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Gustavo Soutinho

Observed names: Gustavo Domingos da Costa Coelho Soutinho, Gustavo SOUTINHO, Soutinho, Gustavo, Soutinho, Gustavo Domingos da Costa Coelho
Observed institutions: Universidade do Porto, Universidade Portucalense, REMIT – Research on Economics, Management and Information Technologies, Institute of Public Health, University of Porto, Universidade de Vigo, University of Minho
ORCID: 0000-0002-0559-1327
Observed ORCID: 0000-0002-0559-1327
OpenAlex ID: A5011076502
Proceedings of the 34th international workshop on statistical modelling
2019 · Luís Meira Machado, Gustavo Soutinho · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · 124
Methods for checking the Markov condition in multi-state survival data
2021 · Gustavo Soutinho, Luís Meira-Machado · Computational Statistics · 14
Natural Gas Prices in the Framework of European Union’s Energy Transition: Assessing Evolution and Drivers
2023 · Vitor Miguel Ribeiro, Gustavo Soutinho, et al. · Energies · 8
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A comparison of presmoothing methods in the estimation of transition probabilities
2020 · Gustavo Soutinho, Luís Meira-Machado, et al. · Communications in Statistics - Simulation and Computation · 8
survidm: An R package for Inference and Prediction in an Illness-Death Model
2021 · Gustavo Soutinho, Marta Sestelo, et al. · The R Journal · 7
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Estimation of the Transition Probabilities in Multi-state Survival Data: New Developments and Practical Recommendations
2020 · Gustavo Soutinho, Luis Meira-Machado · WSEAS TRANSACTIONS ON MATHEMATICS · 4
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Imputation strategies for interval-censored data: from AFT models to machine learning and scaled redistribution
2026 · Gustavo Soutinho, Luís Meira-Machado · AIMS Mathematics · 2
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markovMSM: An R Package for Checking the Markov Condition in Multi-State Survival Data
2023 · Gustavo Soutinho, Luís Meira-Machado · The R Journal · 2
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Analysis of Survival Data with Multiple Events
2022 · Luís Meira-Machado, Carla Moreira, et al. · WSEAS TRANSACTIONS ON MATHEMATICS · 2
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Nonparametric estimation of the distribution of gap times for recurrent events
2022 · Gustavo Soutinho, Luís Meira-Machado · Statistical Methods & Applications · 2
Analysis of Complex Survival Data: a tutorial using the Shiny MSM.app application
2022 · Soutinho, Gustavo, Meira-Machado, Luís · arXiv (Cornell University) · 2
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Imputation of the Response Variable in Survival Analysis with Interval-Censored Data
2025 · Gustavo Soutinho, Luís Meira-Machado · Lecture notes in computer science · 1
Parametric Landmark Estimation of the Transition Probabilities in Survival Data with Multiple Events
2022 · Gustavo Soutinho, Luís Meira-Machado · WSEAS TRANSACTIONS ON MATHEMATICS · 1
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Arrow Plot for Selecting Genes in a Microarray Experiment: An Explorative Study
2017 · Catarina Lemos, Gustavo Soutinho, et al. · Lecture notes in computer science · 1
A Landmark‐Turnbull Estimator for Non‐Markovian Illness‐Death Models With Interval‐Censored Observations
2026 · Gustavo Soutinho, Marta Azevedo, et al. · Statistical Analysis and Data Mining The ASA Data Science Journal
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A unified imputation framework for interval-censored data: comparing AFT, RSF, and DeepSurv models [abstract]
2026 · Soutinho, Gustavo, Meira-Machado, Luís · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Estimation of the Bivariate Distribution Function for interval-Censored Data
2026 · Soutinho, Gustavo, Meira-Machado, Luís, et al. · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Covariate significance testing in the conditional bivariate distribution function
2026 · Gustavo Soutinho, Lúıs Meira-Machado, et al. · AIP conference proceedings
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Estimation of the bivariate distribution function for interval censored data [abstract]
2025 · Soutinho, Gustavo, Azevedo, Marta, et al. · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
XGBoost-Based vs. AFT Model Imputation: Addressing Interval Censoring in Time-to-Event Data [comunicação oral]
2025 · Soutinho, Gustavo, Meira-Machado, Luís · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Pre‐Smoothing Methods for Transition Probabilities in Complex Non‐Markovian Multistate Models
2025 · Gustavo Soutinho, Luís Meira‐Machado · International Statistical Review
Beyond Kaplan-Meier: A Comprehensive R Package for Interval-Censored Survival Analysis Using Turnbull’s Approach
2025 · Marta Azevedo, Gustavo Soutinho, et al. · Lecture notes in computer science
presmoothedTP: Presmoothed Landmark Aalen-Johansen Estimator of Transition Probabilities for Complex Multi-State Models
2025 · Gustavo Soutinho, Luis Meira-Machado
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Survapp: A Shiny Application for Survival Data Analysis
2025 · Emanuel Vieira Monteiro da Silva, Luís Filipe Meira Machado, et al. · Springer proceedings in mathematics & statistics
Nonparametric Estimation of the Conditional Bivariate Distribution Function of Censored Gap Times
2024 · Gustavo Soutinho, Luís Meira-Machado · International Conference on Applied Mathematics & Computer Science (ICAMCS)
Works count: 43
Citation count: 178
H-index: 5
I10-index: 2
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