2008, HDR (Hability to conduct Research), France.
2001, Post-Doctorat at USC University, U.S.A.
2000, PhD in Biostatistics (University of Bordeaux), France.
The main goal of my research is to improve statistical methods for making inferences using medical data. As a statistician engaged in clinical and epidemiological research programs, my interests reflect both the medical and the statistical areas. In the domain of medicine, I have been focused for the last several years on Alzheimer, cancer recurrences, cancer survival, and environmental health.
Statistically, the major impetus of my work has been in survival analysis. I have been studying a collection of methods that enable us to take into account correlated data in survival analysis and competing risks, with a particular interest in random effects survival models or frailty models. My other major research interest is flexible joint models for handling both recurrent events, longitudianl biomarkers and a terminal event. These developments are associated with the development of dynamic prediction tools for predicting survival outcome. My recent interests are on the development of new statistical tools to validate surrogate endpoints in clinical trials, especially for meta-analyses datasets.
New methods, were largely developed in the field of correlated survival data and have been shown to be far superior to more traditional methods. Nevertheless, they are still not widely used by medical scientists. I hope to change that by making these methods easier to use and better understood. This is also why I invested time in developing the R package « FRAILTYPACK » (http://cran.r-project.org/web/packages/frailtypack/index.html) for analyzing clustered or recurrent events, or more generally correlated survival data.
- 2014, recruited as a director of research in Biostatistics at the INSERM institute
- 2001, recruited as a researcher in Biostatistics at the INSERM Institute
(1) A. Mauguen, B. Rachet, S. Mathoulin-Pélissier, G. Lawrence, S. Siesling, G. MacGrogan, and V. Rondeau. Validation of death prediction after relapses using joint models: application on french, english and dutch patients with a breast cancer. Journal of the Royal Statistical Society. Series C (Applied Statistics), submitted, 2014.
(2) C. Pradeau, V. Rondeau, E. Leveque, P. Guerniaud, E. Tentillier, M. Thicoipé, and P. Brochard. Short-term effects of ozone and particulate air pollution on out-of-hospital cardiac arrests. American Journal of Emergency Medicine, submitted, 2014.
(3) F. Rotolo, V. Rondeau, C. Legrand. Incorporation of nested frailties into multistate models with an application to a multicenter lung cancer clinical trial. Statistics in Medicine, in revision, 2014.
(4) V. Rondeau, A. Laurent, A. Mauguen, C. Berr, and C. Helmer. Dynamic prediction models for clustered and interval-censored outcomes: investigating the intra-couple correlation in the risk of dementia. Statistics in Medicine, submitted, 2013.
(5) A Bélot, V. Rondeau, L. Remontet, and R. Giorgi. A joint frailty model to estimate the recurrence event process and the disease-specific mortality process without needing the cause of death. Statistics in Medicine,15;33(18):3147-66, 2014.
(6) B. Amadeo, C. Robert, V. Rondeau, M.A. Mounouchy, L. Cordeau, X. Birembaux, E. Citadelle, J. Gotin, M. Gouranton, G. Marcin, L. David, and C Raherison. Impact of close-proximity and background air pollution on lung function of elementary school-children in French West Indies: an observational study. BMC Public Health, in press, 2013.
(7) A. Doussau, P. Perez, M. Puntous, J. Calderon, M. Jeanne, C. Germain, B. Rozec, V. Rondeau, G. Chêne, A. Ouattara, G Janvier for the PLASMACARD Study Group. Fresh Frozen Plasma transfusion did not reduce 30-day mortality in cardiopulmonary-bypass cardiac surgery patients with excessive bleeding. The PLASMACARD multicenter cohort study. Transfusion, 54(4):1114-24, 2014.
(8) I. Baldi, M.D. Lebailly, G. Bouvier, V. Rondeau, V. Bouchart, and A. Garrigou. Levels and determinants of pesticide exposure in re-entry workers in vineyards: results of the PESTEXPO study. Environmental Research, in press, 2014.
(9) A. Mauguen, S. Collette, JP. Pignon, and V. Rondeau. Reply to « Interpretation of concordance measures for clustered data ». Statistics in Medicine, 33(4) :717-718, February 2014.
(10) A. Mauguen, S. Collette, J.P. Pignon, and V. Rondeau. Concordance measures in shared frailty models : application to multicenter data in cancer prognosis. Statistics in Medicine, 32 (27) : 4803-4820, 2013.
(11) A. Mauguen, B. rachet, S. Mathoulin-Pélissier, G. MacGrogan and V. Rondeau. Dynamic prediction of risk of death using history of cancer recurrences in joint frailty models. Statistics in Medicine, 32(30):5366-80, 2013.
(12) Y. Mazroui, S. Mathoulin-Pélissier, G. Macgrogan, V. Brouste, and V. Rondeau. Multivvariate frailty model for two types of recurrent events with a dependent terminal event : Application to breast cancer data. Biometrical Journal, 55 (6) : 866-884, 2013.
(13) Y. Mazroui, A. Mauguen, S. Mathoulin-Pélissier, G. Macgrogan, V. Brouste, and V. Rondeau. Time-varying regression coefficients in a multivariate frailty model : application to several types of breast cancer recurrences and death. LIDA, in press 2014.
(14) I. Baldi, M.D. Lebailly, V. Rondeau, V. Bouchart, A. Blanc-Lapierre, G. Bouvier, M. Canal-Raffin, and A. Garrigou. Levels and determinants of pesticide exposure in operators involved in treatment of vineyards : results of the PESTEXPO study. Journal of Exposure Science And Environmental Epidemiology, 22 (6) : 593-600, 2012.
(15) B. Liquet, J.F. Timsit, and V. Rondeau. Investigating hospital heterogeneity with a multi-state frailty model : application to nosocomial pneumonia disease in intensive care units. BMC medical research methodology, 12;79, 2012.
(16) V. Rondeau, Y. Mazroui, and J.R. Gonzalez. frailtypack : An R package for the analysis of correlated survival data with frailty models using penalized likelihood estimation or parametrical estimation. Journal of Statistical Software, 47(4) :1-28, 2012.
(17) Y. Mazroui, S. Mathoulin-Pélissier, P. Soubeyran, and V. Rondeau. General joint frailty model for recurrent event data with a dependent terminal event : Application to follicular lymphoma data. Statistics in Medicine, 31:1162-76, February 2012.
(18) I. Baldi, Gruber A. Coureau, G., V. Rondeau, and H. Loiseau. Re: occupational and residential exposure to electromagnetic fields and risk of brain tumours in adults : a case-control study in gironde, france. International Journal of Cancer, 130(3) :744, 2012.
(19) I. Baldi, A. Gruber, V. Rondeau, P. Lebailly, P. Brochard, and C. Fabrigoule. Neurobehavioral effects of long-term exposure to pesticides : results from the 4-year follow-up of the PHYTONER study. Occupational and environmental medicine, 68(2) :108-15, February 2011.
(20) V. Rondeau, E. Schaffner, F. Corbiere, S. Mathoulin-Pélissier, and J.R. Gonzalez. Cure frailty models for survival data : an application to breast cancer recurrences. Statistical Methods in Medical Research, 897, June 2011.
(21) V. Rondeau, J.P. Pignon, and S. Michiels. A joint model for the dependence between clustered times to tumour progression and deaths : A meta-analysis of chemotherapy in head and neck cancer. Statistical methods in medical research, 897 :1-19, October 2011.
(22) J. Lepeule, H. Seegers, V. Rondeau, C. Robert, and J.M. Denoix. Risk factors for the presence and extent of Developmental Orthopaedic Disease in the limbs of young horses :insights from a count model. Preventive veterinary medicine, 22(5) :671-679,2011.
(23) A.M. Gallagher, G.W. Meijer, D.P. Richardson, V. Rondeau, M. Skarp, M. Stasse-Wolthuis, G.C. Tweedie, R. Witkamp, et al. A standardised approach towards proving the efficacy of foods and food constituents for health claims (proclaim) : providing guidance. British Journal of Nutrition, 106(2) :S16-S28, 2011.
(24) V. Rondeau, S. Mathoulin-Pélissier, L. Tanneau, A.J. Sasco, G. MacGrogan, and M. Debled. Separate and combined analysis of successive dependent outcomes after breast conservation surgery : recurrence, metastases, second cancer and death. BMC Cancer, 2010.
(25) V. Rondeau. Statistical models for recurrent events and death : application to cancer events. Mathematical and Computer Modeling, 52 :949;955, 2010.
(26) G. Encrenaz, A. Bénard, V. Rondeau, F. Bonnet, E. Lazzaro, D. Neau, M. Dupon, F. Dabis, P. Mercié, G. Chêne, and the ANRS CO3 Aquitaine Study Group (Groupe d’Epidémiologie Clinique du Sida en Aquitaine). Determinants of smoking cessation attempts among HIV-infected patients Results from a hospital-based prospective cohort. Current HIV Research, 1(8) :212-207, 2010.
(27) C. Féart, C. Samieri, V. Rondeau, H. Amieva, F. Portet, JF. Dartigues, N. Scarmeas, and P. Barberger-Gateau. Adherence to a mediterranean diet, cognitive decline, and risk of Dementia. Journal of the American Medical Association, 302(6) :638-648, 2009.
(28) B. Marin, R. Thiébaut, H.C. Bucher, V. Rondeau, D. Costagliola, M. Dorrucci, O. Hamouda, M. Prins, S. Walker, K. Porter, et al. Non-AIDS-defining deaths and immunodeficiency in the era of combination antiretroviral therapy. Aids, 23(13) :1743, 2009.
(29) V. Rondeau, H. Jacqmin-Gadda, D. Commenges, C. Helmer, and J.F. Dartigues. Aluminum and Silica in Drinking Water and the Risk of Alzheimer’s Disease or Cognitive Decline : Findings From 15-Year Follow-up of the PAQUID Cohort. American Journal of Epidemiology, 169(4) :489-496, 2009.
(30) V. Rondeau and J.F. Dartigues. Exposition à l’aluminium Quel est le risque pour la santé ? Le quotidien du médecin. Quotidien du medecin, 20 Juin, 2008.
(31) V. Rondeau. Encyclopedia of medical decision making : Recurrent events. Sage Publications, Inc, 2009.
(32) V. Rondeau, H. Allain, S. Bakchine, P. Bonet, F. Brudon, G. Chauplannaz, B. Dubois, T. Gallarda, J.P. Lepine, F. Pasquier, et al. General practice-based intervention for suspecting and detecting dementia in France. Dementia, 7(4) :433, 2008.
(33) V. Rondeau, S. Michiels, B. Liquet, and J.P. Pignon. Investigating trial and treatment heterogeneity in an individual patient data meta-analysis of survival data by means of the penalized maximum likelihood approach. Statistics in Medicine, 27(11) :1894-1910, 2008.
(34) D. Krewski, R.A. Yokel, E. Nieboer, D. Borchelt, J. Cohen, J. Harry, S. Kacew, J. Lindsay, A.M. Mahfouz, and V. Rondeau. Human health risk assessment for aluminium, aluminium oxide, and aluminium hydroxide. Journal of Toxicology and Environmental Health, Part B, 10 :1-269, 2007.
(35) V. Rondeau, S. Mathoulin-Pelissier, H. Jacqmin-Gadda, V. Brouste, and P. Soubeyran. Joint frailty models for recurring events and death using maximum penalized likelihood estimation : application on cancer events. Biostatistics, 8(4) :708-721, 2007.
(36) J. Lepeule, V. Rondeau, J.F. Dartigues, and L. Filleul. Survival Analysis to Estimate Association Between Short-term Mortality and Air Pollution. Environmental Health Perspectives, 114(2) :242-7, 2006.
(37) J. Lepeule, V. Rondeau, J.F. Dartigues, and L. Filleul. Cox Models : Lepeule et al. Respond. Environmental Health Perspectives, 114(12) :A691, 2006.
(38) V. Rondeau, A. Iron, L. Letenneur, D. Commenges, F. Duchene, B. Arveiler, and J.F. Dartigues. Analysis of the effect of aluminum in drinking water and transferrin C 2 allele on Alzheimer’s disease. European Journal of Neurology, 13(9) :1022-1025, 2006.
(39) V. Rondeau, L. Filleul, and P. Joly. Nested frailty models using maximum penalized likelihood estimation. Statistics in Medicine, 25(23) :4036-4052, 2006.
(40) D. Commenges and V. Rondeau. Relationship between Derivatives of the Observed and Full Loglikelihoods and Application to Newton-Raphson Algorithm Observed and Full Loglikelihoods and Application to Newton-Raphson Algorithm. The International Journal of Biostatistics. 2(1) :1-26,2006.
(41) I. Harrabi, V. Rondeau, J.F. Dartigues, J.F. Tessier, and L. Filleul. Effects of particulate air pollution on systolic blood pressure : a population-based approach. Environmental research, 101(1) :89-93, 2006.
(42) V. Rondeau, K. Berhane, and D.C. Thomas. A three-level model for binary time-series data : the effects of air pollution on school absences in the Southern California Children’s Health Study. Statistics in Medicine, 24(7) :1103-1115, 2005.
(43) V. Rondeau and J.R. Gonzalez. frailtypack : A computer program for the analysis of correlated failure time data using penalized likelihood estimation. Computer Methods and Programs in Biomedicine, 80(2) :154-164, 2005.
(44) L. Filleul, V. Rondeau, S. Vandentorren, N. Le Moual, A. Cantagrel, I. Annesi-Maesano, D. Charpin, C. Declercq, F. Neukirch, C. Paris, et al. Twenty five year mortality and air pollution: results from the French PAARC survey. British Medical Journal, 62(7) :453-460, 2005.
(45) G. Encrenaz, V. Rondeau, A. Messiah, and M. Auriacombe. Examining the influence of drop-outs in a follow-up of maintained opiate users. Drug and alcohol dependence, 79(3) :303-310, 2005.
(46) L. Filleul, V. Rondeau, A. Cantagrel, J.F. Dartigues, and J.F. Tessier. Do Subject Characteristics Modify the Effects of Particulate Air Pollution on Daily Mortality Among the Elderly? Journal of Occupational and Environmental Medicine, 46(11) :1115-1122, 2004.
(47) V. Rondeau, D. Commenges, and P. Joly. Maximum penalized likelihood estimation in a gamma-frailty model. Lifetime Data Analysis, 9(2) :139-153, 2003.
(48) V. Rondeau and D. Commenges. Modélisation de la fragilité en survie. Journal de la Société Française de Statistique, 143(1-2) :103-119, 2002.
(49) V. Rondeau. A review of epidemiologic studies on aluminum and silica in relation to Alzheimer’s disease and associated disorders. Reviews on Environmental Health,17(2) :107-122, 2002.
(50) V. Rondeau, H. Jacqmin-Gadda, D. Commenges, and J.F. Dartigues. Re : aluminum in drinking water and cognitive decline in elderly subjects : the Paquid cohort. American Journal of Epidemiology, 154(3) :288-290, 2001.
(51) V. Rondeau and D. Commenges. The epidemiology of aluminium and Alzheimer’s disease. (C. Exley, Ed.)Aluminum and Alzheimer’s Disease. The Science that Describes the Link. Elsevier Science B. V.
(52) I. Bourdel-Marchasson and V. Rondeau. Nutritional intervention trials for preventing and treating pressure ulcer. Nutrition, 17(2) :155-156, 2001.
(53) I. Bourdel-Marchasson, M. Barateau, V. Rondeau, L. Dequae-Merchadou, N. Salles-Montaudon, J.P. Emeriau, G. Manciet, and J.F. Dartigues. A multi-center trial of the effects of oral nutritional supplementation in critically ill older inpatients. Nutrition, 16(1) :1-5, 2000.
(54) V. Rondeau, D. Commenges, H. Jacqmin-Gadda, and J.F. Dartigues. Relation between aluminum concentrations in drinking water and Alzheimer’s disease : an 8-year follow-up study. American Journal of Epidemiology, 152(1) :59-66, 2000.
(55) D. Commenges and V. Rondeau. Standardized martingale residuals applied to grouped left truncated observations of dementia cases. Lifetime Data Analysis, 6(3) :229-235,2000.
(56) V. Rondeau. Analyse par vraisemblance pénalisée de données de survie groupées : application à la relation entre aluminium et démence. (Thesis, Bordeaux, France :Université Victor Segalen Bordeaux2 ), 2000.
(57) V. Rondeau, D. Commenges, and I. Bourdel-Marchasson. Analysis of a multicenter clinical trial on pressure ulcer development by a marginal approach in the Cox model. Revue Epidémiol Santé Publique, 47 :555-561, 1999.
(58) V. Rondeau, D. Commenges, H. Jacqmin-Gadda, and JF Dartigues. Relation entre la composition d’aluminium et de silice dans l’eau de boisson et le risque de maladie d’Alzheimer. Revue Epidémiol Santé Publique, 46(suppl 1) :S32-S33, 1998.
(59) V. Rondeau, D. Commenges, H. Jacqmin-Gadda, and JF Dartigues. Relation entre aluminium et silice dans l’eau de boisson et le risque de maladie d’Alzheimer. In : Gely-Nargeot MC, Ritchie K, Touchon J, eds. Actualités 1998 sur la maladie d’Alzheimer et les syndromes apparentés. Solal, page 513.