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Identification

Personal identification

Full name
Maria Helena Neves de Queirós Gonçalves

Citation names

  • Gonçalves, M. Helena
  • Gonçalves, Maria Helena
  • Gonçalves, MH

Author identifiers

Ciência ID
8D1A-6263-EDFD
ORCID iD
0000-0002-6990-7239
Researcher Id
K-9285-2015
Scopus Author Id
55023817000
Education
Degree Classification
2003
Concluded
 Estatística e Investigação Operacional (Doutoramento)
Major in Especialidade: Probabilidades e Estatística
Universidade de Lisboa Faculdade de Ciências, Portugal
"Likelihood Methods for Discrete Longitudinal Data" (THESIS/DISSERTATION)
 Aprovada com Distinção e Louvor
1997
Concluded
 Mestrado em Probabilidades e Estatística (Mestrado)
Universidade de Lisboa Faculdade de Ciências, Portugal
"Medições Repetidas em Experimentação Ecológica" (THESIS/DISSERTATION)
 Muito Bom
1993
Concluded
 Licenciatura em Estatística e Investigação Operacional (Licenciatura)
Universidade de Lisboa Faculdade de Ciências, Portugal
"Plano de amostragem do desembarque de três espécies de crustáceos na costa Algarvia" (THESIS/DISSERTATION)
 14 valores
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2003/07/10 - Current Assistant Professor (University Teacher) Universidade do Algarve, Portugal
1997/07/18 - 2003/05/09 Assistant (University Teacher) Universidade do Algarve, Portugal
1993/10/01 - 1997/07/17 Trainee Assistant (University Teacher) Universidade do Algarve, Portugal
Outputs

Publications

Book
  1. Gonçalves, M. Helena; Cabral, M. Salomé. Análise de Dados Longitudinais. Lisboa, Portugal: Sociedade Portuguesa de Estatística. 2011.
    Published
Book chapter
  1. Carrasquinha, Eunice; Gonçalves, M. Helena; Cabral, M. Salomé. "Generalized Linear Mixed Effects Model in the Analysis of Longitudinal Discrete Data". In Advances in Regression, Survival Analysis, Extreme Values, Markov Processes and Other Statistical Applications, 113-120. Springer Berlin Heidelberg, 2013.
    Published • 10.1007/978-3-642-34904-1_11
Conference paper
  1. Cabral, MS; Gonçalves, MH. "A simulation study to assess statistical approaches for longitudinal count data". 2014.
  2. Gonçalves, Maria. "Incomplete longitudinal binary responses in marginal model". 2014.
Journal article
  1. "Wasting, Stunting, and Anemia in Angolan Children after Deworming with Albendazole or a Test-and-Treat Approach for Intestinal Parasites: Binary Longitudinal Models with Temporal Structure in a Four-Arm Randomized Trial". Nutrients 14 11 (2022): 2185-2185. http://dx.doi.org/10.3390/nu14112185.
    10.3390/nu14112185
  2. Gonçalves, M. Helena; Cabral, M. Salomé. "cold: An R Package for the Analysis of Count Longitudinal Data". Journal of Statistical Software 99 3 (2021): http://dx.doi.org/10.18637/jss.v099.i03.
    Published • 10.18637/jss.v099.i03
  3. Gonçalves, M. Helena; Cabral, M. Salomé. "ON FITTING GENERALIZED LINEAR MIXED EFFECTS MODELS FOR LONGITUDINAL BINARY DATA USING DIFFERENT CORRELATION STRUCTURES". Revstat 16 4 (2018): 487-514. https://www.ine.pt/revstat/pdf/REVSTAT_v16-n4-6.pdf.
    Published
  4. Helena Gonçalves, M.; Salomé Cabral, M.; Azzalini, A.. "The R package bild for the analysis of binary longitudinal data". Journal of Statistical Software 46 9 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84857433843&partnerID=MN8TOARS.
  5. Gonçalves, M.H.; Azzalini, A.. "Using Markov chains for marginal modelling of binary longitudinal data in an exact likelihood approach". Metron 66 2 (2008): 157-181. http://www.scopus.com/inward/record.url?eid=2-s2.0-60849138806&partnerID=MN8TOARS.
  6. Gonçalves, M.H.; Salomé Cabral, M.; Carme Ruiz de Villa, M.; Escrich, E.; Solanas, M.. "Likelihood approach for count data in longitudinal experiments". Computational Statistics and Data Analysis 51 12 (2007): 6511-6520. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547166588&partnerID=MN8TOARS.
    10.1016/j.csda.2007.03.002

Other

Other output
  1. cold: Count Longitudinal Data. An R package to perform regression analysis for longitudinal count data.. 2021. Gonçalves, M. Helena. https://CRAN.R-project.org/package=cold.
  2. bild: A Package for BInary Longitudinal Data. CRAN - Package bild. 2020. Gonçalves, M. Helena (8D1A-6263-EDFD); Cabral, M. Salomé; Adelchi Azzalini. https://CRAN.R-project.org/package=bild.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2019 Modelling longitudinal binary data XXVI Jornadas de Classificação e Análise de Dados (JOCLAD 2019)
Instituto Politécnico de Viseu (Viseu, Portugal)
2017 Performance of statistical approaches to model binary responses in longitudinal studies Data Science, Statistics and Visualisation (DSSV 2017)
Instituto Superior Técnico (Lisboa, Portugal)
2015 Método de Monte Carlo e integração numérica na análise de dados longitudinais não-Gaussianos com estrutura de correlação Markoviana XXII Congresso da Sociedade Portuguesa de Estatística
Universidade do Algarve (Olhão, Portugal)
2014 Incomplete longitudinal binary responses in marginal model 21st International Conference on Computational Statistics (COMPSTAT2014)
COMPSTAT 2014 (Geneve, Switzerland)
2014 A simulation study to assess statistical approaches for longitudinal count data 21st International Conference on Computational Statistics (COMPSTAT2014)
COMPSTAT 2014 (Geneve, Switzerland)
2013 cold: a package for Count Longitudinal Data The R User Conference, useR! 2013 July 10-12 2013
University of Castilla-La Mancha, Albacete, Spain (Albacete, Spain)
2012 Missing data in longitudinal binary responses 5th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM 2012)
University of Oviedo (Oviedo, Spain)
2010 bild: a package for BInary Longitudinal Data UseR! 2010
National Institute of Standards and Technology (NIST) (Gaithersburg, United States)
2010 Analysis of Longitudinal Binary Responses 19th International Conference on Computational Statistics (COMPSTAT 2010)
Conservatoire National des Arts et Métiers (CNAM) and the french National Institute for research in computer science and control (INRIA) (Paris, France)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2014 - 2014 O ensino de matemática e a educação financeira
Supervisor
 Ensino das Ciências no 3.º C do Ens Básico e no Ens Secundário (Master)
Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2019 Malnutrition and enteric infections in children in Bengo province, Angola – a four-arm experimental study
Thesis Member
 Carolina Bastos Gasparinho Antero da Silva (PhD)
Universidade Nova de Lisboa Instituto de Higiene e Medicina Tropical, Portugal
2018 Judicialização do direito à saúde: Análise da influência da ação de tutela no acesso aos cuidados de saúde em Medellín - Colômbia 2011-2014
Thesis Member
 Diego Alexander Gómez Ceballos (PhD)
Universidade Nova de Lisboa Instituto de Higiene e Medicina Tropical, Portugal
2012 Tanto para ensinar, outro tanto para aprender!
Thesis Member
 Mónica Alexandra Correia Martins Pinto (Master)
Universidade do Algarve, Portugal