Susana Faria

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 4

Top Topics

Sparsity Inducing

Detect Outliers

Simulation Study

Variable Selection

Top Venues

Commun. Stat. Simul. Comput.

Publications

Shirin Shahriari, Susana Faria, A. Manuela Gonçalves
A robust sparse linear approach for contaminated data. Commun. Stat. Simul. Comput. 50 (6) (2021)
Luísa Novais, Susana Faria
Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study. Comput. Stat. 36 (4) (2021)
Susana Faria, Carla Salgado
A Bivariate Multilevel Analysis of Portuguese Students. ICCSA (3) (2020)
Shirin Shahriari, Susana Faria, A. Manuela Gonçalves
Variable Selection Methods in High-dimensional Regression - A Simulation Study. Commun. Stat. Simul. Comput. 44 (10) (2015)
Luís Meira-Machado, Susana Faria
A Simulation Study Comparing Modeling Approaches in an Illness-Death Multi-State Model. Commun. Stat. Simul. Comput. 43 (5) (2014)
Adriana Santos, Elisabete Freitas, Susana Faria, Joel R. M. Oliveira, Ana Maria A. C. Rocha
Degradation Prediction Model for Friction in Highways. ICCSA (3) (2014)
Shirin Shahriari, Susana Faria, A. Manuela Gonçalves, Stefan Van Aelst
Outlier Detection and Robust Variable Selection for Least Angle Regression. ICCSA (3) (2014)
Susana Faria, Gilda Soromenho
Comparison of EM and SEM Algorithms in Poisson Regression Models: A Simulation Study. Commun. Stat. Simul. Comput. 41 (4) (2012)