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<!DOCTYPE html>
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<title>Marta Sestelo</title>
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<h3><a href="http://sestelo.github.io">sestelo.github.io</a></h3>
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<a href="01_aboutme.html"><strong>About me</strong></a>
<a href="02_research.html"><strong>Research</strong></a>
<a href="03_teaching.html"><strong>Teaching</strong></a>
<a href="04_software.html"><strong>Software</strong></a>
<a href="05_news.html"><strong>News</strong></a>
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<p><br> <br> <br> <br> <br> <br></p>
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<a href="mailto:sestelo@uvigo.es">sestelo@uvigo.es</a><br /><a href="http://sestelo.github.io">sestelo.github.io</a> <br /> <a href="http://sidor.uvigo.es">SiDOR group, Uvigo</a><br />
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Marta Sestelo<br/><a href="https://www.gradiant.org/?lang=en">Gradiant</a><br />University of Vigo<br />
</div>
<div id="texto">
<h2><a name="research"></a> Research</h2>
<h4>Journal articles</h4>
<ul>
<li><p><a href="https://www.nature.com/articles/s41598-025-31936-9?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20260213&utm_content=10.1038/s41598-025-31936-9"> G. Bidegain, M. Sestelo, P. L. Luque, E. N. Powell, A. Irirarte, I. Uriarte and D. Munroe (2026). Nonparametric quantile regression captures regional variability and scaling deviations in Atlantic surfclam length–weight relationships. Scientific Reports, 16, 6153.</a></p></li>
<li><p><a href="https://www.aimspress.com/article/doi/10.3934/math.20251043"> J. Fuentes, I. Ortega-Fernández, N. M. Villanueva and M. Sestelo (2025). Cybersecurity Threat Detection Based on a UEBA Framework Using Deep Autoencoders. AIMS Mathematics, 10 (10).</a></p></li>
<li><p><a href="https://link.springer.com/article/10.1007/s11222-023-10320-5"> I. Ortega-Fernandez, M. Sestelo and N. M. Villanueva (2024). Explainable generalized additive neural networks with independent neural network training. Statistics and Computing, 34 (6).</a></p></li>
<li><p><a href="https://onlinelibrary.wiley.com/doi/10.1002/bimj.202300084"> M. Sestelo, L. Meira-Machado, N. M. Villanueva and J. Roca-Pardiñas (2024). A method for determining groups in cumulative incidence curves in competing risk data. Biometrical Journal, 66, 2300084.</a></p></li>
<li><p><a href="https://www.mdpi.com/2227-7390/11/10/2299"> N. M. Villanueva, M. Sestelo, M. M. Fonseca and J. Roca-Pardiñnas (2023). seq2R: An R package to detect change points in DNA sequences. Mathematics, 11 (10), 2299.</a></p></li>
<li><p><a href="https://link.springer.com/article/10.1007/s11276-022-03214-3"> I. Ortega-Fernandez, M. Sestelo, J. C. Burguillo and C. Piñón-Blanco (2023). Network intrusion detection system for DDoS attacks in ICS using deep autoencoders. Wireless Networks.</a></p></li>
<li><p><a href="https://www.mdpi.com/2077-1312/10/12/1837"> G. Bidegain, M. Sestelo, P.L. Luque, I. Uriarte, A. Iriarte and F. Villate (2022). The Role of Microplastics in Marine Pathogen Transmission: Retrospective Regression Analysis, Experimental Design, and Disease Modelling. Journal of Marine Science and Engineering, 10 (12), 1837.</a></p></li>
<li><p><a href="https://journal.r-project.org/archive/2021/RJ-2021-070/RJ-2021-070.pdf">G. Soutinho, M. Sestelo and L. Meira-Machado (2021). survidm: An R package for Inference and Prediction in an Illness-Death Model. The R Journal, 13 (2), 70-89.</a></p></li>
<li><p><a href="https://journal.r-project.org/archive/2021/RJ-2021-032/RJ-2021-032.pdf"> N. M. Villanueva, M. Sestelo, L. Meira-Machado and J. Roca-Pardiñas (2021). clustcurv: An R Package for Determining Groups in Multiple Curves. The R Journal, 13 (1), 164-183.</a></p></li>
<li><p><a href="https://rss.onlinelibrary.wiley.com/doi/pdf/10.1111/rssc.12336">M. Sestelo and J. Roca-Pardiñas (2019). Testing critical points of regression curves. An application to the management of aquatic living resources. Journal of the Royal Statistical Society: Series C, 68, 1051-1070.</a></p></li>
<li><p><a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.8016">N. M. Villanueva, M. Sestelo and L. Meira-Machado (2019). A method for determining groups in multiple survival curves. Statistics in Medicine, 38 (5):866-877.</a></p></li>
<li><p><a href="https://onlinelibrary.wiley.com/doi/full/10.1002/bimj.201700200">L. Meira-Machado and M. Sestelo (2019). Estimation in the progressive illness-death model: a non-exhaustive review. Biometrical Journal, 61 (2):245-263.</a></p></li>
<li><p><a href="https://www.jstatsoft.org/article/view/v082i12">M. Sestelo, N. M. Villanueva, L. Meira-Machado and J. Roca-Pardiñas (2017). npregfast: an R package for nonparametric estimation and inference in life sciences. Journal of Statistical Software, 82 (12), 1-27.</a></p></li>
<li><p><a href="https://journal.r-project.org/archive/2016-2/meiramachado-sestelo.pdf">L. Meira-Machado and M. Sestelo (2016). condSURV: an R package for the estimation of the conditional survival function for ordered multivariate failure time data. The R Journal, 8 (2), 460-473.</a></p></li>
<li><p><a href="https://journal.r-project.org/archive/2016-1/sestelo-villanueva-meiramachado-etal.pdf">M. Sestelo, N. M. Villanueva, L. Meira-Machado and J. Roca-Pardiñas (2016). FWDselect: an R package for variable selection in regression models. The R Journal, 8 (1), 132-148.</a></p></li>
<li><p><a href="http://www.sciencedirect.com/science/article/pii/S0165783616301400">A. Guerra, J. Hernández-Urcera, M. E. Garcia, M. Sestelo, M. Regueira, M. Gilcoto and A. F. González (2016). Spawning habitat selection by the common cuttlefish Sepia officinalis in the Cíes Islands (Northwest Spain). Fisheries Research, 183, 44-54.</a></p></li>
<li><p><a href="http://onlinelibrary.wiley.com/doi/10.1002/bimj.201500038/abstract">L. Meira-Machado, M. Sestelo and A. Gonçalves (2016). Nonparametric estimation of the survival function for ordered multivariate failure time data: a comparative study. Biometrical Journal, 58 (3), 623-634.</a></p></li>
<li><p><a href="http://www.sciencedirect.com/science/article/pii/S0165783615001010">A. Guerra, J. Hernández-Urcera, M. E. Garcia, M. Sestelo, M. Regueira, A. F. González, M. Cabanellas-Reboredo, M. Calvo-Manazza and B. Morales-Nin (2015). Spawning habitat selection by Octopus vulgaris: New insights for a more effective management of this resource. Fisheries Research, 167, 313-322.</a></p></li>
<li><p><a href="http://www.sciencedirect.com/science/article/pii/S0964569114003998">G. Bidegain, X. Guinda, M. Sestelo, J. Roca-Pardiñas, A. Puente and J.A. Juanes (2015). Assessing the suitability of the minimum capture size and protection regimes in the gooseneck barnacle shellfishery. Ocean and Coastal Management, 104, 150-158.</a></p></li>
<li><p><a href="http://www.icm.csic.es/scimar/index.php/secId/6/IdArt/4277/">A. Guerra, J. Hernández-Urcera, M. E. Garcia, M. Sestelo, M. Regueira, A. F. González, M. Cabanellas-Reboredo, M. Calvo-Manazza and B. Morales-Nin (2014). Dwellers in dens on sandy bottoms: Ecological and behavioural traits of Octopus vulgaris. Scientia Marina, 78(3), 405-414.</a></p></li>
<li><p><a href="http://www.sciencedirect.com/science/article/pii/S1352231014004713">M. Sestelo, J. Roca-Pardiñas and C. Ordóñez (2014). Predicting SO2 pollution incidents by means of additive models with optimum variable selection. Atmospheric Environment, 95,151-157.</a></p></li>
<li><p><a href="http://www.sciencedirect.com/science/article/pii/S0964569112002645">G. Bidegain, M. Sestelo, J. Roca-Pardiñas and J. A. Juanes (2013). Estimating a new suitable catch size for two clam species: Implications for shellfishery management. Ocean and Coastal Management, 71, 52-63.</a></p></li>
<li><p><a href="http://www.sciencedirect.com/science/article/pii/S0096300312008624">C. Ordóñez, M. Sestelo, J. Roca-Pardiñas and E. Covián (2012). Variable selection in regression models used to analyse Global Positioning System accuracy in forest environments. Applied Mathematics and Computation, 219, 2220-2230.</a></p></li>
<li><p><a href="http://www.bioone.org/doi/abs/10.2983/035.030.0336">M. Sestelo and J. Roca-Pardiñas (2011). A new approach to estimation of the length-weight relationship of Pollicipes pollicipes (Gmelin, 1789) on the Atlantic coast of Galicia (Northwest Spain): Some aspects of its biology and management. Journal of Shellfish Research, 30(3), 939-948.</a></p></li>
</ul>
<h4>Books</h4>
<ul>
<li>M. Sestelo (2017). A short course on Survival Analysis applied to the Financial Industry, BBVA Data \& Analytics, Madrid.</li><a href="https://bookdown.org/sestelo/sa_financial/">https://bookdown.org/sestelo/sa_financial/</a>
</ul>
<h4>Book chapters</h4>
<ul>
<li>I. Martínez-Silva, M. Sestelo, G. Bidegain, A. Lorenzo-Arribas and J. Roca-Pardiñas (2014). Nonparametric regression applied to sea urchin growth. In Sea Urchins: Habitat, Embryonic Development and Importance in the Environment. Marine Biology Series. Editor: E. Raymond Banks. Nova Publishers. ISBN: 978-1-63321-517.7.</li>
</ul>
<h4>PhD thesis</h4>
<ul>
<li><p><a href="http://www.investigo.biblioteca.uvigo.es/xmlui/handle/11093/305">M. Sestelo (2013). Development and computational implementation of estimation and inference methods in flexible regression models. Application to Biology, Engineering and Environment. Department of Statistics and O.R., University of Vigo.</a></p></li>
</ul>
<h4>Technical documents</h4>
<ul>
<li><p><a href="https://webs.uvigo.es/depc05/reports/13_07.pdf">N. M. Villanueva, M. Sestelo, C. Ordóñez and J. Roca-Pardiñas (2013). Comparing regression functions with an automatic selection of groups. Discussion Papers in Statistics and Operations Research, no 13/07.</a></p></li>
<li><p><a href="http://webs.uvigo.es/depc05/reports/13_02.pdf">M. Sestelo, N. M. Villanueva and J. Roca-Pardiñas (2013). FWDselect: Variable selection algorithm in regression models. Discussion Papers in Statistics and Operations Research, no 13/02.</a></p></li>
<li><p><a href="https://webs.uvigo.es/depc05/reports/12_06.pdf">M. Sestelo and J. Roca-Pardiñas (2012). Testing critical points of regression curves. An application to the management of aquatic living resources. Discussion Papers in Statistics and Operations Research, no 12/06.</a></p></li>
<li><p><a href="http://webs.uvigo.es/depc05/reports/10_02.pdf">M. Sestelo and J. Roca-Pardiñas (2010). Length-weight relationship of Pollicipes pollicipes (Gmelin, 1789) on the Atlantic coast of Galicia (NW Spain). Some aspects of its biology and management. Discussion Papers in Statistics and Operations Research, no 10/02.</a></p></li>
</ul>
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© <a href="http://sestelo.github.io">Marta Sestelo</a>, 2024
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