Comparison of EM and SEM Algorithms in Poisson Regression Models: A Simulation Study. - Susana Faria; Gilda Soromenho (Commun. Stat. Simul. Comput., 2012)

Degradation Prediction Model for Friction in Highways. - Adriana Santos; Elisabete Freitas; Susana Faria; Joel R. M. Oliveira; Ana Maria A. C. Rocha (ICCSA (3), 2014)

Outlier Detection and Robust Variable Selection for Least Angle Regression. - Shirin Shahriari; Susana Faria; Arminda Manuela Gonçalves; Stefan Van Aelst (ICCSA (3), 2014)

A Simulation Study Comparing Modeling Approaches in an Illness-Death Multi-State Model. - Luís Meira-Machado; Susana Faria (Commun. Stat. Simul. Comput., 2014)

Variable Selection Methods in High-dimensional Regression - A Simulation Study. - Shirin Shahriari; Susana Faria; Arminda Manuela Gonçalves (Commun. Stat. Simul. Comput., 2015)

A Bivariate Multilevel Analysis of Portuguese Students. - Susana Faria; Carla Salgado (ICCSA (3), 2020)

A robust sparse linear approach for contaminated data. - Shirin Shahriari; Susana Faria; Arminda Manuela Gonçalves (Commun. Stat. Simul. Comput., 2021)

Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study. - Luísa Novais; Susana Faria (Comput. Stat., 2021)

Robust order selection of mixtures of regression models with random effects. - Luísa Novais; Susana Faria (Comput. Stat., 2025)