Luis Filipe Meira Machado
(Doutor)

Prof. Auxiliar
Departamento de Matemática e Aplicações
Universidade do Minho
Campus de Azurém
4800-058 Guimarães

• Gabinete: EC1.43
• Telefone (directo): 253510443
• Telefone (secretaria): 253510400
• FAX: 253510401
• e-mail: lmachado@math.uminho.pt

• Doutoramento em Matemática / Estatística
• Mestrado em Matemática
• Licenciatura em Matemática

• Survival Analysis

• Multi-state Models
• Generalized Additive Models
• Nonparametric Estimation
• R programming
• Copula functions; Censored quantile regression; ROC curves

• Marta Sestelo, Nora M. Villanueva, Luis Meira-Machado and Javier Roca-Pardiñas. FWDselect: An R Package for Variable Selection in Regression Models. R Journal. Volume 18, Issue 1, pages 132-148, 2016.
   
• María Xosé Rodríguez-Álvarez, Luís Meira-Machado, Emad Abu-Assi, Sergio Raposeiras-Roubín. Nonparametric estimation of time-dependent ROC curves conditional on a continuous covariate. Statistics in Medicine. Volume 35, Issue 7, pages 1090-1102, 2016.
   
• Luís Meira-Machado, Marta Sestelo, Andreia Gonçalves. Nonparametric estimation of the survival function for ordered multivariate failure time data: a comparative study. Biometrical Journal. Volume 58, Issue 3, pages 623-634, May 2016
   
• Jacobo de Uña-Álvarez and Luís Meira-Machado. Nonparametric estimation of transition probabilities in the non-Markov illness-death model: a comparative study. Biometrics. Volume 71, Issue 2, pages 364–375, June 2015
   
• Luís Meira-Machado, Jacobo de Uña-Álvarez and Somnath Datta. Nonparametric Estimation of Conditional Transition Probabilities in a non-Markov Illness-death Model. Computational Statistics, 2015, 30:377-397.
   

• Artur Araújo, Luís Meira-Machado, Javier Roca-Pardiñas. TPmsm: Estimation of the transition probabilities in 3-state models. Journal of Statistical Software 2014. 62(4).
   
• Carla Moreira, Jacobo de Uña-Álvarez and Luís Meira-Machado. Nonparametric regression with doubly truncated data. Computational Statistics and Data Analysis. Volume 93, January 2016, Pages 294–307.
   
• Ana Moreira, Jacobo de Uña-Álvarez and Luís Meira-Machado. Presmoothing the Aalen-Johansen estimator of transition probabilities. Electronic Journal of Statistics: Volume 7 (2013), 1491-1516.
   
• Luís Meira-Machado, Jacobo de Uña-Álvarez, Carmen Cadarso-Suárez, Per Kragh Andersen. Multi-state models for the analysis of time to event data. Statistical Methods in Medical Research, 2009, 18:195-222
   
• Luís Meira-Machado, Jacobo de Uña-Álvarez and Carmen Cadarso-Suárez. Nonparametric estimation of transition probabilities in a non-Markov Illness-death Model. Lifetime Data Analysis 2006; 12:325-344