein, Thomas 3 Laurini, Fabrizio 3 Liebscher, Steffen 3 Melnykov, Volodymyr 3 Nasser, Mohammed 3 Ong, Hong Choon 3 Sauerbrei, Willi 3 Tiku, Moti Lal 3 Verdonck, Tim 3 Wilcox, Rand R. 3 Zhu, Xuwen 2 Akkaya, Ayşen Dener 2 Barabesi, Lucio 2 Barrios, Erniel B. 2 Biernacki, Christophe 2 Boudt, Kris 2 Cappozzo, Andrea 2 Cerasa, Andrea 2 Chakraborty, Chitradipa 2 Chien, Li-Chu 2 Crosilla, Fabio 2 Ekiz, Meltem 2 Ekiz, O. Ufuk 2 Gijbels, Irène 2 Greselin, Francesca 2 Huang, Yufen 2 Liu, Shuangzhe 2 Lourme, Alexandre 2 Melnykov, Yana 2 Morelli, Gianluca 2 Moreno-Rebollo, Juan Luis 2 Murphy, Thomas Brendan 2 Punzo, Antonio 2 Ronchetti, Elvezio M. 2 Ruiz-Gazen, Anne 2 Salini, Silvia 2 Welsch, Roy E. 2 Willems, Gert 2 Zhu, Lixing 1 Ahipaşaoğlu, Selin Damla 1 Alfons, Andreas 1 Amato, Umberto 1 Antoniadis, Anestis 1 Arismendi, Juan Carlos 1 Baaske, Wolfgang E. 1 Babu, Gutti Jogesh 1 Bagdonavičius, Vilijandas B. 1 Baragilly, Mohammed 1 Barakat, Haroon Mohamed 1 Barbiero, Alessandro 1 Barranco-Chamorro, Inmaculada 1 Bastero, Rowena F. 1 Bédard, Myléne 1 Berro, Alain 1 Bertaccini, Bruno 1 Best, Nicola G. 1 Biswas, Atanu 1 Boente, Graciela 1 Boulesteix, Anne-Laure Isabeau 1 Breiteneder, Christian J. 1 Broda, Simon A. 1 Brodinová, Šárka 1 Calò, Daniela Giovanna 1 Campano, Wendell Q. 1 Cao, Chunzheng 1 Carlin, Bradley P. 1 Chakraborty, Biman 1 Chen, Tao 1 Choi, Sujung 1 Clarke, Brenton R. 1 Coin, Daniele 1 Cordeiro, Gauss Moutinho 1 Cornelissen, Jonathan ...and 209 more Authors all top 5 Cited in 55 Serials 35 Computational Statistics and Data Analysis 22 Statistical Methods and Applications 19 Journal of Applied Statistics 16 Advances in Data Analysis and Classification. ADAC 14 Statistics and Computing 11 Journal of Statistical Computation and Simulation 9 Test 5 Scandinavian Journal of Statistics 5 Journal of Multivariate Analysis 5 Computational Statistics 5 Communications in Statistics. Simulation and Computation 4 Journal of Statistical Planning and Inference 4 Journal of Classification 4 European Journal of Operational Research 4 Journal of the Korean Statistical Society 3 Communications in Statistics. Theory and Methods 3 Statistical Papers 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Statistics & Probability Letters 2 Statistics 2 Statistical Science 2 Econometric Reviews 2 Annals of Mathematics and Artificial Intelligence 2 Australian & New Zealand Journal of Statistics 2 Statistical Methodology 2 Journal of Computational and Graphical Statistics 1 The Canadian Journal of Statistics 1 Metrika 1 The Annals of Statistics 1 Automatica 1 Biometrical Journal 1 International Statistical Review 1 Metron 1 Statistica 1 Insurance Mathematics & Economics 1 Journal of Time Series Analysis 1 Annals of Operations Research 1 Journal of Global Optimization 1 Applied Mathematical Modelling 1 Automation and Remote Control 1 Bernoulli 1 Mathematical Problems in Engineering 1 Mathematical and Computer Modelling of Dynamical Systems 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Methodology and Computing in Applied Probability 1 Optimization and Engineering 1 Applied Stochastic Models in Business and Industry 1 Brazilian Journal of Probability and Statistics 1 Iranian Journal of Science and Technology. Transaction A: Science 1 Statistical Modelling 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 Journal of Probability and Statistics 1 Sankhyā. Series A 1 Statistics & Risk Modeling all top 5 Cited in 12 Fields 217 Statistics (62-XX) 22 Numerical analysis (65-XX) 9 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Computer science (68-XX) 6 Operations research, mathematical programming (90-XX) 5 General and overarching topics; collections (00-XX) 5 Probability theory and stochastic processes (60-XX) 3 Biology and other natural sciences (92-XX) 3 Systems theory; control (93-XX) 1 Convex and discrete geometry (52-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) Citations by Year