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World of Statistics  
   
 

Luis Filipe Meira Machado
(Doutor)

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


Luis Filipe Meira Machado
Education:
  • Doutoramento em Matemática / Estatística
  • Mestrado em Matemática
  • Licenciatura em Matemática
Research::
  • Survival Analysis
  • Multi-state Models
  • Generalized Additive Models
  • Nonparametric Estimation
  • R programming
  • Copula functions; Censored quantile regression; ROC curves
Other Professional Activities:
Courses Lectured:
Most recent publications:
  • 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.
     
Other relevant publications:
  • 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
     

 

     
 
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