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MdC Biostatistique

Parcours

 Education

2004 PhD Information and Systems Technologies, Technology Univ., Compiègne.

2001 MD Public Health, Paris-Sud Univ., Orsay.

2000 MD Mathematics, Barcelona Univ., Barcelona (Spain).

Position

2005 – Assistant professor with tenure (Maître de Conférences), Bordeaux Univ., Bordeaux, ISPED.

2004 – 2005 Assistant lecturer (ATER), Paris Diderot Univ., Paris.

2001 – 2004 PhD student (Allocataire de recherche), Compiègne Technology Univ., Compiègne.

Fonctions

Co-Responsable pédagogique de la 1ère année du Master de Santé Publique de l’Université de Bordeaux (depuis 2011)

Publications 

Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm.

Avalos M, Pouyes H, Grandvalet Y, Orriols L, Lagarde E.

BMC Bioinformatics. 2015;16 Suppl 6:S1. doi: 10.1186/1471-2105-16-S6-S1. Epub 2015 Apr 17.

Training-related risk of common illnesses in elite swimmers over a 4-yr period.

Hellard P, Avalos M, Guimaraes F, Toussaint JF, Pyne DB.

Med Sci Sports Exerc. 2015 Apr;47(4):698-707. doi: 10.1249/MSS.0000000000000461.

Long-term chronic diseases and crash responsibility: a record linkage study.

Orriols L, Avalos-Fernandez M, Moore N, Philip P, Delorme B, Laumon B, Gadegbeku B, Salmi LR, Lagarde E.

Accid Anal Prev. 2014 Oct;71:137-43. doi: 10.1016/j.aap.2014.05.001. Epub 2014 Jun 12.

Variable selection on large case-crossover data: application to a registry-based study of prescription drugs and road traffic crashes.

Avalos M, Orriols L, Pouyes H, Grandvalet Y, Thiessard F, Lagarde E; CESIR research group.

Pharmacoepidemiol Drug Saf. 2014 Feb;23(2):140-51. doi: 10.1002/pds.3539. Epub 2013 Oct 18.

High–dimensional sparse matched case–control and case–crossover data.

Avalos M, Grandvalet Y, Pouyes H, Orriols L,  Lagarde E.

In: Formenti E, Tagliaferri R, Wit E editors. Computational Intelligence Methods for Bioinformatics and Biostatistics, Lecture Notes in Computer Science series volume 8452, Springer 2014, pp 109-124. ISBN: 978-3–319-09041-2

Identifying Optimal Overload and Taper in Elite Swimmers over Time.

Hellard P, Avalos M, Hausswirth C, Pyne D, Toussaint JF, Mujika I.

J Sports Sci Med. 2013 Dec 1;12(4):668-78. eCollection 2013.

Analysis of multiple exposures in the case-crossover design via sparse conditional likelihood.

Avalos M, Grandvalet Y, Adroher ND, Orriols L, Lagarde E.

Stat Med. 2012 Sep 20;31(21):2290-302. doi: 10.1002/sim.5344. Epub 2012 Mar 15.

Prescription-drug-related risk in driving: comparing conventional and lasso shrinkage logistic regressions.

Avalos M, Duran Adroher N, Lagarde E, Thiessard F, Grandvalet Y, Contrand B, Orriols L; CESIR Research Group.

Epidemiology. 2012 Sep;23(5):706-12. doi: 10.1097/EDE.0b013e31825fa528.

3D kinematic and dynamic analysis of the front crawl tumble turn in elite male swimmers.

Puel F, Morlier J, Avalos M, Mesnard M, Cid M, Hellard P.

J Biomech. 2012 Feb 2;45(3):510-5. doi: 10.1016/j.jbiomech.2011.11.043. Epub 2011 Dec 15.

Modeling the association between HR variability and illness in elite swimmers.

Hellard P, Guimaraes F, Avalos M, Houel N, Hausswirth C, Toussaint JF.

Med Sci Sports Exerc. 2011 Jun;43(6):1063-70. doi: 10.1249/MSS.0b013e318204de1c.

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