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Luís Filipe Meira
Machado Full Professor,
Department of Mathematics University of Minho, Portugal |
Biography
Luís Meira Machado is Full Professor at
the Department of Mathematics at the University of Minho, Portugal.
His research interests encompass various
aspects of survival analysis, with a particular focus on multi-state models,
nonparametric estimation, ROC curves, generalized additive models, and
computational statistics. Recently, he has directed his attention towards
applying these methodologies to the field of machine learning.
Luís's primary scientific
contributions revolve around multi-state models, where he has significantly
advanced the topic of the estimation of transition probabilities. Additionally,
he has made noteworthy contributions to computational statistics, including the
development of R packages. His expertise also extends to smoothing methods,
particularly with regard to presmoothing and additive models.
With an extensive academic portfolio,
Luís has authored or co-authored more than 54 journal articles and book
chapters, showcasing the depth and breadth of his contributions. His commitment
to advancing statistical methodologies is further evident through the creation
of 12 packages in the CRAN R repository. Furthermore, he has presented over 100
conference communications.
As a mentor, Luís has supervised 2
doctoral theses and guided the research of 3 post-doctoral researchers.
Additionally, he is currently supervising two ongoing doctoral theses. His
leadership extends beyond academic mentorship, as he coordinated one research
project and serves as the co-Principal Investigator in two others, all funded
by the Portuguese Science Foundation (FCT).
Luís has played an active role in the
scientific community, serving on the scientific committees of various conferences
and organizing invited sessions. His dedication to the advancement of
statistical science is further reflected in his role as a frequent reviewer for
leading journals in his field.
In addition to his academic responsibilities, Luís
assumed the role of Head of the Department of Mathematics between 2022 and
2024, and currently serves as President of the Portuguese Statistical Society.
These leadership roles underscore Luís's commitment to both the academic and
organizational facets of the mathematical and statistical community.
Main Interest Areas
·
Survival Analysis
·
Multi-state Models
·
Generalized Additive
Models.
·
Nonparametric
Estimation
·
Computational Statistics
·
Machine Learning
·
Copula functions
·
ROC curves
·
R programming
Work Institution
Associate
Professor with Habilitation at the Department
of Mathematics of Minho University.
Contact
Tel.:
+351 253510443/400
Fax: +351 253510401
Email: lmachado@math.uminho.pt
Adress: Department of Mathematics, University of Minho, Campus de Azurém,
4800-058 Guimarães, Portugal
Academic Degrees
·
BSc
in Mathematics, Minho University, July 1992.
·
MSc
in Mathematics, Lisbon University, February 1998.
· Postgraduate studies in 'Statistics' (DEA-Diploma de Estudios Avanzados), Santiago de Compostela University, September 2002.
·
PhD
in Statistics Santiago de Compostela University, December 2005.
Academic Positions
· 1991-1993 Public School Teacher, “D. Sancho I” high School. Vila Nova de Famalicão, Portugal.
·
1993-1998
Junior Teaching Assistant, Department of Mathematics for Science and
Technology.
·
1998-
Senior Teaching Assistant, Department of Mathematics for Science and
Technology.
·
1993-
2002 Member of the Mathematics Research Centre, University of Minho, Portugal.
·
2002-
Member of the Research Centre Officina Mathematica, University of Minho,
Portugal.
·
2006-2009
Assistant Professor, Department of Mathematics for Science and Technology of
Minho University.
·
2009-
Assistant Professor, Department of Mathematics and Applications.
·
2021-
Associate Professor with Habilitation, Department of Mathematics.
Teaching Experience
·
Tutorials
on Linear Algebra and Analytical Geometry, Analysis, Advanced Analysis, and
Statistics, to first
degree Engineering Courses, University of Minho, Portugal.
·
Lectures
on Analysis to first degree Engineering Courses, University of Minho, Portugal.
·
Lectures
on Survival Analysis to the course “Specialization on decision support
techniques: Statistics and
Operational Research”, University of Minho, Portugal (2003).
·
Lectures
on Nonparametric tests to the course “Specialization on decision support
techniques: Statistics and
Operational Research”, University of Minho, Portugal (2003).
·
Lectures
on Survival Analysis to the Master “Master de Bioestadística, USC”.
·
Lectures
on Survival Analysis, Epidemiological data analysis and Mathematical
Statistics, to the first degree course in Applied Mathematics. Lectures on Computational Statistics to the
Master “Mestrado
em Estatística para a Ciência de Dados”.
·
Professor,
Master in Statistics, Department of Mathematics for Science and Technology,
where he taught the following courses: Analysis of Clinical and Epidemiological
Data, Survival Analysis, Computational Statistics.
·
Professor
of the first Degree course in Applied Mathematics where he taught the following
courses: Epidemiologic Data Analysis, Survival Analysis, Statistical
Mathematics, Temporal and Spatial Statistics.
·
Teacher
of the First Degree Course in Applied Statistics where he taught the following
courses: Methods in Biostatistics, Statistics and Probability 2, Oficina 2,
Oficina 3, Stochastic Processes, etc.
·
Teacher
of the Master Course in Statistics where he taught the following courses:
Survival Analysis, Computational Statistics, Mathematical Statistics,
Statistical Inference, Bayesian Statistics and Applications, Theory of
Statistical Learning.
Current Research Work
[article] Luís
Meira-Machado, Jacobo de Uña-Álvarez and Carmen Cadarso-Suárez. Nonparametric
estimation of transition probabilities in a non-Markov Illness-death Model. Lifetime Data Analysis 2006,
12:325-344.
[article] Luís
Meira-Machado, Carmen Cadarso-Suárez and Jacobo de Uña-Álvarez. tdc.msm: An R
library for the analysis of multi-state survival data. Computer
Methods and Programs in Biomedicine 2007, 86:131-140.
[article] Jacobo
de Uña-Álvarez and Luís Meira-Machado. A simple estimator of the
bivariate distribution function for censored gap times. Statistics
and Probability Letters 2008, 78:2440-2445.
[article] Luís
Meira-Machado, Jacobo de Uña-Álvarez, Carmen Cadarso-Suárez, Per Kragh
Andersen. Multi-state models for the analysis of time to event data”. Statistical
Methods in Medical Research, 2009, 18:195-222.
[article] Carmen Cadarso-Suárez, Luís
Meira-Machado, Thomas Kneib and Francisco Gude. Flexible hazard ratio curves
for continuous predictors in multi-state models: a P-spline approach. Statistical
Modelling, 2010, 10:291-314.
[article] Luís
Meira-Machado, Jacobo de Uña-Álvarez, Carmen Cadarso-Suárez. Inference in the progressive three-state model.” International Journal of
Mathematical models and Methods in Applied Sciences,
2008, 2:447-454.
[article]
Ana Paula Amorim, Jacobo de Uña-Álvarez, Luís
Meira-Machado. Presmoothing the transition probabilities in the illness-death model, Statistics
& Probability Letters, 2011, 81(7), 797-806
[article]
Luís Meira-Machado and Javier Roca-Pardiñas. p3state.msm: Analyzing survival
data from an illness-death model. Journal
of Statistical Software, 2011, 38(3), 1-18.
[article] Ingrid
Van Keilegom, Jacobo de Uña-Álvarez and Luís Meira-Machado. Nonparametric
location-scale models for successive survival times under dependent
censoring. Journal
of Statistical Planning and Inference, 2011, 141: 1118-1131.
[article] Luís
Meira-Machado. Inference for non-Markov multi-state models: An
overview. Revstat Volume 9, Number 1, March 2011.
[article]
Luís Meira-Machado. O
estimador de Kaplan-Meier: Novos desenvolvimentos e aplicações no contexto da
análise de sobrevivência multiestado. Boletim
SPE,
Outono 2011, 56-62.
[article]
Ana Moreira and Luís Meira-Machado. survivalBIV:
Estimation of the Bivariate Distribution Function for Sequentially Ordered
Events Under Univariate Censoring. Journal
of Statistical Software, 2012, 46(13), 1-16.
[article] Luís
Meira-Machado and Susana Faria. A
simulation study comparing modeling approaches in an illness-death multi-state
model. Communications in Statistics -
Simulation and Computation. 2014, 43(5): 929-946.
[article] Luís
Meira-Machado, Javier Roca-Pardiñas, Ingrid Van Keilegon and Carmen
Cadarso-Suárez. Bandwidth
selection for the estimation of transition probabilities in the location-scale
progressive three-state model. Computational
Statistics: Volume 28, Issue 5 (2013), 2185-2210.
[article]
Ana Moreira, Jacobo de Uña-Álvarez and Luís
Meira-Machado. Presmoothing
the Aalen-Johansen estimator of transition probabilities. Electronic Journal of Statistics. Volume
7 (2013), 1491-1516.
[article]
Luís Meira-Machado, Carmen Cadarso-Suárez,
Francisco Gude and Artur Araújo. smoothHR: an R package
for pointwise nonparametric estimation of hazard ratio curves of continuous
predictors. Computational and Mathematical Methods in Medicine. vol. 2013, Article ID 745742, 11 pages, 2013.
doi:10.1155/2013/745742.
[article]
Carla Moreira, Jacobo de Uña-Álvarez and Luís Meira-Machado. Nonparametric
regression with doubly truncated data. Computational
Statistics and Data Analysis. Volume 93, January 2016, Pages
294–307. http://dx.doi.org/10.1016/j.csda.2014.03.017.
[article] Artur Araújo, Luís Meira-Machado, Javier Roca-Pardiñas. TPmsm: Estimation of the transition probabilities in 3-state models. Journal of Statistical Software. 62(4).
[article] Luís Meira-Machado, Jacobo de Uña-Álvarez and Somnath Datta. Nonparametric Estimation of Conditional Transition Probabilities in a non-Markov Illness-death Model. Computational Statistics, 2015, 30:377-397. DOI: 10.1007/s00180-014-0538-6.
[article] Jacobo de Uña-Álvarez and Luís Meira-Machado. Nonparametric estimation of transition probabilities in the non-Markov illness-death model: a comparative study. Biometrics. DOI: 10.1111/biom.12288. Volume 71, Issue 2, pages 364–375, June 2015.
[article] María Xosé Rodríguez-Álvarez, Luís Meira-Machado, Emad Abu-Assi, Sergio Raposeiras-Roubín. Nonparametric estimation of time-dependent ROC curves conditional on a continuous covariate. Statistics in Medicine. 2016, 35(7):1090-1102. doi: 10.1002/sim.6769.
[article] Luís Meira-Machado,
Marta Sestelo, Andreia Gonçalves. Nonparametric
estimation of the survival function for ordered multivariate failure time data:
a comparative study. Biometrical Journal. Volume 58, Issue 3, pages
623-634, May 2016.
[article] Marta Sestelo, Nora M. Villanueva, Luis Meira-Machado and
Javier Roca-Pardiñas. FWDselect: An R Package for Variable Selection in
Regression Models. R Journal. Volume 18, Issue 1, pages 132-148, 2016.
[article] Luís Meira-Machado. Smoothed landmark estimators of the transition probabilities. SORT 40 (2) July-December 2016, 1-24.
[article] Luís Meira-Machado and Marta Sestelo. condSURV: An R Package for the Estimation of the Conditional Survival Function for Ordered Multivariate FailureTime Data, R Journal. Volume 8, Issue 2, pages 460-473, 2016.
[article] Ana Moreira, Artur
Araújo and Luís Meira-Machado. Estimation
of the bivariate distribution function for censored gap times. Communications in
Statistics – Simulation and Computation, DOI:10.1080/03610918.2014.963609. 2017, 46(1), 275-300.
[article] Irantzu
Barrio, Maria Xosé Rodríguez-Álvarez, Luis Meira-Machado, Cristobal Esteban,
Inmaculada Arostegui. Comparison
of two discrimination indexes in the polycothomisation of continuous predictors
in time-to-event studies. SORT,
Volume 41 (1), January-June 2017.
[article] Marta
Sestelo, Nora Villanueva, Luís Meira-Machado, Javier Roca-Pardiñas, "npregfast: An R Package
for Nonparametric Estimation and Inference in Life Sciences", Jornal
of Statístical Software, 2017, 82(12), pages 1-27.
[article] Carla Moreira, Luís
Meira-Machado, Maria João
Fonseca, Ana Cristina Santos. Body mass index transitions during childhood: a multiple-state model
approach. Revue
d'Épidémiologie et de Santé Publique, Volume 66, Supplement 5, July 2018, Page
S274.
[article] D. Costa, Helena Silva,
A. Célia Caetano, Luís Meira-Machado, C. Rolanda, R. Gonçalves, D. Fernandes. Effectiveness of a practical nutritional intervention in
advanced liver disease: A prospective study. Journal of Hepatology 68:S470-S471 · April 2018.
[article] Carla Moreira, Luís
Meira-Machado, Maria João
Fonseca, Ana Cristina Santos. A multi-state
model for analysing transitions between body mass index categories during
childhood - Generation XXI birth cohort study. American Journal of Epidemiology, 2019,
188(2), 305-313.
[article] José Ferreira,
Nannan Song, Margarida Machado; Luís Meira-Machado, André Correia, Ana Reis. Fatigue and microgap behaviour of a
three-unit implant-fixed dental prosthesis combining conventional and dynamic
abutments. Journal of Medical Engineering and Technology, 2018, 42(5), 397-405.
[article] Luís Meira-Machado, Gustavo
Soutinho. Análise de Dados Multiestado: aplicação a uma base de dados de
cancro da mama. Boletim SPE, 2019, 21-29.
[article] Nora Villanueva, Marta Sestelo, Luís
Meira-Machado. A
Method for Determining Groups in Multiple Survival Curves. Statistics in Medicine, 2019,
38(5), 866-877.
[article] Luís Meira-Machado, Marta Sestelo, Estimation
in the progressive illness-death model: a nonexhaustive review. Biometrical
Journal, 2019, Volume 61, Issue 2, 245-263.
[article] Gustavo Soutinho, Luís
Meira-Machado. Estimation of the Transition
Probabilities in Multi-state Survival Data: New Developments and Practical
Recommendations, WSEAS Transactions on Mathematics, 2020, Volume 19, 353-366.
[article] Paula Lopes, Pedro
Campos, Luis Meira-Machado. Survival Analysis of
Organizational Networks - An Exploratory Study, arXiv 2020, http://arxiv.org/abs/2005.01481.
[article] Gustavo Soutinho e Luís
Meira-Machado, "Some of the most
common copulas for simulating complex survival data", International
Journal of Mathematics and Computers in Simulation, ISSN: 1998-0159, Volume
14, 2020. DOI: 10.46300/9102.2020.14.5
[article] Joana Ferreira, Alexandre Carneiro, Pedro Cunha, Armando Mansilha, Isabel Vila, Cristina Cunha, Cristina Silva, Adhemar Longatto-Filho, Maria Correia-Neves, Gustavo Soutinho, Luís Meira-Machado, Amilcar Mesquita, Jorge Cotter, "Sarcopenia and Atherosclerotic Occlusive Disease: How Much We Know and What We Need to Know About this Association?", Artery Research, , Volume 26, 2020. DOI: https://doi.org/10.2991/artres.k.201209.072
[article]
Ana Paula Amorim, Emília Athayde, Cecília Castro, Marta Susana Ferreira, A
Manuela Gonçalves, Raquel Menezes, Maria Conceição Serra, Susana Faria, Luís
Meira-Machado, Inês Sousa, Carla Maria Gonçalves Macedo Moreira. "UM
departamento com ESTATÍSTICA", Boletim
SPE, Outono 2020, 44-47.
[article]
Susana Pedras, Luís Meira-Machado, André Couto-Carvalho, Rui Morais Carvalho,
M. Graça Pereira, "Anxiety And/Or Depression: Which Symptoms Contribute to
Adverse Clinical Outcomes After Amputation?", Journal of Mental Health,
2020. https://doi.org/10.1080/09638237.2020.1836554
[article] Nora M.
Villanueva, Marta Sestelo, Luis Meira-Machado and Javier Roca-Pardiñas.
clustcurv: An R Package for Determining Groups in Multiple Curves. R
Journal, Vol. 13/1, June 2021.
[article]
José Ferreira, Luís Meira-Machado, José Manuel
Oliveira, João Carlos Ramos. Effect of crown-to-implant ratio and crown height
space on marginal bone stress: A finite element analysis. International Journal of Implant Dentistry, 2021 https://doi.org/10.1186/s40729-021-00368-1.
[article] Gustavo Soutinho, Marta Sestelo, Luis Meira-Machado. survidm: survidm: An R package for Inference and Prediction in an Illness-Death Model. R Journal, 2021, 13:2, 70-89. https://doi.org/10.32614/RJ-2021-070.
[article] 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, 51(9), 5202–5221. DOI: 10.1080/03610918.2020.1762895.
[article] Gustavo Soutinho, Luis Meira-Machado. Methods
for checking the Markov condition in multi-state survival data. Computational
Statistics, 2022. https://doi.org/10.1007/s00180-021-01139-7.
[article] Gustavo Soutinho, Luís Meira-Machado,
Analysis of Complex Survival Data: a tutorial using the Shiny MSM.app
application, arXiv 2022, https://arxiv.org/abs/2202.09160
https://doi.org/10.32614/RJ-2021-070.
[article]
José Ferreira, Luís Meira-Machado. Insertion torque value
and implant stability quotient: Separate evaluation and correlation for
different clinical parameters. International
Journal of Oral & Maxillofacial Implants, 2022, 37(4), 812-822. 10.11607/jomi.9346
[article] Javier Roca-Pardiñas, Celestino Ordóñez,
Luís Meira-Machado. A method for determining groups in nonparametric
regression curves: application to prefrontal cortex neural activity analysis.
Mathematical Biosciences and Engineering, 2022. Volume 19, Issue: 6435-6454. doi: 10.3934/mbe.2022302
[article] Gustavo Soutinho, Luís Meira-Machado. Parametric
landmark estimation of the transition probabilities in survival data with
multiple events, WSEAS Transactions on Mathematics, 2022, Volume 21, 207-217.
doi: 10.37394/23206.2022.21.27
[article] Luis Meira-Machado, Carla Moreira, Gustavo Soutinho, Marta Azevedo,
Analysis of survival data with multiple events: application to a breast cancer
database. WSEAS Transactions on Mathematics. 2022, Volume 21: 854-863.
doi: 10.37394/23206.2022.21.97
[article] Maria Graça Pereira; Margarida Vilaça;
Susana Pedras; André Couto Carvalho; Kavita Vedhara; Maria Jesus Dantas; Luís
Meira-Machado. Wound Healing and Healing Process in Patients
with Diabetic Foot Ulcers: A Survival Analysis Study. Diabetes Research and
Clinical Practice. Vol 128 Abril 2023. https://doi.org/10.1016/j.diabres.2023.110623
[article] Gustavo Soutinho, Luis Meira-Machado. markovMSM: An R package for
checking the Markov condition in multi-state survival data. R Journal. R
Journal, 2023, 15:1, 195-211. https://doi.org/10.32614/RJ-2023-032
[article] Gustavo Soutinho, Luis Meira-Machado. Nonparametric
estimation of the distribution of gap times for recurrent events. Statistical
Methods and Applications, 2023. https://doi.org/10.1007/s10260-022-00641-6
[article] Marta
Sestelo, Luis Meira-Machado, Nora M. Villanueva and Javier Roca-Pardiñas. A
method for determining groups in cumulative incidence curves in competing risk
data. Biometrical Journal. Accepted.
[Book Chapter] N. Amorim, A. Ferreira, L. Meira-Machado,
“Micro-analysis of mortality in urban areas: The parish of Oliveira in
Guimarães between the 18th and 20th centuries”. Title of the book “New
Approaches to Death in Cities During the Health Transition”, Editors names:
Diego Ramiro Fariñas and Michel Oris, Springer-Verlag, 2016 (pages 77-96). ISBN
978-3-319-43002-7.
[Books] Luís Meira-Machado e Gustavo Soutinho,
“Proceedings of the 34th International Workshop on Statistical Modelling Volume
I”, 2019 (332 páginas). ISBN: 978-989-20-9528-8.
[Books] Luís Meira-Machado e Gustavo Soutinho, “Proceedings of the 34th International Workshop on Statistical Modelling Volume II”, 2019 (444 páginas). ISBN: 978-989-20-9630-8
[Books] Arminda Gonçalves, Inês Sousa, Luís Meira-Machado, Raquel Menezes, Susana Faria. XX Jornadas de Classificação e Análise de Dados (JOCLAD2013) – Livro de Resumos (ISBN: 978-989-20-3771-4). Produzido por Instituto Nacional de Estatística.
[Books]
Arminda Gonçalves, Inês Sousa, Luís Meira-Machado, Paulo Pereira, Raquel
Menezes, Susana Faria. (2012).
Programme and Book of Abstracts - VI International Workshop on Spatio-Temporal
Modelling.
[CD-ROM]
Arminda Gonçalves, Inês Sousa, Luís Meira-Machado, Paulo Pereira, Raquel
Menezes, Susana Faria. CD-ROM with Proceedings of the VI
International Workshop on Spatio-Temporal Modelling (ISBN: 978-989-97939-0-3).
[Book Chapter] Pedro Campos, Paula Lopes, Luís Meira-Machado,
Gustavo Soutinho “Survival Analysis of Organizational Network – An exploratory
study”. Lecture Notes in Computer Science, Computational Science and its
Applications - ICCSA 2023 Workshops, volume 14112, 117-128, Springer, 2023. https://doi.org/10.1007/978-3-031-37129-5_10
[Book Chapter] Luís Meira-Machado, “The Kaplan-Meier estimator: new insights and applications in multi-state survival analysis”. Lecture Notes in Computer Science, Computational Science and its Applications - ICCSA 2023 Workshops, volume 14112, 129-139, Springer, 2023. https://doi.org/10.1007/978-3-031-37129-5_11
Talks and Presentations (selected)
[talk] “Flexible
modelling of hazard ratio curves in Multi-state Models”. Departamento de
Matemática para a Ciência e Tecnologia. University of Minho, Portugal. February 2008.
[invited]
“Inference in multi-state survival data”. Invited Speaker in II Mathematical
Iberian Meeting. Spain, Badajoz, 3-5th October
2008.
[chair] “Meeting SPE/CIM, com a colaboração do CEAUL, in Survival Analysis”,
Lisboa, Portugal, November 27, 2009.
[invited] “New methods in multi-state models: the three-state
model”. Invited Speaker of the workshop StaM2010 “Statistical
Modelling: Challenges in Health”, Lisboa, Portugal, 9-12 May 2010.
[talk] “Inference in the progressive
three-state model”. Departamento
de Estatística e Investigação Operacional. University of Vigo, Spain. September 2010.
[invited] “New
methods for the analysis of multi-state survival data”. Applied Stochastic Models and Data Analysis
(ASMDA2011). Special Session: Event Time Data Analysis. Rome, Italy,
7-10 June 2011
[talk] “An R Package
for the inference in a multi-state illness-death model”, III Jornadas de Usuários de R, Madrid, Espanha, November 17-18,
2011.
[invited] “Presmoothing the
Aalen-Johansen in an illness-Death model”, Invited talk in the 4th International Conference of the ERCIM Working
Group on Computing & Statistics, London, England, December 17-19, 2011.
[talk] “Estimation of
Conditional Transition Probabilities in a non-Markov Illness-death Model”, 8th
World Congress in
Probability and Statistics, Istanbul, Turquey, July 9-14, 2012.
[invited] “Estimation of conditional
transition probabilities in non-Markov multi-state models”, Invited talk in the 5th International Conference of the ERCIM Working Group on Computing & Statistics, Oviedo, Spain, December 1-3, 2012.
[invited] “Dynamic prediction for
multi-state survival data”, Invited talk in the 29th European Meeting
of Statisticians,
Budapest, Hungry, July 20-25, 2013.
[invited] “Estimation of the transition probabilities in the
illness-death model”, 7th International Conference of the ERCIM WG on
Computational and Methodological Statistics (ERCIM 2014), Pisa, Italy, 6-8
December, 2014.
[invited] “Nonparametric estimation of the conditional survival
function for ordered multivariate failure time data”, Invited talk in the 8th International Conference of the ERCIM Working Group on Computing
& Statistics, London, England, December 12-14, 2015.
[invited] “Estimation of multivariate distributions in
censored gap times”, Invited talk in the 9th International Conference of the
ERCIM Working Group on Computing & Statistics, Seville, Spain, December
9-11, 2016.
[invited]
“Modelos matemáticos para análise da epidemiologia de
delirium", 12º Congresso Nacional de Psiquiatria, Vilamoura, Portugal,
November 9-12.
[invited]
“A utilização da (Bio)Estatística em problemas de Investigação
das Ciências da Saúde”, 2º Encontro de Ciência, 3-4 de Março de 2017, Vila Nova
de Famalicão (http://eccmfamalicao2017.wixsite.com/cfaevnf)
[invited] “Estimation of the
transition probabilities in non-Markov models: new contributions and software
development”, 38th Annual Conference of the International Society for Clinical
Biostatistics, Vigo, Spain, July 9-13, 2017.
URL: http://iscb2017.info/?fwp=10&fwl=2.
[invited] Dynamic predictions in
multi-state models: the illness-death model, “V WASA - Workshop em Análise de
Sobrevivência e Aplicações”. Universidade Federal da Bahia, Salvador,
Brasil, 28 de Fevereiro a 2 de Março de 2018. URL: http://www.redeabe.org.br/wasa2017/paginas/conferencias-.
[invited] “Analysis of survival data with
multiple events: the illness-death model”,
One Day Meeting on
Statistics and Applied Probability, Universidade do Minho, Guimarães, Portugal, 4
de Outubro de 2019.
[invited] “Methods for checking the
Markov condition in multi-state survival data”,
12nd International Conference of the ERCIM WG on Computational and
Methodological Statistics (ERCIM 2019), session “New methodologies and
advances in survival and reliability” (organized by Juan Eloy Ruiz-Castro), University of London, 14-16 December 2019.
[invited]
“Estatística em investigação clínica”.
Mesa II: A organização do processo de investigação clínica. I Jornadas de
Investigação Clinica e Atividade Científica. Guimarães, Portugal em 22 de junho
de 2021.
[invited] “Analysis of Multistate
time-to-event data: practical recommendations and implementation”, 24th International Conference on
Computational Statistics (COMPSTAT 2022) session “Multistate Models and
Intermediate Events” (organized by Martina Mittlboeck). Bolonha, Itália. 23-26
de Agosto de 2022.
[invited] "Contributions in
Statistical Modelling with Applications in Biomedicine", 5th
Biostatnet Meeting session “Tribute to Carmen Cadarso Suárez” (organized by
Javier Roca Pardiñas). Santiago de Compostela, Espanha. 19-20 de janeiro de
2023.
[invited] "Challenges and strategies
for analyzing complex survival data", International Workshop on
Survival Analysis WSA2023. University of Vigo, Spain, November 30 and December
1, 2023. https://wsa2023.webs.uvigo.es/#keynotespeakers
· An R package, called survidm developed to provide estimation of several quantities of interest in multi-state models (transition probabilities, occupation probabilities, cumulative incidence functions and sojourn distributions). https://CRAN.R-project.org/package=survidm
· An R package, called condSURV
developed to provide the estimation of the conditional survival function.
· An R package, called TP.idm
developed to provide the estimation of transition probabilities for the
illness-death model.
· An R package, called p3state.msm
developed for the analysis of the illness-death multi-state survival data.
· An R package, called survivalBIV
developed for the estimation of the bivariate distribution function for
sequentially ordered events under univariate censoring.
· An R library, called tdc.msm, developed for the analysis of multi-state survival
data.
· An R library, called genSurv,
for the generation
of survival data arising from a progressive illness-death model.
· An R library called TPmsm, for
obtaining estimates of the transition probabilities in 3-state multi-state
models.
· An R library called smoothHR,
for obtaining flexible hazard ratio curves with confidence bands when
considering a reference value.
· An R package called presmTP, for
obtaining presmoothed estimates of the transition probabilities.
· An R package called markovMSM, for
checking the Markov condition in multi-state survival data.
· An R package called survidm, for
analyzing data from an illness-death multi-state model.
· An R package called survivalREC,
Nomparametric estimation of the distribution of gap times for recurrent
events.
· An R package called flexOR, that provide
flexible odds ratio curves that enable modeling non-linear relationships
between continuous predictors and binary outcomes. These curves allow for
comparison against a specified reference value, aiding in the interpretation of
the predictor's effect.
· Shiny apps for survival analysis and
multi-state models.
· Software
developed for SIC Portuguese Television (with Fernando Fontes and
Paulo Pereira).
Proceedings
[i]. Luís Meira-Machado, Carmen Cadarso-Suárez, Jacobo de Uña-Àlvarez, “Alternatives to the Cox model in Multi-state models”. I Congresso de Estatística e Investigação Operacional da Galiza e Norte de Portugal VII Congreso Galego de Estatística e Investigación de Operacións; Guimarães, Portugal, 2005.
[ii]. Luís Meira-Machado, “Estimation of transition probabilities in multi-state survival data”. International Conference on Interdisciplinary Mathematical & Statistical Techniques, Tomar, Portugal, 2006.
[iii]. Luís Meira-Machado, “Análise de dados de cancro do intestino utilizando modelos de estados múltiplos”. XIV Congresso Anual da Sociedade Portuguesa de Estatística, Covilhã, Portugal, 2006.
[iv]. Luís Meira-Machado and Jacobo de Uña-Álvarez, “Estimation of the bivariate distribution function for censored gap times”. XI Conferência Espanhola e Primeiro Encontro Ibero Americano de Biometria, Salamanca, Spain, 2007.
[v]. Luís Meira-Machado, “Inference
in Multi-state survival data”. II Iberian Mathematical Meeting, session “Statistics and Biometry”, Badajoz, Spain, 3-5 October, 2008.
[vi]. Luís Meira-Machado, Carmen
Cadarso-Suárez and Jacobo de Uña-Álvarez, “Inference
in Multi-state survival data”. The 13th WSEAS International Conference on
APPLIED MATHEMATICS, pp. 123-128. Tenerife, Spain, 2008.
[vii]. Luís Meira-Machado, Javier
Roca-Pardiñas, “p3state.msm: software for
the analysis of multi-state survival data”. IX Congreso Galego de
Estatística e Investigación de Operacións, pp. 285-290. Ourense, Spain, 2009.
[viii]. Ana Moreira, Luís Meira-Machado, “Available software for the analysis of
multi-state survival data”, XXXII Congreso Nacional de Estadística e
Investigación Operativa, pp. 1-13. Coruña, Spain, September 14-17, 2010.
[ix]. Luís Meira-Machado, Ana Moreira, “Estimation of the Bivariate Distribution
Function for Censored Gap Times”. 19th International Conference on
Computational Statistics, pp. 1367-1374. Paris, France, August 22-27, 2010.
[x]. Ana Moreira and Luís Meira-Machado,
“An R Package for the Estimation of the
Bivariate Distribution for Censored Gap Times”. 26th International Workshop
on Statistical Modelling (IWSM2011). Universitat de València July 11-15th,
2011.
[xi]. Norberta Amorim, Antero Ferreira,
Luís Meira-Machado, “Micro-analysis of
mortality in urban areas The parish of Oliveira in Guimarães between the 18th
and 20th century”. Seminar on New Approaches to Death in Cities during the
Health Transition, Sevilha, Spain, December 15-16, 2011.
[xii]. Ana Moreira,
Luís Meira-Machado, “Conditional
Estimation of the Bivariate Distribution Under Dependent Right Censoring”.
27th International Workshop on Statistical Modelling IWSM'27, Prague, Czech
Republic, July 16-20, 2012.
[xiii]. Ana Moreira,
Artur Agostinho Araújo, Luís Meira-Machado, “Estimation of the Bivariate Distribution Function: a Comparative Study”.
27th International Workshop on Statistical Modelling IWSM'27, Prague, Czech
Republic, July 16-20, 2012.
[xiv]. Ana Moreira,
Luís Meira-Machado, “Estimation
of the conditional survival function for successive survival times”. 28th
International Workshop on Statistical Modelling IWSM'28, Palermo, Italy, July
8-12, 2013.
[xv]. Andreia Gonçalves, Luís Meira-Machado, Marta Sestelo, “Estimação da Função de Sobrevivência em dados de eventos recorrentes com censura pela direita”. XXII Congresso da Sociedade Portuguesa de Estatística, Ria Formosa, 7 a 10 de Outubro de 2015.
[xvi]. Luís Meira-Machado, Marta Sestelo, Andreia Gonçalves, “Nonparametric estimation of the survival
function for ordered multivariate failure time data: a comparative study”,
Proceedings of the 30th International Workshop on Statistical Modelling
IWSM'30, Linz, Austria, July 5-10, 2015.
[xvii]. Luís Meira-Machado, “Presmoothed
Landmark estimators of the transition probabilities”. Proceedings of the
31th International Workshop on Statistical Modelling IWSM'31, Rennes, France,
July 4-8, 2016.
[xviii]. Luís Meira-Machado, “Estimation
of multivariate distributions for recurrent event data”. Proceedings of the
32th International Workshop on Statistical Modelling IWSM'32, Groningen,
Netherlands, July 2-7, 2017.
[xix]. Carla Moreira, Luís Meira-Machado, Maria João Fonseca, Ana Cristina Santos. Body mass index transitions during
childhood: a multiple-state model approach. Revue d'Épidémiologie et de Santé Publique, Volume
66, Supplement 5, July 2018, Page S274.
[xx]. Luís Meira-Machado, Marta Sestelo, “An R package for
Inference and Prediction in an Illness-Death Model”. Proceedings of the 33rd
International Workshop on Statistical Modelling IWSM'33, Bristol, UK, July
16-20, 2018.
[xxi]. Luís Meira-Machado, Marta Sestelo, “An R
package for Inference and Prediction in an Illness-Death Model”.
Proceedings of the 33rd International Workshop on Statistical Modelling
IWSM'33, Bristol, UK, July 16-20, 2018.
[xxii]. Nora M. Villanueva, Marta
Sestelo, Luís Meira-Machado, “An R
package for Determining Groups in Multiple Survival Curves”. Proceedings of the 33rd International Workshop on Statistical
Modelling IWSM'33, Bristol, UK, July 16-20, 2018.
[xxiii].
Gustavo Soutinho, Luís Meira-Machado, Pedro Oliveira, “A comparison of
Presmoothing methods in the estimation of Transition Probabilities”, III
Encontro Luso-Galaico de Biometria (EBio2018), Aveiro, Portugal 28-30 June
2018, pp 53-56.
[xxiv]. Gustavo Soutinho, Luís Meira-Machado, Pedro Oliveira, “Methods
for checking the Markov condition in multi-state survival data”.
Proceedings of the 34th International Workshop on Statistical Modelling
IWSM'34, Guimarães, Portugal, July 7-12, 2019.
[xxv]. Carla Moreira, Luís Meira-Machado, Maria João Fonseca, Ana
Cristina Santos, “Multi-level
modelling of longitudinal child growth data: a comparison of growth models in
the Generation XXI birth cohort”. Proceedings of the 34th International Workshop
on Statistical Modelling IWSM'34, Guimarães, Portugal, July 7-12, 2019.
[xxvi]. Gustavo
Soutinho, Luís Meira-Machado, Pedro Oliveira, Estimation of the Transition
Probabilities condition on repeated measures in Multi-state models. Proceedings of the 35th International Workshop on
Statistical Modelling IWSM'35, Bilbao, Spain,
[xxvii]. Gustavo
Soutinho, Luís Meira-Machado, “Presmoothed Estimators of the State Occupation
Probabilities in Multi-state Survival Data”. AIP Conference Proceedings, International
Conference on Numerical Analysis and Applied Mathematics 2022, ICNAAM 2022.
[xxviii]. Gustavo
Soutinho, Luís Meira-Machado, “Estimation of the Transition Probabilities
Conditional on Covariates with Repeated Measures: a Joint Modeling Approach”.
AIP Conference Proceedings, International Conference on Numerical Analysis and
Applied Mathematics 2022, ICNAAM 2022.
Other Research
Reports and Thesis
· Estudo das Categorias Extensivas e Modulares. (MSc thesis,
University of Lisbon, 1998).
·
Luís Meira-Machado, Jacobo de Uña-Álvarez, Carmen
Cadarso-Suárez, Per Kragh Andersen. Multi-state models for the analysis of time to
event data. Research Report 07/01 2007, Department of Biostatistics, University
of Copenhagen. (this file can be
downloaded from: http://biostat.ku.dk/reports/2007/researchreport07-1.pdf)
·
Ingrid Van Keilegom, Jacobo de Uña-Álvarez and Luís
Meira-Machado. Nonparametric
location-scale models for successive survival times under dependent censoring. Discussion paper (this file can be
downloaded from: http://sites.uclouvain.be/IAP-Stat-Phase-V-VI/ISBApub/ISBAdp.html#2008).
·
Luís Meira-Machado and Javier
Roca-Pardiñas. p3state.msm: Analyzing survival data from an illness-death
model. Research Report, Department of Statistics and Operations Research,
University of Vigo, Spain.
Supervisions
[Post-doc] Carla Maria
Gonçalves Moreira, “New developments in the statistical analysis of survival
data”, started in 01/01/2011.
[Post-doc] Marta
Sestelo Pérez, “New developments and software in flexible regression models”,
started in 01/09/2014.
[Post-doc] Maria Xosé Rodrigues Álvarez, beginning in September 2013, end in May 2016 (with Javier Roca-Pardiñas (Univ. Vigo) and Thomas Kneib (Univ. Göttingen)).
[PhD] Ana Cristina Moreira, “Métodos para a análise de dados
de sobrevivência multiestado”, University of Minho. Concluded in May 2014.
[PhD] Gustavo
Soutinho, “Statistical analysis of complex survival data: new contributions in
statistical inference, software development and biomedical applications”.
Concluded in july 2022.
[PhD] Marta
Vasconcelos Castro Azevedo. “Recent advances in the statistical analysis of
failure time data” In progress.
[PhD] Artur Agostinho Araújo. “Novel Statistical and Computer Methods in Biomedical Research” (Programa Doutoral em Estatística e Investigación Operativa – supervision with Prof. Javier Roca Pardiñas). In progress.
[Other] Liliana Rodrigues Coelho, “Métodos flexíveis em modelos de sobrevivência multiestado. Análise de dados de cancro da mama.” Trabalho inserido no programa de Diploma de Estudos Avançados do Departamento de Estatística e Investigación Operativa da University of Santiago de Compostela, Spain. Conclusion in July 2009.
[Msc] Alda Marisa Ribeiro Fernandes, “Análise de dados em Modelos de estados múltiplos”, Master in Statistics, University of Minho. Concluded in July 2011.
[Msc] Artur Agostinho Araújo, cujo tema é “Estimação da
função de distribuição bivariada na presença de censura”, Master in Statistics,
University of Minho. Concluded in December 2012.
[Msc] Ilídio Miguel Sousa Andrade Pereira, cujo tema é
“Atitudes face à estatística em estudantes de ciências da saúde”, Master in
Statistics, University of Minho.
Concluded in December 2012.
[Msc] Edgar Martins Mesquita, cujo tema é “Estudos
Bioestatísticos em Linfomas e Leucemias Agudas”, Master in Statistics,
University of Minho. Concluded in
October 2013.
[Msc] Miguel Basto Pereira, cujo tema é “Estimação da
Sensibilidade, da Especificidade e da curva ROC”, Master in Statistics,
University of Minho. Concluded in
December 2013.
[Msc] Andreia Catarina de Sousa Gonçalves, “Estimação da Função de Sobrevivência em dados de eventos recorrentes com censura pela direita”, Mestrado em Estatística, University of Minho. concluded in January 2016.
[Msc] Paula
Rosa Silva Lopes, “Estudo de sobrevivência de doentes com cancro de colo de
útero”, Master in Statistics, University of Minho. Concluded in March 2017.
[Msc] Ana
Beatriz Sampaio e Castro Lapa Carneiro, “Estimação de distribuições
multivariadas na presença de censura pela direita”. Concluded in December 2017.
[Msc] Carla
Sofia Garcia Soares Ferreira, com o trabalho “Estudo da Prevalência
das doenças lisossomais em Portugal”. Concluded in December 2018.
[Msc] Renato
Fernandes dos Santos, com o trabalho “Análise estatística a
variáveis relacionadas com as especificações de pneus e respetivos testes”. Concluded in December 2019.
[Msc] Giulia Rizzo, com o trabalho “Analysis of survival
data: German Breast Cancer Study” Concluded in July 2020.
[Msc] Yoann Folha, “Análise de tendências
e determinantes do nível de conhecimento do HIV/AIDS em Moçambique”. Concluded
in March 2021.
[Msc] João Rego, “Avaliação de
Metodologias de Controlo de Confidencialidade: uma aplicação com bases de
microdados para efeitos de investigação”. Concluded june 2022.
[Msc] Emanuel Vieira Monteiro da Silva,
“Desenvolvimento de uma aplicação Shiny para análise de dados de sobrevivência”.
Concluded december 2022.
[Msc] Pedro Capêlo, “Florestas Aleatórias e Árvores de
Classificação e de Regressão na Análise de dados Censurados”.
Concluded december 2022.
[Msc] Rodrigo Filipe Rodrigues Rocha, com
o trabalho “Classificação de Preferências Alimentares no Retalho Alimentar: um
Abordagem Supervisionada”. Concluded december 2023.
[Msc] Paulo Jorge Lamoso Laranjeira, com
o trabalho “Tutorial sobre a utilização de software estatístico para a
implementação de modelos multiestado e de riscos competitivos”. Ongoing.
[Msc] Leandro dos Santos Xavier Duarte,
com o trabalho “Improved time estimation in Covid19 progression”. Ongoing.
[Msc] Daniela Quintas Brasileiro, com o
trabalho “Métodos de amostragem de dados para Machine Learning”. Ongoing.
[Msc] Joana Patrícia Matos Ribeiro, com o
trabalho “Modelos de Pricing: Seguro de Saúde Grupo”. Ongoing.
[Msc] Carmen Afonso Alves, com o trabalho
“Tratamento e análise de dados no âmbito de uma Contract Research
Organization”. Ongoing.
LiDA
(Lifetime Data Analysis).
JIRSS
(Journal of the Iranian Statistical Society).
JSS (Journal
of Statistical Software).
AISM (Annals of the
Institute of Statistical Mathematics).
SPE (Sociedade Portuguesa de Estatística).
JCS (Journal
of Computational Statistics).
SRE (Scientific Research and Essays).
SPL (Statistics & Probability Letters).
JBD (Journal of Biological Dynamics).
SMMR
(Statistical Methods in Medical Research)
BIOM (Biometrics)
BIOMJ (Biometrical Journal)
CSSC
(Communications in Statistics - Simulation and Computation)
CISTI
(Iberian Conference on Information Systems and Technologies)
REVSTAT
TEST
SJS
(Scandinavian Journal of Statistics)
SAJ
(Scandinavian Actuarial Journal)
ISNPS (International Society
for NonParametric Statistics)
The R
Journal
International
Society for NonParametric Statistics
BMC
Medical Research Methodology
Acta Medica Portuguesa
Experiences in the organization of activities I+D
Chair of the 34th edition of the International
Workshop on Statistical Modelling (IWSM2019 – www.iwsm2019.org), July 7-12 2019,
Guimarães, Portugal.
Secretary
and Treasurer of the Organizing Committee for the “I Congresso de Estatística e
Investigação Operacional da Galiza e Norte de Portugal VII Congreso Galego de
Estatística e Investigación de Operacións, Guimarães, Portugal, October 26-28,
2005”.
Member of the organizing committee of the “XI Conferência Espanhola e Primeiro Encontro Ibero Americano de Biometria”, Salamanca, Spain, July 20- 22, 2007”.
Member of the
scientific committee of the workshop StaM2010 “Statistical Modelling: Challenges in Health”,
Lisbon, Portugal, May 9-12, 2010.
Organization of the invited session “Modelos Multiestado” from the Conference
SEIO (Sociedad Española de Estadística e Investigación Operativa), A Coruña,
Spain, September 14-17, 2010.
Member of the
organizing committee of the workshop “VI International Workshop on Spatio-Temporal
Modelling (METMAVI)”,
Guimarães, Portugal, September 12-14, 2012.
Member of the scientific committee of the workshop “1.º Fórum de Estatística na Universidade do Minho”, NEEUM, School of Sciences, University of Minho, Guimarães, Portugal, September 25th 2012.
Member of the
organizing committee of the workshop “Workshop Statistical Modelling in Medical and Environmental Sciences”, Guimarães, Portugal, December 13,
2012.
Member of the
organizing committee of the Conference “JOCLAD 2013 - XX Jornadas de Classificação e
Análise de Dados”, Guimarães, Portugal, April 11-13, 2013.
Member of the
organizing committee of the workshop “Second Meeting on Statistical Modeling in
Medical and Environmental Sciences”, Guimarães, Portugal, October 3-4, 2013.
Member of the scientific committee of the Conference “I Encontro Português de Biometria e I Encontro Luso-Galaico de Biometria”, Braga, Portugal, July 14-16, 2013.
Member of the
organizing committee of the workshop “Second Meeting on Statistical Modeling in
Medical and Environmental Sciences”, Guimarães, Portugal, October 3-4, 2013.
Member of the
organizing committee of the workshop “Statistics and
Applications”, Guimarães, Portugal, October 15-16, 2014.
Organization of the invited session “New
software developments for competing risks and multi-state models” of the Conference ERCIM 2014,
Pisa, Italy, December 6-8, 2014.
Member of the
scientific committee of the workshop “One-Day Workshop on Statistics Analysis”, Lisbon, Portugal, January 27, 2017.
Member of
the scientific committee of the “33rd International Workshop on Statistical Modelling”, Bath, England,
July 2018.
Chair of
the “34rd International
Workshop on Statistical Modelling”, Guimarães, Portugal, July 2019.
Member of
the scientific committee of the “35th International Workshop on Statistical Modelling”, Bilbao, Spain,
July 2020.
Member of
the scientific committee of the “25th National Congress of the Portuguese Statistical Society”,
November 2020.
Vice-Presidente
da Comissão Organizadora do “XXVI Congresso da Sociedade Portuguesa de
Estatística”, Guimarães, Portugal, Outubro de 2023. URL: https://w3.math.uminho.pt/SPE2023/comissoes.html#
Membro e co-chair da Comissão Científica do “One-Day Meeting On Survival Analysis”, Guimarães, Portugal, Julho de 2023. URL: https://w3.math.uminho.pt/ODMSurvivalAnalysis/
Membro da Comissão Científica do “XXVI Congresso da Sociedade Portuguesa de Estatística”, Guimarães, Portugal, Outubro de 2023. URL: https://w3.math.uminho.pt/SPE2023/comissoes.html#
Membro da Comissão Organizadora do “International Symposium on NonParametric Statistics (ISNPS)”, Guimarães, Portugal, junho de 2024. URL: https://w3.math.uminho.pt/ISNPS2024/index.html#
Membro da
Comissão Científica do “International Symposium on NonParametric Statistics
(ISNPS)”, Guimarães, Portugal, junho de 2024. URL: https://w3.math.uminho.pt/ISNPS2024/index.html#
Coordination of Projects / Funding
[Member] Project “PREFERENTIAL - Improving spatial estimation and survey design through preferential sampling in fishery and biological applications”. FCT - Programa 2017 - 02/SAICT/2017. Projeto com referência PTDC/MAT-STA/28243/2017. Investigador principal: Raquel Menezes.
[Member] Project “Contribuição dos Fatores
Psicológicos na Cura da Ulcera do Pé Diabético, em Indicadores Fisiológicos de
Prognóstico de Cura, e Qualidade de Vida: Um Estudo Longitudinal Randomizado de
Avaliação de Eficácia”. Projeto FCT 2017 (H2020) com referencia
02-SAICT-2017 (FCT). Investigador Principal: Maria da Graça Pereira Alves. Project funded with 187.915,67 €
[Member] Project “New contributions in semiparametric regression and
applications in agricultural field trials, epidemiological risk assessment, and
marine ecology”. Ministerio de Economía, Industría y
Competitividad (Espanha) referencia MTM2017-82379-R. Investigador principal:
María Xosé Rodríguez ÁLvarez e Dae-Jin Lee. Project funded with 50.000,00 euros. 2018 - 2020.
[Member] Project “Inferencia en Modelos Aditivos Generalizados: Extensiones al Analisis ROC con Covariables, Regresion Cuantil y Analisis de Supervivencia. Aplicaciones en Medicina y Biologia”. Ministerio de Educación y Ciencia (Espanha) MTM2011-28285-C02-01. Fondos FEDER (Conv. Publica). Investigador principal: Carmen Cadarso Suárez. Project funded with 96.558,00 euros. 2012 - 2014.
[Member] Project “Espaços urbanos:
dinâmicas demográficas e sociais (séculos XVII-XX)”, with reference
PTDC/HIS-HIS/099228/2008. Project financed with 142.989,00 euros. Beginning in March 2010.
Principal Researcher: Carlota Maria Fernandes Santos. Duration: 18 months.
[Member] Project “Formación de una Red
Nacional de Bioestadística”. Ministerio de Ciencia e Innovación (Espanha)
MTM2010-09213-E. Principal Researcher: Carmen Cadarso Suárez. Duration: 12
months.
[Member] Project “Census Vivo”, ciência viva
VI with reference CV/PVI/0782 Portugal (with conclusion in 2007). Principal
Researcher: Bruno Sousa. Project
financed with 25.000 euros.
[Member] Project
“Elemento do projeto “Inferencia
Estadística
en Modelos Aditivos Generalizados y Extensiones. Aplicaciones a la Fisiología, Epidemiología y Radiología”. Ministerio de Educación y
Ciencia (Espanha). Fondos FEDER (Conv. Publica).
Investigador principal: Carmen Cadarso Suárez. Project funded with 56.900 euros. 2005- 2017.
Statistics and Operational Research
Department in Santiago de Compostela University, where I was registered as a
PhD student and where my official supervisor Prof.Carmen Cadarso-Suárez. My
other official PhD supervisor is Prof. Jacobo de Uña-Álvarez from Vigo
University.
·
IWSM2019
·
International
Association for Statistical Computing, IASC-ISI
· Associação Portuguesa de Classificação e Análise de Dados, CLAD
· Sociedade Portuguesa de Estatística, SPE
· R
· Quick-R
· Statistics Calculator Online
·
Wolfram Research: Probability
and Statistics, Integral
Calculator, Derivative
Calculator
·
Diagnostic
Test Evaluation Calculator
·
Statistical Computation Online:
Clinical Calculator and many other tests
·
Compendium
of Common Probability Distributions