Alessio Farcomeni

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Distribution Function

Model Selection

Robust Regression

Bayes Classifiers

Top Venues

Stat. Methods Appl.

Stat. Anal. Data Min.

Publications

Alessio Farcomeni, Marco Geraci
Quantile ratio regression. Stat. Comput. 34 (2) (2024)
Luca Bagnato, Alessio Farcomeni, Antonio Punzo
The generalized hyperbolic family and automatic model selection through the multiple-choice LASSO. Stat. Anal. Data Min. 17 (1) (2024)
Edoardo Redivo, Cinzia Viroli, Alessio Farcomeni
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers. Stat. Comput. 33 (2) (2023)
Alessio Farcomeni, Marco Geraci, Cinzia Viroli
Directional Quantile Classifiers. J. Comput. Graph. Stat. 31 (3) (2022)
Giampiero Marra, Alessio Farcomeni, Rosalba Radice
Link-based survival additive models under mixed censoring to assess risks of hospital-acquired infections. Comput. Stat. Data Anal. 155 (2021)
Alessio Farcomeni, Francesco Dotto
The power of (extended) monitoring in robust clustering - 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)
Giulia Barbati, Alessio Farcomeni
Prognostic assessment of repeatedly measured time-dependent biomarkers, with application to dilated cardiomyopathy. Stat. Methods Appl. 27 (3) (2018)
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar
A reweighting approach to robust clustering. Stat. Comput. 28 (2) (2018)
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar
A fuzzy approach to robust regression clustering. Adv. Data Anal. Classif. 11 (4) (2017)
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar
Robust Fuzzy Clustering via Trimming and Constraints. SMPS (2016)
Francesco Bartolucci, Alessio Farcomeni
Information matrix for hidden Markov models with covariates. Stat. Comput. 25 (3) (2015)
Alessio Farcomeni, Luca Greco
S-estimation of hidden Markov models. Comput. Stat. 30 (1) (2015)
Alessio Farcomeni
Robust Constrained Clustering in Presence of Entry-Wise Outliers. Technometrics 56 (1) (2014)
Alessio Farcomeni
Snipping for robust k-means clustering under component-wise contamination. Stat. Comput. 24 (6) (2014)
Andrea Cerioli, Alessio Farcomeni, Marco Riani
Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter. J. Multivar. Anal. 126 (2014)
Andrea Cerioli, Alessio Farcomeni, Marco Riani
Robust distances for outlier-free goodness-of-fit testing. Comput. Stat. Data Anal. 65 (2013)
Elena Fabrizi, Alessio Farcomeni, Valerio Gatta
Modelling work history patterns in the Italian labour market. Stat. Methods Appl. 21 (2) (2012)
Alessio Farcomeni
Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Stat. Comput. 22 (1) (2012)
Francesco Bartolucci, Luisa Scaccia, Alessio Farcomeni
Bayesian inference through encompassing priors and importance sampling for a class of marginal models for categorical data. Comput. Stat. Data Anal. 56 (12) (2012)
Andrea Cerioli, Alessio Farcomeni
Error rates for multivariate outlier detection. Comput. Stat. Data Anal. 55 (1) (2011)
Alessio Farcomeni, Alessandra Nardi
A two-component Weibull mixture to model early and late mortality in a Bayesian framework. Comput. Stat. Data Anal. 54 (2) (2010)
Alessio Farcomeni
An exact approach to sparse principal component analysis. Comput. Stat. 24 (4) (2009)
Alessio Farcomeni
Robust Double Clustering: A Method Based on Alternating Concentration Steps. J. Classif. 26 (1) (2009)
Marco Alfò, Alessio Farcomeni, Luca Tardella
Robust semiparametric mixing for detecting differentially expressed genes in microarray experiments. Comput. Stat. Data Anal. 51 (11) (2007)
Alessio Farcomeni
More Powerful Control of the False Discovery Rate Under Dependence. Stat. Methods Appl. 15 (1) (2006)