CV Lattes
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Universidade de São Paulo (USP). Instituto de Matemática e Estatística (IME) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Currently is an assistant professor at Federal University of Bahia, Brazil. Postdoc at the Weizmann Institute of Science, in Rehovot, Israel.Ph.D. degree in Statistics from Universidade Estadual de Campinas, Campinas-SP, Brazil.Masters degree in Statistics from Universidade Federal de Pernambuco, Recife-PE, Brazil.Bachelors degree in Statistics from Universidade Federal do Ceará, Fortaleza-CE, Brazil. (Source: Lattes Curriculum)
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The growing necessity of analyzing large data sets raises the problem of developing strategies to make statistical analyses in the age of Big Data. A very popular method in statistical analyses are regression models, technique used when explanatory variables are used to model some response variable of interest. When the number of explanatory variables is too large compared to sample size,…
Functional data analysis has gained a lot of attention in the past few years. One very promising methodological paradigm is given by wavelet analysis. This methods have some general properties which are particularly interesting for FDA: parsimony, asymptotics, and computational performance.Wavelets are ideally suited for the formulation of computationally and statistically efficient metho…
Wavelets methods have been applied on many fields of science. However, many relevant applications involve non-usual domains, as is the case with graph spaces. Moreover, due to improvement of data acquisition and storage, data can be sometimes collected along the time, allowing to evaluate the progress of the analyzed phenomenon as a time series. Therefore, the development of statistical m…
| 2 / 2 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
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