Publications
Journals in Statistics
- Gares V., Hajage, D. and Chauvet, G. Closed-form variance
estimator for generalized propensity score. Biometrical Journal. 2021.
- Gares V. and Omer J. Regularized Optimal Transport of Covariates and Outcomes in Data Recoding. Journal of the American Statistical Association. 0, 1-14, 2020.
- Gares V., Dimeglio C, Guernec G, Fantin F, Lepage B, Korosok MR, Savy N. On the use of optimal transportation theory to recode variables and application to database merging. The International Journal of Biostatistics. 16, 1557-4679, 2019. (Article).
- Gares V., Andrieu S., Dupuy J.-F. and Savy N. On Fleming-Harrington’s test for late effects in prevention randomized controlled trials. Journal of Statistical Theory and Practice, 11(3), 418-435, 2017. (Supplementary materials)
- Gares V., Andrieu S., Dupuy J.-F. and Savy N. An omnibus test for several hazard alternatives in prevention randomized controlled clinical trials. Statistics in Medicine, 34, 541-557, 2015. (Article)
- Gares V., Andrieu S., Dupuy J.-F. and Savy N. A comparison of the constant piecewise weighted and Fleming Harrington's tests. Electronic Journal of Statistics, 8, 841-860, 2014. (Article)
Journals applied to medical
- Lequy E., Siemiatycki J., De Hoogh K., Vienneau D., Dupuy J.-F., Gares V., Hertel O., Christensen J. H., Zhivin S., Goldberg M., Zins M. and Jacquemin B. Contribution of Long-Term Exposure to Outdoor Black Carbon to the Carcinogenicity of Air Pollution: Evidence regarding Risk of Cancer in the Gazel Cohort. Environmental Health Perspectives. 2021.
- Guillen A., Curot J., Birmes P., Denuelle M., Gares V., Taïb S., Valton L., Yrondi A. Suicidal Ideation and Traumatic Exposure Should Not Be Neglected in Epileptic Patients: A Multi-dimensional Comparison of the Psychiatric Profile of Patients Suffering from Epilepsy and Patients Suffering from Psychogenic Non-epileptic Seizures. Frontiers in Psychiatry, section Mood and Anxiety Disorders. 2019.
- Gebski V., Gares V., Gibbs E. and Byth K. Data maturity and follow-up in time-to-event analyses: How far in time to extend the Kaplan-Meier Plot. International Journal of Epidemiology, 47(3), 2018
- Castagné R., Gares V., Karimi M., Chadeau-Hyam M., Vineis P, Delpierre C., Kelly-Irving M. Lifepath consortium. Allostatic load and subsequent all-cause mortality: which biological markers drive the relationship? Findings from a UK birth cohort. Europeen Journal of Epidemiology, 33(5), 441-458, 2017.
- Garsed D. W., [...], Gares V., [...], The Australian Ovarian Cancer Study Group,[...] Bowtell D. D. L. and DeFazio A. Homologous Recombination DNA Repair Pathway Disruption and Retinoblastoma Protein Loss are Associated with Exceptional Survival in High-Grade Serous Ovarian Cancer. Clinical Cancer Research,145(16), 3405-3412, 2017.
- Gares V., Panico L., Castagné R., Delpierre C. and Kelly-Irving M. The role of the early social environment on Epstein Barr virus infection: a prospective observational design using the Millennium Cohort Study. Epidemiology and infections. 2017.
- Coley N.*, Gallini A.*, Gares V., Gardette V., Andrieu S. and the ICTUS/DSA group. A longitudinal study of transitions between informal and formal care in Alzheimer’s disease using multistate models in European ICTUS cohort. Journal of the American Medical Directors Association, 16(12), 1104.e1-7, 2015.
- Soto M., Andrieu S., Gares V., Gillette-Guyonnet S., Cantet C., Vellas B. and Nourhashémi F. Living alone with Alzheimer's disease and the risk of adverse outcomes. Results from the PLASA study. Journal of the American Geriatrics Society, 63(4),651-8, 2014.
Packages
- Title: Optimal transportation for data recoding.
Author: Guernec G., Navarro P., Garès V.
Talks with peer review
- Gares V., Hajage D. and Chauvet G. Closed-form variance
estimator for generalized propensity score. ISCB 2021, Lyon, 20 juillet 2021.
- Gares V. Regularized optimal transport of covariates and outcomes in data recoding. Conference CM statistics, London, 21 december 2019.
- Hudson M., Gares V., Manuguerra M., Gebski V. Correlated bivariate Normal competing risks -- simulation findings in an ill-posed problem. Joint International Society for Clinical Biostatistics and Australian Statistical Conference, Melbourne, 30 august 2018.
- Garès V., Dimeglio C., Guernec G., Fantin R., Lepage B., Kosorok M.R., Savy N. On the use of optimal transportation theory to merge databases. 50èmes journées de la Société Française de Statistique, EDF Lab Paris Saclay, 31 mai 2018.
- Garès V., Omer J., Guernec G. and Savy N. On the use of optimal transportation theory to merge databases. Conference on Statistics and Health, Toulouse, France, 13 january 2018. (Slides)
- Garès V., Hudson M. and Gebski V. Estimating correlation between competing risks. Biometrics by the Harbour, Hobart, Tasmania, Autralia, 3 December 2015
- Gibbs E., Gebski V., Garès V. and Byth K. Data maturity and follow-up in time-to-event analyses: How far in time to extend the Kaplan-Meier Plot? ACTA 2015, International Clinical Trials Symposium, Sydney, Australie, 9 October 2015.
- Garès V., Hudson M. and Gebski V. Estimating correlation between competing risks. ACTA 2015, International Clinical Trials Symposium, Sydney, Autralia, 9 October 2015
- Savy N., Garès V., Andrieu S. and Dupuy J.-F. On the use of Fleming and Harrington's test to detect late effects in clinical trials. 8th International Conference of the ERCIM Working Group on Computational and Methodological Statistics, Londres, UK, 2015.
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. Un nouveau test pour l’analyse de données de prévention en recherche clinique. 45 ème journée de statistiques, Toulouse, France, 27 May 2013
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. On the use of Fleming-Harrington’s test in prevention trials. Statistical Models and Methods for Reliability and Survival Analysis and Their Validation, Bordeaux, France, 4 July 2012.
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. Utilisation du test de Fleming-Harrington dans les essais de prévention. 44 ème journée de statistiques, Brussels, Belgium, 24 May 2012
- Coley N., Garès V., Gallini A., Gardette V., Vellas B., Grand A., Andrieu S. et l’Ictus study group. Evolution de la prise en charge des sujets diagnostiqués Alzheimer à 2 ans de suivi en Europe. 34èmes Journées Annuelles de la Société Française de Gériatrie et Gérontologie, Paris, France, 25-27 November 2014.
Seminar/Workshops
- Gares V. Regularized optimal transport of covariates and outcomes in data recoding. Obelix seminar, Vannes, 17 june 2019.
- Gares V. Regularized optimal transport of covariates and outcomes in data recoding. Seminar in Toulouse School of economics, team MADS, Toulouse, 18 april 2019.
- Gares V. Regularized optimal transport of covariates and outcomes in data recoding. IRSET seminar, Rennes, 25 september 2018.
- Gares V. Analyse de données de survie : risques non proportionnel et risques compétitifs. IRMAR seminar, Rennes, 10 october 2017.
- Gares V. Analyse de données de survie : risques non proportionnel et risques compétitifs. Statistics seminar, Rennes, 15 september 2017.
- Gares V., Delpierre C., Kelly M. and Savy N. BMI trajectories of children from the Millenium Cohort Study. Scientific Seminar INSERM team "Cancer et maladies chroniques : inégalités sociales de santé, accès primaire et secondaire aux soins", Toulouse, 12 july 2016
- Gares V., Delpierre C., Kelly M. and Savy N. BMI trajectories of children from the Millenium Cohort Study. Days of GDR statistics and health, Lyon, 28 june 2016
- Garès V., Hudson M. and Gebski V. Estimating correlation between competing risks. Scientific Seminar INSERM team "Cancer and chronic disease: social inequalities in health, access to primary and secondary care", Toulouse, 8 march 2016
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. Améliorer la performance des outils statistiques des essais de prévention de la maladie d'Alzheimer. Scientific Seminar INSERM, Toulouse, 13 décember 2013
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. On the use of Fleming and Harrington test to detect Late Survival Difference in clinical trials. Workshop « Analyse de Données Longitudinales de Cancer : Modèles de Markov Cachés », Toulouse, 19 october 2012
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. On the use of Fleming and Harrington test to detect Late Survival Difference in clinical trials. Days of GDR statistics and health, Rennes, 21 september 2012
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. Améliorer la performance des outils statistiques des essais de prévention de la maladie d'Alzheimer. Unit 1027 Inserm inauguration, Toulouse, 15 march 2012
Poster
- Gregory G., Garès V., Navaro, P. Omer, J., Saint-Pierre P. and Savy, N. OTrecod: An package for data integration using Optimal Transportation theory. useR! 2019, Toulouse, 9-12 july 2019
- Garès V., Andrieu S., Dupuy J.-F. and Savy N. Améliorer la performance des outils statistiques des essais de prévention de la maladie d'Alzheimer. France Alzheimer association and Fondation de France, Paris, 3 june 2014
PhD supervisions
- Renan Bernard (thèse Univ. Bretagne Sud, IRISA / team OBELIX, Vannes) (2021 - present)
Machine learning and causal inference
Co-Encadrement avec Nicolas Courty et Chloé Friguet
- Abdoulaye Koroko (thèse IFPEN) (2020 - present)
Méthodes d'optimisation stables et parallèles pour l'apprentissage avec de grandes données
Co-Encadrement avec Ani Anciau Sedrakian, Ibtihel Ben Gharbia, Mounir Haddou et Quang Huy tran
- Aymane Gourimane (thèse cifre avec Eurovia) (2019 - present)
Amélioration de l'uni longitudinal des chaussées
Co-Encadrement avec Fekri Meftah et Jean-François Dupuy
- Thanh Huan Vo (thèse CHL / B<>com) (2019 - present)
Appariement de bases de données et application sur les données du SNIIRAM
Co-Encadrement avec Guillaume Chauvet