Susana Faria

According to our database, Susana Faria authored at least 9 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Robust order selection of mixtures of regression models with random effects.

Luísa Novais, Susana Faria

Comput. Stat., July, 2025

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

A robust sparse linear approach for contaminated data.

Shirin Shahriari, Susana Faria, Arminda Manuela Gonçalves

Commun. Stat. Simul. Comput., 2021

2020

A Bivariate Multilevel Analysis of Portuguese Students.

Susana Faria, Carla Salgado

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2015

Variable Selection Methods in High-dimensional Regression - A Simulation Study.

Shirin Shahriari, Susana Faria, Arminda Manuela Gonçalves

Commun. Stat. Simul. Comput., 2015

2014

A Simulation Study Comparing Modeling Approaches in an Illness-Death Multi-State Model.

Luís Meira-Machado, Susana Faria

Commun. Stat. Simul. Comput., 2014

Outlier Detection and Robust Variable Selection for Least Angle Regression.

Shirin Shahriari, Susana Faria, Arminda Manuela Gonçalves, Stefan Van Aelst

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Degradation Prediction Model for Friction in Highways.

Adriana Santos, Elisabete Freitas, Susana Faria, Joel R. M. Oliveira, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2012

Comparison of EM and SEM Algorithms in Poisson Regression Models: A Simulation Study.

Susana Faria, Gilda Soromenho

Commun. Stat. Simul. Comput., 2012