PUBLICATIONS IN REFEREED JOURNALS


Cardoso, P., Mateus, T.C., Velu et al. (2018)
Localization and distribution of Zn and Fe in grains of biofortified bread wheat lines through micro- and triaxial-X-ray fluorescence spectrometry.
Spectrochimica Acta Part B - Atomic Spectroscopy, 141, 70—79.

Rodrigues, P.C., Lourenço, V.M. and Mahmoudvand, R. (2018)
Robust singular spectrum analysis: An application to the energy sector.
Quality and Reliability Engineering International, 1–11.

Lourenço, V.M., Rodrigues, P.C., Pires, A.M. and Piepho, H.-P. (2017)
A robust DF-REML framework for variance components estimation in genetic studies.
Bioinformatics, 33(22), 3584–3594.

Rodrigues, P.C., Monteiro, A. and Lourenço, V.M. (2016)
A Robust AMMI model for the analysis of genotype-by-environment data.
Bioinformatics, 32(1), 58–66.

Lourenço, V.M. and Pires, A.M. (2014).
M-regression, false discovery rates and outlier detection with application to genetic association studies.
Journal of Computational Statistics & Data Analysis, 78, 33—42.

Lourenço, V.M., Pires, A.M. and Kirst, M. (2011).
Robust linear regression methods in association studies
Bioinformatics, 27(6), 815–821.


PROCEEDINGS

Lourenço, V.M.., Fonseca, M., Pires, A. and Rodrigues, P.C. (2015).
Robust heritability estimation in plant studies.
Proceedings of ISI 2015, 60 th World Statistics Congress of the International Statistical Institute, p2640. ISBN – 978-90-73592-35-3.

Rodrigues, P.C., Monteiro, A. and Lourenço, V.M. (2014).
New insights into the usefulness of robust singular value decomposition in statistical genetics.
Proceedings of COMPSTAT 2014, 21st International Conference on Computational Statistics, 53–59.




WORK IN PROGRESS

de Carvalho, V.I., Lourenço, V.M. and de Carvalho, M.
Robust inference for ROC regression.
In progress.


Mendes, M.P., Lourenço, V.M., Trigo, R.M. and Rodrigues, P.C.
Forecasting groundwater levels: a robust approach.
In progress.


Lourenço, V.M., Oguto, J. and Piepho, H.P.
Robust estimation of heritability and predictive accuracy in plant breeding.
In progress.

Vanda Milheiro Lourenço