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Identification

Personal identification

Full name
Gustavo Soutinho

Citation names

  • Soutinho, Gustavo

Author identifiers

Ciência ID
0918-604C-2C04
ORCID iD
0000-0002-0559-1327
Researcher Id
GSE-1063-2022
Scopus Author Id
57195326662

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Statistics and Probability

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2022 - 2024
Ongoing
 Econometria e Estatística (Pós-doutoramento)
Universidade do Porto Faculdade de Economia, Portugal
2018
Concluded
 Matemática Aplicada (Doutoramento)
Major in Sem especialidade
Universidade do Porto Faculdade de Ciências, Portugal
"Statistical analysis of complex survival data: new contributions in statistical inference, software development and biomedical applications " (THESIS/DISSERTATION)
 18
2014
Concluded
 Estatística (Mestrado)
Major in Sem especialização
Universidade do Minho, Portugal
"Estimação do Uso e Ocupação do Solo ao Nível das NUTS 2 e NUTS 3" (THESIS/DISSERTATION)
2006
Concluded
 Pós-Graduação em Sistemas de Informação (Pós-Graduação)
Universidade do Minho, Portugal
 16
2003
Concluded
 Licenciatura em Matemática - Ramo Educacional (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
 14
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2024/04/01 - Current Assistant Professor (University Teacher) Universidade Portucalense Infante Dom Henrique, Portugal
2023/02 - 2023/07 Invited Assistant Professor (University Teacher) Universidade do Porto Instituto de Ciências Biomédicas Abel Salazar, Portugal
2018/09 - 2022/09 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave, Portugal
2016/09 - 2017/04 Invited Assistant (University Teacher) Universidade do Minho, Portugal
Projects

Grant

Designation Funders
2022/04 - 2022/09 3SNFODEMIC - Procurar, selecionar e difundir informação: as três componentes de uma infodemia
EXPL/COM-OUT/1572/2021
Master Student Fellow
Universidade do Porto Instituto de Saúde Pública, Portugal
2018/06 - 2022/04 Doutoramento em Matemática Aplicada
PD/BD/142887/2018
PhD Student Fellow
Universidade do Porto Faculdade de Ciências, Portugal
Concluded
2016/04 - 2017/09 iFACTORY – Novas Capacidades de Industrialização
POCI-01-0247-FEDER-002814
Research Fellow
Universidade do Minho Centro ALGORITMI, Portugal
Concluded
2014/10 - 2016/04 Land Use/ Cover Area Frame Statistical Survey (LUCAS)
BGCT/INE/DMSI/ME/2014
Science and Technology Management Fellow
Instituto Nacional de Estatistica, Portugal
Concluded
2014/04 - 2014/09 Modelação Conjunta de Dados Multivariados Longitudinais e de Sobrevivência
EXPL/MAT-STA/0313/2013
Research Fellow
Universidade do Minho Centro de Matemática, Portugal
Concluded

Contract

Designation Funders
2022/10 - 2024/03 MLDLCOV - Impacto das medidas de confinamento relativas ao COVID-19 sobre mobilidade, poluição do ar, saúde e indicadores macroeconómicos em Portugal: uma abordagem em Aprendizado de Máquina
DSAIPA/CS/0086/2020
Post-doc
Universidade do Porto Centro de Economia e Finanças, Portugal
Ongoing
Outputs

Publications

Book
  1. Machado, Luís Meira; Soutinho, Gustavo Domingos Costa Coelho. Proceedings of the 34th international workshop on statistical modelling. Instituto Nacional de Estatística (INE). 2019.
  2. Machado, Luís Meira; Soutinho, Gustavo Domingos Costa Coelho. Proceedings of the 34th international workshop on statistical modelling volume II. 2019.
Book chapter
  1. Paula Lopes; Pedro Campos; Luís Meira-Machado; Gustavo Soutinho. "Survival Analysis of Organizational Network – An Exploratory Study". 2023.
    10.1007/978-3-031-37129-5_10
Conference paper
  1. Ferreira, Joana; Carneiro, Alexandre; Cunha, Pedro; Mansilha, Armando; Vila, Isabel; Cunha, Cidália Cristina Ferreira da; Silva, Cristina; et al. "Sarcopenia and atherosclerotic occlusive disease: how much we know and what we need to know about this association?". 2020.
    10.2991/artres.k.201209.072
  2. Soutinho, Gustavo Domingos Costa Coelho; Machado, Luís Meira; Oliveira, Pedro Nuno Ferreira Pinto. "Methods for checking the markov condition in multi-state survival data". 2019.
  3. Soutinho, Gustavo Domingos Costa Coelho; Machado, Luís Meira; Oliveira, Pedro Nuno Ferreira Pinto. "Estimation of the transition probabilities condition on repeated measures in multi-state models". 2019.
  4. Soutinho, Gustavo Domingos Costa Coelho; Machado, Luís Meira; Oliveira, Pedro Nuno Ferreira Pinto. "A comparison of presmoothing methods in the estimation of transition probabilities". 2018.
  5. Lemos, Catarina; Soutinho, Gustavo; Braga, A. C.. "Arrow plot for selecting genes in a microarray experiment: An explorative study". 2017.
    10.1007/978-3-319-62395-5_39
Journal article
  1. Gustavo Soutinho; Luís Meira-Machado. "Nonparametric estimation of the distribution of gap times for recurrent events". Statistical Methods & Applications (2023): https://doi.org/10.1007/s10260-022-00641-6.
    10.1007/s10260-022-00641-6
  2. Ribeiro, V.M.; Soutinho, G.; Soares, I.. "Natural Gas Prices in the Framework of European Union’s Energy Transition: Assessing Evolution and Drivers". Energies 16 4 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85149186830&partnerID=MN8TOARS.
    10.3390/en16042029
  3. Soutinho, Gustavo; Meira-Machado, Luis. "markovMSM: An R Package for Checking the Markov Condition in Multi-State Survival Data". The R Journal (2023): https://publons.com/wos-op/publon/64965936/.
    10.32614/RJ-2023-032
  4. Soutinho, Gustavo; Ribeiro, Vitor Miguel; Soares, Isabel. "Dynamic correlation among title transfer facility natural gas, Brent oil and electricity EPEX spot markets: Spillover effects of economic shocks on returns and volatility". AIMS Energy (2023): https://publons.com/wos-op/publon/64965816/.
    10.3934/ENERGY.2023057
  5. Gustavo Soutinho; Luís Meira-Machado; Pedro Oliveira. "A comparison of presmoothing methods in the estimation of transition probabilities". Communications in Statistics - Simulation and Computation (2022): https://doi.org/10.1080/03610918.2020.1762895.
    10.1080/03610918.2020.1762895
  6. "Parametric Landmark Estimation of the Transition Probabilities in Survival Data with Multiple Events". WSEAS TRANSACTIONS ON MATHEMATICS 21 (2022): 207-217. http://dx.doi.org/10.37394/23206.2022.21.27.
    10.37394/23206.2022.21.27
  7. Gustavo Soutinho; Luís Meira-Machado. "Methods for checking the Markov condition in multi-state survival data". Computational Statistics 37 2 (2022): 751-780. https://doi.org/10.1007/s00180-021-01139-7.
    10.1007/s00180-021-01139-7
  8. Luís Meira-Machado; Carla Moreira; Gustavo Soutinho; Marta Azevedo. "Analysis of Survival Data with Multiple Events". WSEAS Transactions on Mathematics (2022): https://publons.com/wos-op/publon/62003340/.
    10.37394/23206.2022.21.97
  9. "survidm: An R package for Inference and Prediction in an Illness-Death Model". The R Journal (2021): https://journal.r-project.org/archive/2021/RJ-2021-070/index.html.
    10.32614/RJ-2021-070
  10. "Msm.App: A Web-Based Tool for the Analysis of Multi-State Survival Data". SSRN Electronic Journal (2021): http://dx.doi.org/10.2139/ssrn.3996850.
    10.2139/ssrn.3996850
  11. "Some of the Most Common Copulas for Simulating Complex Survival Data". International Journal of Mathematics and Computers in Simulation 14 (2020): http://dx.doi.org/10.46300/9102.2020.14.5.
    10.46300/9102.2020.14.5
  12. "Estimation of the Transition Probabilities in Multi-state Survival Data: New Developments and Practical Recommendations". WSEAS TRANSACTIONS ON MATHEMATICS 19 (2020): 353-366. http://dx.doi.org/10.37394/23206.2020.19.36.
    10.37394/23206.2020.19.36
Preprint
  1. "Analysis of Complex Survival Data: a tutorial using the Shiny MSM.app application". 2022. https://arxiv.org/abs/2202.09160.
Thesis / Dissertation
  1. Soutinho, Gustavo Domingos Costa Coelho. "Estimação do uso e ocupação do solo ao nível das NUTS 2 e NUTS 3". Master, 2014. http://hdl.handle.net/1822/34658.

Other

Other output
  1. Analysis of Complex Survival Data: a tutorial using the Shiny MSM.app application. 2022. Soutinho, G.; Meira-Machado, L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85125767639&partnerID=MN8TOARS.
Activities

Association member

Society Organization name Role
2024/04 - Current Research on Economics, Management and Information Technologies (REMIT) - Portucalense University Integrated member
Distinctions

Award

2019 Prémio pelo trabalhado enviado para o XXV Congresso da Sociedade Portuguesa de Estatística através da atribuição de uma bolsa de participação
2013 Estágio no Instituto Nacional de Estatística