bachelor's at Licenciatura em Matemática from Universidade de São Paulo (2011). (Source: Lattes Curriculum)
| News published in Agência FAPESP Newsletter about the researcher |
| More itemsLess items |
| TITULO |
| Articles published in other media outlets ( ): |
| More itemsLess items |
| VEICULO: TITULO (DATA) |
| VEICULO: TITULO (DATA) |
Statistical analysis of complex networks have been vastly studied in the last decades. This research project aims at the formulation and study of statistical models that describe observed properties and structures of real networks. In particular, this project will focus on the study of models that describe community structure in the networks. We will propose statistical methods to estima…
The statistical study of networks has been increasing in the last years. In neuroscience, networks are applied to describe interactions between brain regions. When these interactions describe intracerebral and intercerebral connections for different individuals is not appropriate to represent this data using a single network. In this case, it is appropriate to model the data using multil…
The study of cause-effect relationships from observational data has received a lot of attention in the empirical sciences, but it is still underdeveloped in the nutritional area. In this way, the goal of this project is the construction of graphical causal models for nutritional disorders using genotypic and phenotypic information from individuals. In this project, phenotypic variables of…
Complex networks have been vastly applied in statistical analysis of the structure of transportation networks, in particular, to study airport networks, where the nodes of the network describe the airports, and the interactions between them (existence of flights) are described by edges connecting them. In this work, we propose the study of the Brazilian airport network using weighted netw…
(Only some records are available in English at this moment)
The study of cause-effect relationships from observational data has received a lot of attention in the empirical sciences, but it is still underdeveloped in the nutritional area. The construction of such a causal model would promote a better understanding about the human biological system. In this way, the goal of this project is the construction of graphical causal models for nutritional…
In this research project we aim to study new statistical inference approaches for networks' analysis. In particular we focus on networks that exhibit community structure, that is, the nodes are organized into groups with similar connection patterns. We are interested in developing new statistical approaches applied to the study of a single network as well as for random samples of networks.
The main goal of this research project is the development of perfect simulation algorithms for Markov random fields defined on graphs, taking values on a finite alphabet. In order to achieve these goals, we will adapt some techniques from the literature and we will study the theoretical properties of the algorithms proposed. In particular we will focus our attention on the Coupling form t…
| 1 / 1 | Ongoing grants |
| 5 / 5 | Completed scholarships in Brazil |
| 3 / 3 | Completed scholarships abroad |
| 9 / 9 | All research grants and scholarships |
| Associated processes | |
CV Lattes
ORCID