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I completed my PhD in Statistics in 2012 at the Nova University of Lisbon, Portugal, and my Habilitation (Agregação) in Mathematics, Specialization in Statistics and Stochastic Processes in 2019 at Instituto Superior Técnico, University of Lisbon, Portugal.
In 2013, I became a Professor at the Department of Statistics of the Federal University of Bahia, Brazil. Between mid-2015 and December 2019, I was the Research Director of the Center for Applied Statistics and Data Analytics (CAST) at Tampere University, Finland. At the beginning of 2020, I founded the Statistical Learning Laboratory (SaLLy), a hub for statistical and data science research, training, and consultancy that brings together my research group, including some of the main collaborators and students. Follow SaLLy on Instagram and LinkedIn for up-to-date information on our activities.
Currently, I am a Visiting Professor at the Islamic University of Indonesia, Yogyakarta, Indonesia.
I am an ISI Elected member and currently:
Director of the Statistical Learning Laboratory (SaLLy)
President of the International Society for Business and Industrial Statistics (ISBIS; July 2023 –July 2025)
President-Elect of the International Association for Statistical Computing (IASC; September 2023 – September 2025; President between September 2025 and September 2027)
Council member of the International Statistical Institute (ISI, ex-officio, July 2023 –July 2025)
Member of the Representative Council of the International Biometric Society (07/2021 - 06/2025)
Member of the Board of Directors of the Brazilian Statistical Association (ABE) (09/2020 – 09/2024)
Vice-Coordinator of the Specialization in Data Science and Big Data, Federal University of Bahia, Brazil (since 05/2018)
Some of my past position include:
President-Elect of the International Society for Business and Industrial Statistics (ISBIS; July 2021 – July 2023)
President of the Brazilian Region of the International Biometric Society (05/2018 – 09/2020; 09/2020 - 11/2022)
(Founding) Chair of the Special Interest Group on Data Science of the International Statistical Institute (July 2020 – July 2023)
Founder, Chairperson (between 01/2017 and 01/2019), and Past-Chairperson (between 02/2019 and 04/2021) of the Latin American Regional Section (LARS) of the International Association for Statistical Computing (IASC)
Council member of the International Statistical Institute (between 08/2015 and 08/2019)
Vice-President (08/2009-08/2011; 08/2011-08/2013) and Council member (08/2015-08/2019) of the International Society for Business and Industrial Statistics
Member of the Scientific Board of the European PhD in Socio-Economic and Statistical Studies (SESS) (since 06/2016 - 12/2019)
Member of the Scientific Board of the MSc program in Mathematics, Federal University of Bahia, Brazil (11/2018 – 11/2020; 11/2020 – 11/2022)
Member of the Scientific Board of the BSc program in Statistics, Federal University of Bahia, Brazil (08/2022 – 10/2023)
Head of the Department of Statistics of the Federal University of Bahia (10/2022 – 10/2023)
My research interests include the following:
Statistical learning
High-dimensional data modeling, low-rank approximations, and weighted low-rank approximations
Time series forecasting
Singular spectrum analysis
Robust statistics
Big data and visualization
Modeling and analyzing Genotype-by-Environment interactions and QTL-by-Environment interactions
Applications to plant sciences, genetics, finances, and environmental sciences
I have authored/coauthored more than 90 research articles, with more than 130 co-authors from 60 universities in 24 countries. Besides my activities as an editorial board member of several scientific journals, I am currently:
Co-Editor of Computational Statistics (01/2021 - 12/2022)
Co-Editor of the Brazilian Journal of Biometrics (01/2021 - 12/2022)
Co-Editor of Biometrical Letters (since 2013)
Managing Editor of SOIC – Statistics, Optimization, and Information Computing (since 213)
Please consider submitting your work to these journals.
Google Scholar: http://scholar.google.com/citations?user=KBtSLIEAAAAJ&hl=en
CV Lattes: http://lattes.cnpq.br/0029960374321970
June 12, 2024: Today, I started six months as a Visiting Professor at the Islamic University of Indonesia, Yogyakarta, Indonesia, to work on time series forecasting and other topics with colleagues and students.
November 20, 2023: Today, I started six months as a Visiting Professor at Monash University, Melbourne, Australia, to work in time series forecasting with Rob Hyndman and other colleagues.
November 1, 2023: We welcome Dr. Zeinab Jannoo as a post-doc to work at SaLLy.
October 28, 2023: The 1st SaLLy Day was a success. More information at https://sally.ufba.br/1stSaLLyDay.html.
October 6, 2023: Today, I start a two-year term as President-Elect of the International Association for Statistical Computing.
October 1, 2023: We welcome Dr. Yuvraj Sunecher as a post-doc to work at SaLLy.
July 20, 2023: Today, I started a two-year term as President of the International Society for Business and Industrial Statistics.
Updated in December 31, 2023