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Riani, Marco, Atkinson, Anthony C., Corbellini, Aldo and Morelli, Gianluca (2025) Robust tobit regression for censored observations using extended Box-Cox Transformations. Statistical Methods and Applications, 34 (3). 385 - 408. ISSN 1618-2510
Atkinson, Anthony C., Riani, Marco, Corbellini, Aldo, Perrotta, Domenico and Todorov, Valentin (2025) Robust statistics through the monitoring approach: applications in regression. Springer Series in Statistics (SSS). Springer, Cham, CH. ISBN 9783031883644
Riani, Marco, Atkinson, Anthony C., Morelli, Gianluca and Corbellini, Aldo (2025) The use of modern robust regression analysis with graphics: an example from marketing. Stats, 8 (1). ISSN 2571-905X
Riani, Marco, Atkinson, Anthony C. and Corbellini, Aldo (2024) Robust transformations for multiple regression via additivity and variance stabilization. Journal of Computational and Graphical Statistics, 33 (1). 85 - 100. ISSN 1061-8600
Riani, Marco, Atkinson, Anthony C. and Corbellini, Aldo (2023) Robust response transformations for generalized additive models via additivity and variance stabilization. In: Grilli, Leonardo, Lupparelli, Monia, Rampichini, Carla, Rocco, Emilia and Vichi, Maurizio, (eds.) Statistical Models and Methods for Data Science. Studies in Classification, Data Analysis, and Knowledge Organization. Springer Nature Switzerland, Cham, Switzerland, 147 - 159. ISBN 9783031301636
Riani, Marco, Atkinson, Anthony C. and Corbellini, Aldo (2023) Automatic robust Box-Cox and extended Yeo-Johnson transformations in regression. Statistical Methods and Applications, 32 (1). 75 - 102. ISSN 1618-2510
Riani, Marco, Atkinson, Anthony C., Torti, Francesca and Corbellini, Aldo (2022) Robust correspondence analysis. Journal of the Royal Statistical Society. Series C: Applied Statistics, 71 (5). pp. 1381-1401. ISSN 0035-9254
Riani, Marco, Atkinson, Anthony C., Corbellini, Aldo, Farcomeni, Alessio and Laurini, Fabrizio (2022) Information criteria for outlier detection avoiding arbitrary significance levels. Econometrics and Statistics. ISSN 2452-3062
Torti, Francesca, Corbellini, Aldo and Atkinson, Anthony C. (2021) fsdaSAS: a package for robust regression for very large datasets including the batch forward search. Stats, 4 (2). 327 – 347. ISSN 2571-905X
Atkinson, Anthony C., Riani, Marco and Corbellini, Aldo (2021) The box-cox transformation: review and extensions. Statistical Science, 36 (2). 239 - 255. ISSN 0883-4237
Riani, Marco, Atkinson, Anthony C., Corbellini, Aldo and Perrotta, Domenico (2020) Robust regression with density power divergence: theory, comparisons, and data analysis. Entropy, 22 (4). ISSN 1099-4300
Atkinson, Anthony C., Riani, Marco and Corbellini, Aldo (2020) The analysis of transformations for profit-and-loss data. Journal of the Royal Statistical Society. Series C: Applied Statistics, 69 (2). 251 - 275. ISSN 0035-9254
Riani, Marco, Atkinson, Anthony C., Cerioli, Andrea and Corbellini, Aldo (2019) Efficient robust methods via monitoring for clustering and multivariate data analysis. Pattern Recognition, 88. pp. 246-260. ISSN 0031-3203
Cerioli, Andrea, Riani, Marco, Atkinson, Anthony C. and Corbellini, Aldo (2018) Rejoinder to the discussion of “The power of monitoring how to make the most of a contaminated multivariate sample”. Statistical Methods and Applications, 27 (4). pp. 661-666. ISSN 1618-2510
Riani, Marco, Corbellini, Aldo and Atkinson, Anthony C. (2018) The use of prior information in very robust regression for fraud detection. International Statistical Review, 86 (2). pp. 205-218. ISSN 0306-7734
Atkinson, Anthony C., Corbellini, Aldo and Riani, Marco (2017) Robust Bayesian regression with the forward search: theory and data analysis. Test, 26 (4). pp. 869-886. ISSN 1133-0686
Cerioli, Andrea, Riani, Marco, Atkinson, Anthony C. and Corbellini, Aldo (2017) The power of monitoring: how to make the most of a contaminated multivariate sample. Statistical Methods and Applications. ISSN 1618-2510