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Prépublications sur ArXiv
  • Cottin,A.,N.Pécuchet,M.Zulian,A.Guilloux,andS.Katsahian(2021).IDNetwork:A deepIllness‑Death Net‑work based on multi‑states event history process for versatile disease prognostication. eprint:(soumis)
  • Morel, M., B. Bouyer, A.Guilloux, M. Laanani, F. Leroy, D. P. Nguyen, Y. Sebiat, E. Bacry, and S. Gaiffas(2020). Screening anxiolytics, hypnotics, antidepressants and neuroleptics for bone fracture risk amongelderly: a nation‑wide dynamic multivariate self‑control study using the SNDS claims database.eprint:(soumis).
  • Bussy, S., Alaya, M. Z., Jannot, A. S., & Guilloux, A. (2020). “Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics.” arXiv : arXiv:1807.09813 (en révision)
  • M. Alaya et al.(2018). “ High-Dimensional Cox and Aalen Models with Change-Points”. hal-01798390
  • Virouleau A., Guilloux, A., Gaiffas S. et Bogdan M. (2017). “High-dimensional robust regression and outliers detection with SLOPE”. arXiv:1712.02640}.
  • Achab, M., A. Guilloux, S. Gäıffas et E. Bacry (2015). SGD with Variance Reduction beyond Empirical Risk Minimization. arXiv : arXiv:1510.04822.
  • Gaïffas, S. et A. Guilloux (2009). Learning and adaptive estimation for marker-dependent counting processes. arXiv : arXiv:0909.5342.
  • Comte, F., S. Gaiffas et A. Guilloux (2008). Adaptive estimation of the conditional intensity of marker- dependent counting processes. arXiv : arXiv:0810.4263.
  • Six, E., Guilloux, A. et al. (2020). “Clonal tracking in gene therapy patients reveals a diversity of human hematopoietic differentiation programs”. In Blood
  • Alaya, M., S. Gaiffas, A. Guilloux et S. Bussy (2019). “Binarsity : a penalization for one-hot encoded features”. In Journal of Machine Learning et arXiv:1703.08619
  • Bussy, S., Veil, R., Looten, V., Burgun, A., Gaïffas, S., Guilloux, A., … & Jannot, A. S. (2019). Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework. BMC medical research methodology, 19(1), 50.
  • Cohen, R., E. Hain, O. Buhard, A. Guilloux, A. Bardier, R. Kaci, P. Bertheau, F. Renaud, F. Bibeau, J.-F. Fléjou, T. Andre, M. Svrcek et A. Duval (2019). “Association of Primary Resistance to Immune Checkpoint Inhibitors of Metastatic Colorectal Cancer With Misdiagnosis of Microsatellite Instability or Mismatch Repair Deficiency Status”. In : JAMA Oncology.
  • Bussy, S., S. Gaiffas, A. Guilloux et A. Jannot (2019). “C-mix : a high dimensional mixture model for censored durations, with applications to genetic data”. In : Statistical Methods for Medical Research.
  • Morel M., Bacry E., Gaiffas S., Guilloux A. et Leroy F. (2018). “ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection”. In: Biostatistics et arXiv:1712.08243.
  • Marisa L.,Jonchere V., Greene M. et … et Guilloux A., Collura A., de Reynies A. et Duval A. (2018). “Identification of positively and negatively selected driver gene mutations associated with colorectal cancer instability”. In : Cellular and Molecular Gastroenterology and Hepatology.
  • Allart, T., G. Levieux, M. Pierfitte, A. Guilloux et S. Natkin (2017). “Difficulty influence on motiva- tion over time in video games using survival analysis”. In : Proceedings of the 12th International Conference on the Foundations of Digital Games. ACM, p. 2.
  • Allart, T., G. Levieux, M. Pierfitte, A. Guilloux et S. Natkin (2016). “Design influence on player retention : A method based on time varying survival analysis”. In : Computational Intelligence and Games (CIG), 2016 IEEE Conference on. IEEE, p. 1–8.
  • Agathe Guilloux, Sarah Lemler et Marie-Luce Taupin (2016). “Adaptive kernel estimation of the baseline function in the Cox model, with high-dimensional covariates”. In : Journal of Multavariate Analysis
  • O. Buhard et al. HSP110 T17 simplifies and improves the microsatellite instablity testing in colorectal cancer patients. Journal of Medical Genetics (2016).
  • Agathe Guilloux, Sarah Lemler et Marie-Luce Taupin. Adaptive estimation of the baseline function in a high-dimensional Cox model via model selection . Journal of Statistical Planning and Inference (2016).
  • M. Alaya, S. Gaiffas et A. Guilloux (2015). Learning the Intensity of Time Events With Change-Points . In : IEEE Transactions on Information Theory, p. 5148–5171.
  • Sahra Bodo et al. “Diagnosis of Constitutional Mismatch Repair-Deficiency Syndrome Based on Mi- crosatellite Instability and Lymphocyte Tolerance to Methylating Agents”. In : Gastroenterology 149.4 (2015), p. 1017–1029.
  • Olivier Bouaziz et Agathe Guilloux (2014). “A penalized algorithm for event-specific rate models for recurrent events”. In : Biostatistics.
  • Ada Collura et al. Patients With Colorectal Tumors With Microsatellite Instability and Large Deletions in HSP110 T 17 Have Improved Response to 5-Fluorouracil–Based Chemotherapy . Gastroenterology 146.2 (2014), p. 401–411.
  • Jean-Yves Dauxois, Agathe Guilloux et Syed NUA Kirmani. Estimation in a competing risks proportional hazards model under length-biased sampling with censoring . Lifetime data analysis 20.2 (2014), p. 276–302.
  • Olivier Bouaziz, Fabienne Comte et Agathe Guilloux. Nonparametric estimation of the intensity function of a recurrent event process . In : Statistica Sinica 23.2 (2013), p. 635–665.
  • Elodie Brunel, Fabienne Comte et Agathe Guilloux. Nonparametric estimation for survival data with censoring indicators missing at random . Journal of Statistical Planning and Inference 143.10 (2013), p. 1653–1671.
  • Stéphane Gaiffas et Agathe Guilloux. High-dimensional additive hazards models and the lasso . Electronic Journal of Statistics 6 (2012), p. 522–546.
  • Fabienne Comte, St&eacutephane Gaiffas et Agathe Guilloux. Adaptive estimation of the conditional intensity of marker-dependent counting processes . Annales de l’institut Henri Poincaré (B) 47.4 (2011), p. 1171–1196.
  • Ségolen Geffray et Agathe Guilloux. Maximum likelihood estimator for cumulative incidence functions under proportionality constraint . In : Sankhya A 73.2 (2011), p. 303–328.
  • A. Zaanan et al. Impact of p53 expression and microsatellite instability on stage III colon cancer disease-free survival in patients treated by 5-fluorouracil and leucovorin with or without oxaliplatin . In : Annals of oncology 21.4 (2010), p. 772–780.
  • E Brunel, F Comte et Agathe Guilloux. Nonparametric density estimation in presence of bias and censoring . In : Test 18.1 (2009), p. 166–194.
  • Jamila El-Bchiri et al. Nonsense-mediated mRNA decay impacts MSI-driven carcinogenesis and anti-tumor immunity in colorectal cancers . In : PLoS One 3.7 (2008), e2583.
  • Elodie Brunel, Fabienne Comte et Agathe Guilloux. Estimation Strategies for Censored Lifetimes with a Lexis-Diagram Type Model . In : Scandinavian Journal of Statistics 35.3 (2008), p. 557–576.
  • Jean-Yves Dauxois et Agathe Guilloux. Nonparametric inference under competing risks and selection- biased sampling . In : Journal of Multivariate Analysis 99.4 (2008), p. 589–605.
  • Agathe Guilloux et Philippe Saint-Pierre. Estimateur de la fonction de r&eacutepartition bivari&eacutee avec censures &agrave droite et &agrave gauche . In : 52.1-2 (2008), p. 157–164.
  • J. El Bichri et al. Functional consequences due to differential frameshift mutation-derived mRNAs decay in colorectal cancers . In : Molecular Cancer Therapeutics 6.11 Supplement (2007), p. C247– C247.
  • Agathe Guilloux. Nonparametric estimation for censored lifetimes suffering from unknown selection bias . In : Mathematical Methods of Statistics 16.3 (2007), p. 202–216.
  • A. Guilloux. Estimation sous biais de sélection et avec fonction de poids inconnue . In : Comptes Rendus Mathematique 342.4 (2006), p. 275–278.
  • Jean-Yves Dauxois, Agathe Guilloux et Syed NUA Kirmani. Nonparametric estimation from proportional hazards competing risks data under selection bias . In : Nonparametric Statistics 17.6 (2005), p. 717–731.
  • Ségolen Geffray et Agathe Guilloux. Estimation dans un modèle de Koziol–Green généralisé . In : Comptes Rendus Math&eacutematique 341.1 (2005), p. 49–52.
  • Jean-Yves Dauxois, Agathe Guilloux et Syed NUA Kirmani. Estimation de la fonction de survie sous biais de longueur pour des risques concurrents et proportionnels . In : Comptes Rendus Math&eacutematique 337.11 (2003), p. 745–748.
  • Freddie Bray et al. Practical implications of imposing a new world standard population . In : Cancer causes & control 13.2 (2002), p. 175–182.
  • René Lambert et al. Incidence and mortality from stomach cancer in Japan, Slovenia and the USA . In : International Journal of Cancer 97.6 (2002), p. 811–818.
Chapitres dans des ouvrages collectifs
  • Elodie Brunel, Fabienne Comte et Agathe Guilloux. Estimation/Imputation strategies for missing data in survival analysis . In : Statistical Models and Methods for Reliability and Survival Analysis. John Wiley & Sons, Inc., Hoboken, USA, 2014, p. 229–252.
  • Agathe Guilloux. Sampling in Survival Analysis and Estimation with Unknown Selection Bias and Censoring . In : Statistical Models and Methods for Biomedical and Technical Systems. Springer, 2008, p. 213–224.
members/aguilloux/recherche.txt · Last modified: 2021/02/05 10:30 by Agathe Guilloux

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