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Rui Martins is Auxiliary Professor at the Faculty of Sciences of the University of Lisbon. He obtained his PhD degree in Probability and Statistics in 2013 in the same university and is currently responsible for the seminars in Probability and Statistics at Centre for Statistics and Applications at the University of Lisbon (CEAUL). He has been enrolled in several research projects mainly in the field of statistics and epidemiology with emphasis on Bayesian methodology and Generalized Linear Models. His published works approach problems about age estimation, Bayesian inference, density estimation, kernel estimation, longitudinal data, survival analysis, spatial analysis, missing data and copulas. He has been teaching Linear Models, Epidemiology, Statistical Laboratory and Statistics in the Science and Society.
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Identification

Personal identification

Full name
Rui Manuel da Costa Martins

Citation names

  • Martins, R.

Author identifiers

Ciência ID
2414-7B17-9660
ORCID iD
0000-0003-1862-7066
Google Scholar ID
DujvRgkAAAAJ&hl=pt-PT
Researcher Id
K-4635-2013
Scopus Author Id
57226265834

Knowledge fields

  • Exact Sciences - Mathematics - Statistics and Probability

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Intermediate (B1) Advanced (C1) Intermediate (B1) Intermediate (B1)
Affiliation

Science

Category
Host institution 		Employer
2019 - 2020 Researcher (Research) Universidade de Coimbra, Portugal
Universidade de Coimbra Faculdade de Psicologia e de Ciências da Educação, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2020 - Current Assistant Professor (University Teacher) Universidade de Lisboa Departamento de Estatística e Investigação Operacional, Portugal
2015/09/01 - 2020 Assistant Professor (University Teacher) Instituto Superior de Ciências da Saúde Egas Moniz, Portugal
2014/01/01 - 2020 Teacher Coordinator (Polytechnic Teacher) Escola Superior de Saúde Egas Moniz, Portugal
2005/10/01 - 2013/12/31 Adjunct Teacher (Polytechnic Teacher) Escola Superior de Saúde Egas Moniz, Portugal
Projects

Grant

Designation Funders
2010/01 - 2014/12 Pest-OE/MAT/UI0006/2011
Pest-OE/MAT/UI0006/2011
 Fundação para a Ciência e Tecnologia
2010/01 - 2014/12 Statistical Methods in Environmental and Epidemiological Processes.
PTDC/MAT/118335/2010
 Fundação para a Ciência e Tecnologia (FCT)
2010/01 - 2014/12 Statistical Methods in Environmental and Epidemiological Processes.
PTDC/MAT/118335/2010
 Fundação para a Ciência e Tecnologia (FCT)

Contract

Designation Funders
2022/01/01 - 2024/12/31 A giant on the water: from predation pressure to population control of the European catfish Silurus glanis
PTDC/ASP-PES/4181/2021
FCiênciasID Associação para a Investigação e Desenvolvimento de Ciências, Portugal

Centro de Ciências do Mar e do Ambiente, Portugal

Instituto Politécnico de Santarém, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2019 - 2024 COST Action Riseup-PPD - Research Innovation and Sustainable PanEuropean Network in Peripartum Depression Disorder
CA18138
Other
Universidade de Coimbra Centro de Investigação do Núcleo de Estudos e Intervenção Cognitivo-Comportamental, Portugal
Ongoing
2016/01/01 - 2019/12/31 UID/BIM/04585/2016
UID/BIM/04585/2016
Researcher
Centro de Investigação Interdiscilpinar Egas Moniz (CiiEM), Portugal
 Fundação para a Ciência e Tecnologia (FCT)
Ongoing
2012/01/01 - 2014/12/31 Statistical Methods in Environmental and Epidemiological Processes
PTDC/MAT/118335/2010
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 6 - 2011-2012
PEst-OE/MAT/UI0006/2011
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2020/01/01 - Current 10.54499/UIDB/00006/2020
10.54499/UIDB/00006/2020
Researcher
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Ongoing
2019 - 2022 SHSADReM - Addressing Social and Health Challenges through new developments in Structured Additive Distributional Regression Models
POCI-01-0145-FEDER-029443
Researcher
Universidade de Coimbra Centro de Investigação do Núcleo de Estudos e Intervenção Cognitivo-Comportamental, Portugal
 Fundação para a Ciência e Tecnologia (FCT)
Ongoing
2020/01/01 - 2020/12/31 UID/MAT/00006/2020
UID/MAT/00006/2020
Researcher
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Ongoing
2012 - 2014 Bayesian Analysis and Spatial-Temporal models
Pest-OE/MAT/UI0006/2011
PhD Student Fellow
Universidade de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Martins, Rui. "A Bayesian Joint Dispersion Model with Flexible Links". In Bayesian Statistics in Action, 39-49. Cham: Springer International Publishing, 2017.
    Published • 10.1007/978-3-319-54084-9_5
Conference abstract
  1. Martins, Rui. "Pharmacogenetic: characterization of phase I drug-metabolising enzymes polymorphisms in a HIV-infected Portuguese population". 2018.
    10.1080/07853890.2018.1427445
  2. Martins, R.. "Modelação Conjunta com Dispersão e Ligações Flexíveis". Paper presented in XXII Congresso da Sociedade Portuguesa de Estatística, Olhão, 2015.
    Published
  3. Martins, R.. "Joint Modelling with Dispersion and Flexible Links". Paper presented in Workshop on Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics, Warwick, 2015.
    Published
  4. Giovani Loiola da Silva; Martins, Rui Manuel da Costa. "A JOINT ANALYSIS OF COUNTS AND SEVERITY WITH ZERO - INFLATED DATA". Paper presented in XX Simpósio Nacional de Probabilidades e Estatística, João Pessoa, 2012.
    Published
  5. Martins, Rui Manuel da Costa. "Spatial Joint Analysis of Longitudinal and Survival AIDS Data in Brazil". Paper presented in Workshop on Bayesian Inference for Latent Gaussian Models, Zurich, 2011.
    Published
  6. Martins, Rui Manuel da Costa; Schmitt, Aurore. "Révision de la méthode proposée par Schmitt (2005) pour estimer l’âge au décès des adultes à partir de la surface sacro-pelvienne iliaque". Paper presented in XXXème Colloque Groupement des Anthropologues de Langue Française, Dakar, Sénégal, 18-21/5/11, Dakar, 2011.
    Published
  7. Giovani Loiola da Silva; Martins, Rui Manuel da Costa. "Joint analysis of longitudinal and survival AIDS data in Brazil". Paper presented in XII Escola de Modelos de Regressão, Fortaleza - Brazil, 2011.
    Published
  8. Martins, Rui Manuel da Costa. "Bayesian Joint Analysis of Longitudinal and Survival AIDS Data in Brazil". Paper presented in Workshop: Statistical Modelling: Challenges in Health" May 9th-12th 2010 Lisboa, Lisboa, 2010.
    Published
  9. Martins, Rui Manuel da Costa. "Joint analysis of longitudinal and survival data: bayesian approach". Paper presented in XVIII Congresso da Sociedade Portuguesa de Estatística, São Pedro Sul, 2010.
    Published
  10. Martins, Rui Manuel da Costa. "Spatial Joint Analysis of Longitudinal and Survival AIDS Data in Brazil". Paper presented in V International Workshop on Spatio-Temporal Modelling (METMAV), Santiago de Compostela, 2010.
    Published
Conference paper
  1. Martins, Rui; Lopes, Inês; Caldeira, Jorge; Mendes, José João. "Teeth aesthetic improvement using a Bayesian spatial joint analysis for independent regular lattices". 2017.
  2. Martins, Rui. "A Bayesian joint dispersion model with flexible links". 2016.
  3. Martins, Rui; Silva, Giovani; Andreozzi, Valeska. "Joint analysis of longitudinal and survival AIDS data with a spatial fraction of longterm survivors: a Bayesian approach". 2016.
  4. Martins, Rui. "Joint modelling of longitudinal and survival Data". 2016.
  5. Fernandes, A.; Cruz, J. P.; Martins, R.; Morais, J. G.; Ribeiro, A. C.. "CYP3A5 genetic polymorphism in HIV-patients". 2015.
  6. Tomaz, R.; Fernandes, A.; Cruz, J. P.; Martins, R.; Morais, J. G.; Ribeiro, A. C.. "Searching relevant polymorphisms of CYP2B6 in HIV infected patients". 2015.
  7. Martins, Rui. "Joint dispersion model with a flexible link". 2015.
  8. Martins, Rui. "Survival analysis with internal covariates modelled using a longitudinal dispersion model and flexible links". 2015.
  9. Martins, Rui Manuel da Costa; Giovani Loiola da Silva; Valeska Andreozzi Félix. "Bayesian joint analysis of longitudinal and survival data with a spatial cure fraction: application to a HIV study". Paper presented in I Encontro Português de Biometria e I Encontro Luso-Galaico de Biometria, Braga, 2013.
    Published
  10. Martins, R.; Giovani Loiola da Silva; Valeska Andreozzi Félix. "Bayesian joint spatial analysis of longitudinal and survival data with application to the study of HIV/AIDS in Brazil". Paper presented in XX congresso da Sociedade Portuguesa de Estatística, Porto, 2012.
    Published
Conference poster
  1. Martins, R.; Polidoro, Maria. "Longitudinal Analysis of Antibodies Immune Responses In Kidney Transplant Recipients After Severe Acute Respiratory Syndrome Coronavirus 2". Paper presented in ESOT Congress – The International Transplat Congress 2023, Athens, 2023.
  2. Martins, R.; Kneib, Thomas; Klein, Nadja; Bruno de Sousa. "Consequences of not completting the generational cohort in estimating age-atmenopause". Paper presented in 37th International Workshop on Statistical Modelling, Dortmund, Germany, 17-21 July 2023, 2023.
  3. Martins, R.. "The influence of polymorphisms MMP8 -799 C>T and MMP9 -1562 C>T towards periodontitis susceptibility in a Portuguese population of Egas Moniz Dental Clinic users". Paper presented in 6th Egas Moniz International scientific congress, 2023.
  4. Martins, R.. "Matrix Metalloproteinase 9 Polymorphism (MMP-9-1562C>T) and Periodontitis Susceptibility: a pilot study conducted in a portuguese population". Paper presented in SEPA/FPP Congress of Periodontology and Oral Health, May 31 – June 3, Seville, Spain, 2023.
  5. Martins, R.; SOUSA, LISETE. "Modelling the population dynamics of the Blackspot Seabream (Pagellus Bogaraveo) on the Portuguese coast". Paper presented in 36th International Workshop on Statistical Modelling, 2022.
  6. Martins, R.. "Should children with exercise induced intra-ventricular gradients, be treated with beta-blockers". Paper presented in EuroEcho 2019 - Cardiomyopathies and Imaging in Acute Cardiac Care, 2019.
  7. Martins, R.. "Treadmill exercise stress echocardiography in children; our experience". Paper presented in EuroEcho 2019 - Cardiomyopathies and Imaging in Acute Cardiac Care, 2019.
  8. Martins, R.. "O menor e a compreensão da informação". Paper presented in 5th International Conference on Neuroethics – Health Neuroscience: the role of Ethics in the definition of a New Field, 2019.
  9. Martins, R.. "Tradução, Adaptação e Validação do Questionário de Compressão (ICC) para Língua Portuguesa". Paper presented in Research and Innovation in Human and Health Sciences, 3rd International Congress CiiEM, 2018.
  10. Martins, R.. "Evaluating polar and non-polar solvents extraction efficiency of gunpowder components by FTIR". Paper presented in Research and Innovation in Human and Health Sciences, 3rd International Congress CiiEM, 2018.
  11. Martins, R.. "Variability in the UDP-glucuronosyltransferase 1A1 (UGT1A1) promotor in a HIV-infected Portuguese population". Paper presented in Research and Innovation in Human and Health Sciences, 3rd International Congress CiiEM, 2018.
  12. Martins, R.. "Teeth aesthetic improvement using a Bayesian spatial joint analysis for independent regular lattices". Paper presented in GeoMed 2017 - Deeper insight from big data and small areas, 2017.
  13. Martins, R.. "Pharmacogenetic: characterization of phase I drugmetabolising enzymes polymorphisms in a HIV-infected Portuguese population". Paper presented in Translational Research and Innovation in Human and Health Sciences, 2nd International Congress CiiEM, 2017.
  14. Martins, R.. "Single Nucleotide Polymorphisms of Antiretroviral Therapy: A Portuguese Population Study". Paper presented in Ciência, 2016.
  15. Martins, R.. "Joint Analysis of Longitudinal and Survival AIDS Data with a Spatial Fraction of Long-term Survivors: A Bayesian Approach". Paper presented in Workshop: Joint Modelling and Beyond, 2016.
  16. Martins, R.. "Joint Dispersion Model with a Flexible Link". Paper presented in Workshop on Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics, 2015.
  17. Martins, Rui Manuel da Costa. "Bayesian Joint Analysis of Longitudinal and Survival AIDS Data in Brazil". Paper presented in STAM2010 - Statistical Modelling: Challenges in Health, 2010.
  18. Martins, Rui Manuel da Costa. "Joint Analysis of Longitudinal and Survival AIDS Data in Brazil". Paper presented in V International Workshop on Spatio-Temporal Modelling (METMAV), 2010.
  19. Martins, Rui Manuel da Costa. "Non parametric calibration in the estimation of age-at-death". Paper presented in Congresso Anual da Sociedade Portuguesa de Estatística, 2005.
Journal article
  1. Nuno Cotrim; Hugo M. Café; Jorge Guardado; Pedro Cordeiro; Hortense Cotrim; Rui Martins; Luís Baquero; Carlos Cotrim. "Clinical Application of Exercise Stress Echocardiography in an Outpatient Pediatric Population". Journal of Clinical Medicine (2024): http://dx.doi.org/10.3390/jcm13082191.
    10.3390/jcm13082191
  2. Vitor Rodrigues; Rui Martins; Bruno de Sousa. "Spatio-temporal trends of the age-at-menarche percentiles among Portuguese women since 1920". BMC Women's Health 23 1 (2023): http://dx.doi.org/10.1186/s12905-023-02608-5.
    10.1186/s12905-023-02608-5
  3. Rui Martins; Bruno de Sousa; Vítor Rodrigues. "The geography of the age at menopause in central Portugal since the early twentieth century". Scientific Reports 12 1 (2022): http://dx.doi.org/10.1038/s41598-022-25475-w.
    10.1038/s41598-022-25475-w
  4. Martins, Rui; Sousa, Bruno de; Kneib, Thomas; Hohberg, Maike; Klein, Nadja; Duarte, Elisa; Rodrigues, Vítor. "Is age at menopause decreasing? – The consequences of not completing the generational cohort". BMC Medical Research Methodology 22 1 (2022): http://dx.doi.org/10.1186/s12874-022-01658-x.
    10.1186/s12874-022-01658-x
  5. de Melo, TP; Delgado, AHS; Martins, R; Lassila, L; Garoushi, S; Caldeira, J; Azul, AM; Vallittu, P. "Can Specular Gloss Measurements Predict the Effectiveness of Finishing/Polishing Protocols in Dental Polymers? A Systematic Review and Linear Mixed-effects Prediction Model". Operative Dentistry 47 3 (2022): E131-E151. http://dx.doi.org/10.2341/21-027-lit.
    10.2341/21-027-lit
  6. Martins, R.. "Contemporary Management of Severe Symptomatic Aortic Stenosis". Journal of the American College of Cardiology 78 22 (2021): 2131-2143. http://dx.doi.org/10.1016/j.jacc.2021.09.864.
    Published • 10.1016/j.jacc.2021.09.864
  7. "Characterization of CYP2C19*17 Polymorphism in a Portuguese Population Sample Relevant for Proton Pump Inhibitor Therapy—A Pilot Study". Medical Sciences Forum 5 1 (2021): 19-19. http://dx.doi.org/10.3390/msf2021005019.
    10.3390/msf2021005019
  8. Hortense Cotrim; Cristina Granja; Ana Sofia Carvalho; Carlos Cotrim; Rui Martins. "Children’s Understanding of Informed Assents in Research Studies". Healthcare 9 7 (2021): 871-871. https://doi.org/10.3390/healthcare9070871.
    10.3390/healthcare9070871
  9. Martins, R.. "Dynamic prediction based on variability of a longitudinal biomarker". BMC Medical Research Methodology 21 1 (2021): http://dx.doi.org/10.1186/s12874-021-01294-x.
    10.1186/s12874-021-01294-x
  10. Rui Martins. "A flexible link for joint modelling longitudinal and survival data accounting for individual longitudinal heterogeneity". Statistical Methods & Applications (2021): https://doi.org/10.1007/s10260-021-00566-6.
    10.1007/s10260-021-00566-6
  11. Rui Martins; Jorge Caldeira; Inês Lopes; José João Mendes. "Improving teeth aesthetics using a spatially shared-parameters model for independent regular lattices". Journal of Applied Statistics (2020): https://doi.org/10.1080/02664763.2020.1724273.
    10.1080/02664763.2020.1724273
  12. Marques, Pedro; Dores, Gonçalo; Costa, Cláudia; Pereira, Ângela Maria; Rodrigues, Inês; Martins, Rui; Cordeiro, Tiago; Eurico, João. "Translation and cultural adaptation of the ICC-compression questionnaire for Portuguese language". Annals of Medicine 51 sup1 (2019): 213-213. http://dx.doi.org/10.1080/07853890.2018.1560720.
    10.1080/07853890.2018.1560720
  13. Martins, R.. "Evaluating polar and non-polar solvents extraction efficiency of gunpowder components by FTIR". Annals of Medicine (2019): http://dx.doi.org/10.1080/07853890.2018.1562751.
    10.1080/07853890.2018.1562751
  14. Martins, R.. "Variability in the UDP-glucuronosyltransferase 1A1 (UGT1A1) promotor in a HIV-infected Portuguese population". Annals of Medicine (2019): http://dx.doi.org/10.1080/07853890.2018.1561724.
    10.1080/07853890.2018.1561724
  15. Martins, Rui Manuel da Costa. "Learning the principles of simulation using the birthday problem". Teaching Statistics 40 3 (2018): 108-111. http://dx.doi.org/10.1111/test.12164.
    10.1111/test.12164
  16. Martins, Rui. "Bayesian Model Averaging in seeking for the best polishing-resin combination and its impact on teeth surface roughness and gloss". Annals of Medicine 50 Sup1 (2018): S100. https://www.tandfonline.com/doi/abs/10.1080/07853890.2018.1427445.
    Published
  17. Martins, Rui. "`Pharmacogenetic: characterization of phase I drug-metabolising enzymes polymorphisms in a HIV-infected Portuguese population". Annals of Medicine 50 Sup1 (2018): S35. https://www.tandfonline.com/doi/abs/10.1080/07853890.2018.1427445.
    Published
  18. Martins, Rui. "Frequency of PXR 63396C > T polymorphism in Portuguese HIV-1 infected patients subject to Atazanavir treatment". Annals of Medicine 50 Sup1 (2018): S43. https://www.tandfonline.com/doi/abs/10.1080/07853890.2018.1427445.
    Published
  19. Martins, Rui; Lopes, Ines; Caldeira, Jorge; Mendes, Jose. "Bayesian model averaging in seeking for the best polishing-resin combination and its impact on teeth surface roughness and gloss". Annals of Medicine (2018): https://publons.com/publon/11565532/.
  20. Azenha, G.; Fernandes, A.; Cruz, J. P.; Bandarra, S.; Mascarenhas, P.; Bekman, E.; Morais, J. G.; et al. "Frequency of PXR 63396C > T polymorphism in Portuguese HIV-1 infected patients subject to Atazanavir treatment". Annals of Medicine (2018): https://publons.com/publon/4014719/.
  21. Susana Bandarra. "Pharmacogenetic: characterization of phase I drug-metabolising enzymes polymorphisms in a HIV-infected Portuguese population". Annals of Medicine (2018): https://publons.com/publon/4014716/.
  22. Martins, R.. "Learning the principles of simulation using the birthday problem". Teaching Statistics (2018): https://publons.com/publon/2800973/.
    10.1111/TEST.12164
  23. Rui Martins; Giovani L. Silva; Valeska Andreozzi. "Joint analysis of longitudinal and survival AIDS data with a spatial fraction of long-term survivors: A Bayesian approach". Biometrical Journal 59 6 (2017): 1166-1183. https://doi.org/10.1002/bimj.201600159.
    10.1002/bimj.201600159
  24. Martins, Rui; Silva, Giovani L.; Andreozzi, Valeska. "Joint analysis of longitudinal and survival AIDS data with a spatial fraction of long-term survivors: A Bayesian approach". Biometrical Journal (2017): https://publons.com/publon/2800971/.
    10.1002/BIMJ.201600159
  25. Martins, Rui; Silva, Giovani L.; Andreozzi, Valeska. "Bayesian joint modeling of longitudinal and spatial survival AIDS data". Statistics in Medicine na (2016): n/a-n/a. http://onlinelibrary.wiley.com/doi/10.1002/sim.6937/full.
    Published • 10.1002/sim.6937
  26. Martins, Rui; Silva, Giovani L.; Andreozzi, Valeska. "Bayesian joint modeling of longitudinal and spatial survival AIDS data". Statistics in Medicine (2016): https://publons.com/publon/281367/.
    10.1002/SIM.6937
  27. Martins, Rui; Oliveira, Paulo Eduardo; Schmitt, Aurore. "Estimation of age at death from the pubic symphysis and the auricular surface of the ilium using a smoothing procedure". Forensic Science International 219 1 (2012): 2871-2877. http://www.fsijournal.org/article/S0379-0738%2811%2900566-4/abstract.
    Published • 10.1016/j.forsciint.2011.11.031
  28. Martins, Rui Manuel da Costa; Schmitt, Aurore; Oliveira, Paulo Eduardo. "Révision de la méthode proposée par Schmitt (2005) pour estimer l’âge au décès des adultes à partir de la surface sacro-pelvienne iliaque". Antropo 27 (2012): 57-61. http://www.didac.ehu.es/antropo/27/27-9/Martins.pdf.
    Published
  29. Martins, R.. "Efficacy of beta-blocker therapy in symptomatic athletes with exercise-induced intra-ventricular gradients.". Cardiovascular ultrasound (2010): http://www.biomedcentral.com/1476-7120/8/38.
    10.1186/1476-7120-8-38
Manual
  1. Martins, Rui Manuel da Costa. Colectânea de Exercícios de apoio às aulas práticas. Portugal. 2008.
  2. Martins, Rui Manuel da Costa. Apontamentos de Bioestatística I e Bioestatística II. Portugal. 2007.
Report
  1. Martins, Rui. 2016. Joint Dispersion Model with a Flexible Link.
  2. Martins, R.; Martins, Rui. 2016. Joint Dispersion Model with a Flexible Link. http://arxiv.org/abs/1604.08853.
  3. Martins, Rui Manuel da Costa. 2014. Bayesian Joint Analysis of Longitudinal and Survival AIDS Data with a Spatial Fraction of Long-term Survivors. http://www.ceaul.fc.ul.pt/notas.html?ano=2014.
  4. Martins, Rui Manuel da Costa; Giovani Loiola da Silva; Valeska Andreozzi Félix. 2012. Spatial Joint Analysis of Longitudinal and Survival AIDS Data in Brazil. http://www.ceaul.fc.ul.pt/notas.html?ano=2012.

Other

Other output
  1. Bayesian joint modeling of longitudinal and spatial survival AIDS data. "Joint analysis of longitudinal and survival data has received increasing attention in the recent years, especially for analyzing cancer and AIDS data. As both repeated measurements (longitudinal) and time-to-event (survival) outcomes are observed in an individual, a joint modeling is more appropriate because it takes into account the dependence between the two types of responses, which are often. 2016. Martins, Rui; Silva, Giovani L.; Andreozzi, Valeska. http://hdl.handle.net/10400.26/17916.
    Martins, R., Silva, G. L., and Andreozzi, V. (2016) Bayesian joint modeling of longitudinal and spatial survival AIDS data. Statist. Med., 35: 3368–3384. doi: 10.1002/sim.6937
  2. Joint dispersion model with a flexible link. "The objective is to model longitudinal and survival data jointly taking into account the dependence between the two responses in a real HIV/AIDS dataset using a shared parameter approach inside a Bayesian framework. We propose a linear mixed effects dispersion model to adjust the CD4 longitudinal biomarker data with a between-individual heterogeneity in the mean and variance. In doing so we are r. 2016. Martins, Rui. http://hdl.handle.net/10400.26/17914.
  3. Estimation of age at death from the pubic symphysis and the auricular surface of the ilium using a smoothing procedure. "We discuss here the estimation of age at death from two indicators (pubic symphysis and the sacro-pelvic surface of the ilium) based on four different osteological series from Portugal, Great- Britain, South Africa or USA (European origin). These samples and the scoring system of the two indicators were used by Schmitt et al. (2002), applying the methodology proposed by Lucy et al. (1996). In the. 2012. Martins, Rui; Oliveira, Paulo Eduardo; Schmitt, Aurore. http://hdl.handle.net/10400.26/5751.
    Forensic Sci Int. 2012 Jun 10;219(1-3):287.e1-7. doi: 10.1016/j.forsciint.2011.11.031
  4. Package developed for the R programming language - "age.estimate". Software. 2008. Martins, R..
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/02/28 The evaluation of clinical prediction models – methodological pitfalls illustrated with an application to peripartum depression meeting of the German Biometric Society, 28th Feb – 3rd Mar February, Luebeck
German Biometric Society (Luebeck, Germany)
2023/10/12 Longitudinal antibody kinetics in kidney transplant recipients who recovered from severe acute respiratory syndrome coronavirus 2 infection XXVI SPE congress, 11th-14th October, Guimarães
SPE (Guimarães, Portugal)
2023/10/11 Bayesian prediction of football outcomes – Application to the Portuguese 1st League XXVI SPE congress, 11th-14th October, Guimarães
SPE (Guimarães, Portugal)
2021/12/09 Is age at menopause decreasing? Imputing information with a bivariate copula in a non-ignorable missing values scenario. XXVIII Conference on Data Classification and Analysis (JOCLAD2021)
Portuguese Association of Data Classification and Analysis (CLAD) (Covilhã, Poland)
2021/10/13 Modeling the population dynamics of the Blackspot Seabream - a Bayesian state-space model XXV Congress of the Portuguese Statistical Society
Portuguese Statistical Society (Évora, Portugal)
2021/04/05 mputing information with a bivariate copula in a non-ignorable missing values scenario Seminar at Faculty of Sciences and Technology - Nova University
Nova University of Lisbon (Almada, Portugal)
2020/02/13 Spatio-temporal trends of the age-at-menarche percentiles among Portuguese women since 1920 Jornadas de Estatística Médica, 1st Edition
Faculdade de Ciências da Universidade de Lisboa (Lisboa, Portugal)
2019/11/08 Imputing information with a bivariate copula in a nonignorable missing values scenario XXIV SPE congress
Instituo Politécnico do Porto (Amarante, Portugal)
2018/06/28 Analysis of Clustered Ordinal Spatial Periodontal Data Using a Non-parametric Spatial Model for Independent Lattices III Portuguese-Galician Meeting of Biometry, EBio2018
Sociedade Portuguesa de estatística (Aveiro, Portugal)
2017 Bayesian model averaging in seeking for the best polishing-resin combination and its impact on teeth surface roughness and gloss Translational Research and Innovation in Human and Health Sciences, 2nd International Congress CiiEM
Centro de Investigação Interdisciplinar Egas Moniz (Almada, Portugal)
2016 A Bayesian Joint Dispersion Model with Flexible Links 3º BAYSM 2016
(Folrença, Portugal)
2015 Modelação Conjunta com Dispersão e Ligações Flexíveis XXII Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística (Olhão, Portugal)
2013 Bayesian joint analysis of longitudinal and survival data with a spatial cure fraction: application to a HIV study I Encontro Português de Biometria e I Encontro Luso-Galaico de Biometria
Sociedade Portuguesa de Estatística (SPE) e Sociedade Galega para a Promoción da Estatística e Investigación de Operacións (SGAPEIO) (Braga, Portugal)
2012 Bayesian Spatial Joint Analysis of Longitudinal and Survival data including long-term survivors XX Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística (Porto, Portugal)
2011 Bayesian joint analysis of longitudinal and survival data Análise conjunta Bayesiana de dados longitudinais e de sobrevivência
Departamento de Métodos Estatísticos do Instituto de Matemática da Universidade Federal do Rio de Janeiro (Rio de Janeiro, Portugal)
2011 Bayesian joint analysis of longitudinal and survival AIDS data Symposium on Recent Advances in Methods for the Analysis of Panel Data
ISCTE (Lisboa, Portugal)
2010 Joint analysis of longitudinal and survival data: Bayesian approach. XVIII Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística (São Pedro do Sul, Portugal)
2005 Non parametric calibration in the estimation of age-at-death Seminário
Departamento de Matemática da Universidade de Coimbra (Coimbra, Portugal)
2002 Mathematics, Professions and flower beds II Encontro de Estágios Pedagógicos de Matemática
Departamento de Matemática da Universidade de Coimbra (Coimbra, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2020/09/01 - Current Bayesian Methods applied to Mediation Analysis
Supervisor
 PhD in Staatistics and Operations Research (PhD)
Deparatamento de Estatística e Investigação Operacional da Faculdadede Ciências da Universidade de Lisboa, Portugal
2021 - 2023 Métodos de Previsão na análise de Nascimentos Prematuros
Supervisor
 Master (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2021 - 2023 Modelos bayesianos a espaços de estados aplicados à predição de resultados de futebol
Supervisor
 Master (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2020 - 2021 Avaliação da doença Periodontal ao longo do tempo
Supervisor
 Master (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2019 - 2020 “Métodos de análise de variância e regressão na avaliação do desenvolvimento da doença periodontal
Supervisor
 Applied Mathematics to the economy and business (Master)
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2021/12/09 - Current XXVIII Conference on Data Classification and Analysis (JOCLAD2021), which will take place from December 9th to 11th, 2021, in Covilhã.
Conference
 XXVIII Conference on Data Classification and Analysis (JOCLAD2021)
Universidade da Beira Interior, Portugal
2021/10/13 - Current XXV Congress of the Portuguese Statistical Society October, 13 – 16, 2021 | Évora
Congress
 XXV Congress of the Portuguese Statistical Society October, 13 – 16, 2021 | Évora
Universidade de Évora, Portugal
2020/02/12 - Current Medical Statistics journeys, 1st Edition, 12th-13th Feb
Conference
 Medical Statistics journeys, 1st Edition,
Centro de Estatística e Aplicações da Faculdade de Ciências da Universidade de Lisboa, Portugal
2019/11/06 - Current XXIV Congresso da Sociedade Portuguesa de Estatística, 6-9 de Novembro, Amarante
Congress
 XXIV Congress of the Portuguese Statistical society
Instituto Politécnico do Porto, Portugal
2019/09/09 - Current Main meeting 1, Research network in Peripartum Depression Disorder (Riseup-PPD COST Action)'', 9th-10th Sep, Coimbra, Portugal
Congress
 Main meeting 1, Research network in Peripartum Depression Disorder (Riseup-PPD COST Action)'',
Universidade de Coimbra, Portugal
2018/06/28 - Current III Portuguese-Galician Meeting of Biometry, EBio2018, 28th-30th June 2018
Conference
 III Portuguese-Galician Meeting of Biometry, EBio2018
Universidade do Minho - Campus de Azurém, Portugal
2018/06/02 - Current Health, Well-Being and Ageing in the 21st Century, 4th International Congress CiiEM'', 2nd-5th June, Almada, Portugal
Congress
 Health, Well-Being and Ageing in the 21st Century, 4th International Congress CiiEM''
Centro de Investigação Interdiscilpinar Egas Moniz (CiiEM), Portugal
2017/10/18 - Current XXIII Congress of the Portuguese Statistical Society, 18-21 de Oct.
Congress
 XXIII Congress of the Portuguese Statistical Society
2017/09/07 - Current International Conference on Spatial Statistics, Spatial Epidemiology & Spatial Aspects of Public Health Deeper insight from big data and small areas 7 - 9 September 2017 | i3S - Porto, Portugal GeoMed 2017 - Deeper insight from big data and small areas
Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
2017/06/11 - Current Translational Research and Innovation in Human and Health Sciences, 2nd International Congress CiiEM'', 11th-13th June, Almada, Portugal
Congress
 Translational Research and Innovation in Human and Health Sciences, 2nd International Congress CiiEM''
Centro de Investigação Interdiscilpinar Egas Moniz (CiiEM), Portugal
2017/01/27 - Current One-day Workshop on Survival Analysis (WSA2017)'', 27th January, University of Lisbon
Conference
 One-day Workshop on Survival Analysis (WSA2017)''
Centro de Estatística e Aplicações da Faculdade de Ciências da Universidade de Lisboa, Portugal
2016 - 2016 3º BAYSM 2016, 20th-21th Jun, Florence, Italy.
Congress
 3º BAYSM 2016, 20th-21th Jun, Florence, Italy
2015 - 2015 XXII Congresso da Sociedade Portuguesa de Estatística
Congress
 XXII Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística, Portugal
2015 - 2015 Workshop on Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics
Workshop
 Workshop on Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics
University of Warwick, Portugal
2015 - 2015 From Basic Sciences to Clinical Research - First international Congress of CiiEM
Congress
 http://congress2015.ciiem-egasmoniz.net/
Centro de Investigação Interdiscilpinar Egas Moniz (CiiEM), Portugal
2014 - 2014 Short course – “Flexible Bayesian Methods for Diagnosis and ROC Curve Estimation”
Workshop
 Short course – “Flexible Bayesian Methods for Diagnosis and ROC Curve Estimation”
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
2014 - 2014 Short course – “Flexible Bayesian Methods for Diagnosis and ROC Curve Estimation”
Seminar
 Short course – “Flexible Bayesian Methods for Diagnosis and ROC Curve Estimation”
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
2013 - 2013 Short course: Introduction to Bayesian Item Response Modeling
Other
 Short course: Introduction to Bayesian Item Response Modeling
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
2013 - 2013 Incomplete Categorical Data Analysis
Workshop
Sociedade Portuguesa de Estatística (SPE); Sociedade Galega para a Promoción da Estatística e Investigación de Operacións (SGAPEIO), Portugal
2013 - 2013 Short course – “Incomplete Categorized Data Analysis”
Workshop
 I Encontro de Biometria Português
Universidade do Minho, Portugal
2012 - 2012 Statistics in Clinical Trials
Other
 Course in Statistics in Clinical Trials
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2012 - 2012 VI International Workshop on Spatio-Temporal Modelling (METMAVI)
Congress
 VI International Workshop on Spatio-Temporal Modelling (METMAVI)
Universidade do Minho, Portugal
2012 - 2012 XX Congresso da Sociedade Portuguesa de Estatística
Congress
 XX Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística, Portugal
2011 - 2011 Half-day Workshop on Spatio-temporal Modelling
Workshop
 Half-day Workshop on Spatio-temporal Modelling
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2011 - 2011 Short Course on Methods for the Analysis of Panel Data
Other
 Short Course on Methods for the Analysis of Panel Data
ISCTE, Portugal
2011 - 2011 Modelos Dinâmicos Bayesianos em Séries Temporais
Other
 Modelos Dinâmicos Bayesianos em Séries Temporais
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2011 - 2011 Modelos Dinâmicos Bayesianos em Séries Temporais
Other
 Minicurso em Modelos Dinâmicos Bayesianos em Séries Temporais
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2010 - 2010 STAM2010 - Statistical Modelling: Challenges in Health
Workshop
 STAM2010 - Statistical Modelling: Challenges in Health
Deparatamento de Estatística e Investigação Operacional da Faculdadede Ciências da Universidade de Lisboa, Portugal
2010 - 2010 Non parametric Bayesian Statistics
Workshop
 Short Course - Non parametric Bayesian Statistics
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2010 - 2010 Tutorial - “Joint modelling of longitudinal and survival data
Workshop
 “Joint modelling of longitudinal and survival data"
Workshop - STAM2010 Statistical Mmodelling: Challenges in Health, Portugal
2010 - 2010 Bayesian Computing with INLA
Other
 Bayesian Computing with INLA
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2009 - 2009 Congresso Anual da Sociedade Portuguesa de Estatística
Congress
 Congresso Anual da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística, Portugal
2009 - 2009 One-day training Workshop “Joint modelling of longitudinal and survival data in clinical research (JoineR)”,
Workshop
 One-day training Workshop “Joint modelling of longitudinal and survival data in clinical research (JoineR)”,
London Medical Research Center (MRC), United Kingdom
2009 - 2009 Introdução à Estatística Bayesiana via WinBUGS
Other
 Introdução à Estatística Bayesiana via WinBUGS
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal
2008 - 2008 Advanced course in Survival Analysis – Theory and Applications in Health
Other
 Curso Avançado em Análise de Sobrevivência – Teoria e Aplicações em Saúde
Centro de Estatística e Aplicações da Faculdade de Ciências da Universidade de Lisboa, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/01/25 Spatial Sampling for Inference on the Abundance of Horse Mackerel (Trachurus trachurus) eggs in the Portuguese Coast
(Thesis) Main arguer
 Andreia Marçal (Master)
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2023/12/13 O processo de Retificação do GMP de uma pensão do Reino Unido
(Thesis) Main arguer
 André Jorge Costa Freitas (Master)
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2023/05/10 Análise Espacial do Número de Nascimentos Prematuros em Portugal: uma Abordagem Bayesiana
(Thesis) Main arguer
 Ricardo Alberto Viegas Barros (Master)
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2022/07/08 Multivariate Joint Model for Longitudinal Data: a simulation study
(Thesis) Main arguer
 Maria Inês Abreu Fortes (Master)
Universidade do Minho Escola de Ciências, Portugal
2022/06/30 Statistical analysis of complex survival data: new contributions in statistical inference, software development and biomedical applications
(Thesis) Main arguer
 Gustavo Soutinho (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2021 The Predictive value of Microscopic Inflammation beyond The Endoscopic Margin at Diagnosis in Ulcerative Colitis Outcomes
(Thesis) Main arguer
 Alexandra Sofia Ribeiro de Almeida (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2020 Risk factors for Amyotrophic Lateral Sclerosis (ALS): the effect of high-intensity sport
(Thesis) Main arguer
 Ana Rita Oliveira Henriques (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018 Arguente de tese de Mestrado em Análise de sobrevivência “Uma Aplicação a Eventos de Golo em Jogos de Futebol
(Thesis) Main arguer
 Joaquim Borges (Master)
Universidade Aberta, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2023 - Current Scientific Reports
2023 - Current Lifetime Data Analysis
2022/01/01 - Current Acta Médica Portuguesa (0870-399X) Portuguese Medical Association
2022 - Current Statistics in Biosciences
2022 - Current Frontiers in Marine Science
2021/01/01 - Current Brazilian Statistical Association (0103-0752) Brazilian Statistical Association
2021/01/01 - Current Statistical Methods in Medical Research (0962-2802) SAGE Publications
2020/01/01 - Current BMC Infectious Diseases (1471-2334) BioMed Central (BMC)
2020/01/01 - Current International Journal of Biostatistics (1557-4679) De Gruyter
2020/01/01 - Current American Journal of Epidemiology (0002-9262) Oxford University Press for the Johns Hopkins Bloomberg School of Public Health
2020/01/01 - Current RevStat (1645-6726) Instituto Nacional de Estatística (INE) - Portugal
2020/01/01 - Current Statistics in Medicine (0277-6715) Wiley
2020 - Current BMC Medical Research Methodology
2019/01/01 - Current Communications in Statistics - Simulation and Computation (0361-0918 ) Taylor and Francis
2018/01/01 - Current Journal of Applied Statistics (0266-4763) Taylor and Francis
2017/01/01 - Current Computational Statistics and Data Analysis (0167-9473) Elsevier on behalf of the International Association for Statistical Computing (United States)
2017/01/01 - Current Journal of Biopharmaceutical Statistics (1054-3406) Taylor and Francis

Association member

Society Organization name Role
2014/01 - Current Centro de Investigação Interdisciplinar Egas Moniz
2009/01 - Current Centro de Estatística e Aplicações da Universidade de Lisboa
Current Sociedade Portuguesa de Estatística

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2005/09 - Current Biostatistics (Outros) Egas Moniz Cooperativa de Ensino Superior CRL, Portugal
2005/09 - Current Calculus (Outros) Egas Moniz Cooperativa de Ensino Superior CRL, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2021/01/01 - 2021/12/31 Evaluator of projects - Fond za nauku Republike Srbije
Evaluator
 Fond za nauku Republike Srbije, Serbia Fond za nauku Republike Srbije

Other jury / evaluation

Activity description Institution / Organization
2020/01/01 - Current Master scholarships Universidade de Coimbra, Portugal
Distinctions

Other distinction

2015 Scholarship for young researcher
Workshop on Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics, Portugal