Publications

R packages

Listwon A., Saint-Pierre P. (2013). R-package « SemiMarkov » (CRAN link)

Guernec G., Gares V., Navaro P., Omer J., Saint-Pierre P., Savy N. (2020). R-package « OTrecod » (CRAN link)

Publications

2021

Demeulemeester R., Savy N., Mounié M., Bernhard G., Molinier L., Saint-Pierre P., Costa N. (2020). An approach by simulation to differential costs estimation. Case of VIH medication switching to generics. Soumis.

Guernec G., Gares V., Omer J., Saint-Pierre P., Savy N. (2020). OTrecod : An R package for data fusion using optimal transportation theory. Soumis.

Just J., Saf S., Guiddir T., Cottel N., Amat F, Lambert N., Saint-Pierre P., Bourgoin-Heck M. (2021). Determinants of blood eosinophilia in moderate and severe asthmatic patients during childhood: Evidence from the severe asthma molecular phenotype (SAMP) cohort. Pediatr Allergy Immunol, doi: 10.1111/pai.13507.

Béthencourt L., Dabachine W., Dejouy V., Lalmiche Z., Neuberger K., Ibnouhsein I., Chéreau S., Mathelin C., Savy N., Saint-Pierre P., Bousquet N. (2021). Guiding Measurement Protocols of Connected Medical Devices Using Digital Twins: A Statistical Methodology Applied to Detecting and Monitoring Lymphedema. IEEE Access, 9, 39444-39465.

2020

Halford M., Saint-Pierre P., Morvan F. (2020). Selectivity correction through online machine learning. BDA 2020, Paris.

Halford M., Saint-Pierre P., Morvan F. (2020). Selectivity estimation with attribute value dependencies using linked bayesian networks. In Transactions on Large-Scale Data and Knowledge-Centered Systems XLVI. Lecture Notes in Computer Science, vol 12410. Springer.

Benoumechiara N., Bousquet N., Michel B., Saint-Pierre P. (2020). Detecting and modeling worst-case dependence structures between random inputs of computer models. Dependence Modeling, 8(1), 263-297.

Niass O., Diongue A.K., Saint-Pierre P., Toure-Balde A. (2020). Using Markov assumption with covariates to assess the Plasmodium falciparum malaria serological markers evolution. African Journal of Applied Statistics, 7 (1), 915-932.

2019

Halford M., Saint-Pierre P., Morvan F. (2019). An approach based on bayesian networks for query selectivity estimation. In Database Systems for Advanced Applications. DASFAA 2019. Lecture Notes in Computer Science, vol 11447. Springer.

Savy N., Saint-Pierre P., Savy S., Julien S., Pham E. (2019). « In Silico Clinical Trials » : a way to improve drug development ? Proceedings of JSM 2019 Biopharmaceutical Section, Denver.

Sesé L., Schneider M., Bourgoin M., Saint-Pierre P. et al. (2019). Asthma with multiple allergic comorbidities is associated with complete response to omalizumab. Clin Exp Allergy, 49 : 733-735.

2018

Sesé L. Schneider M., Bourgoin M., Saint-Pierre P., …, Just J. (2018). Asthme multiallergique est associé avec une réponse complète et précise à l’omalizumab. Revue Française d’Allergologie, 58(3) :282.

Amat F., Just J., Sesé L., …, Saint-Pierre P. (2018). Immunothérapie allergénique souscutanée : un traitement ciblé pour les enfants ayant un asthme allergique exacerbateur ? Revue Française d’Allergologie, 58(3) :272.

2017

Niass O., Saint-Pierre P., Niang M., Diop F., Diouf B., …, Diongue A.K., Balde A.T. (2017). Modelling dynamic change of malaria transmission in holoendemic setting (Dielmo, Senegal) using longitudinal measures of antibody prevalence to Plasmodium falciparum crude schizonts extract. Malaria journal, 16 (1), 409.

Amat F., Louha M., Benet M., Guiddir T., Bourgoin-Heck M., Saint-Pierre P., Paluel-Marmont C., Fontaine C., Lambert N., Couderc R., Just J. (2017). The IL-4 rs2070874 polymorphism may be associated with the severity of recurrent viral-induced wheeze. Pediatric pulmonology, 52 (11), 1435-1442.

Amat F., Kouche C., Gaspard W., Lemoine A., Guiddir T., Lambert N., Zakariya M., Saint-Pierre P., Deschildre A., Couderc R., Just J. (2017). Is a slow progression baked milk protocol of oral immunotherapy always a safe option for children with cow’s milk allergy ? A randomized controlled trial. Clinical and Experimental Allergy, 47 (11), 1491-1496.

Guiddir T., Saint-Pierre P., Purenne-Denis E., Lambert N., Laoudi Y., Couderc R., Gouvis-Echraghi R, Amat F., Just J. (2017). Neutrophilic steroid-refractory recurrent wheeze and eosinophilic steroid-refractory asthma in children. The Journal of Allergy and Clinical Immunology : In Practice, 5 (5), 1351-1361. e2.

Amat F. Tallon A.P., …, Saint-Pierre P., Chatenoud L., Just J. (2017). Rôle des lymphocytes T régulateurs dans le contrôle de l ?asthme chez les patients traités par omalizumab. Revue Française d’Allergologie, 57(3).

2016

Saint-Pierre P. (2016). Multi-state models and cost-effectiveness analysis. Journal de gestion et d’économies médicales, 34 :133-144.

Amat F., Tallon P., Foray A.P., Michaud B., Lambert N., Saint-Pierre P., Chatenoud L., Just J. (2016). Control of asthma by omalizumab : the role of CD4 + Foxp3 + regulatory T cells. Clinical and Experimental Allergy, 46 :1614-1616.

2015

Gregorutti B., Michel B., Saint-Pierre P. (2015). Grouped variable importance with random forests and application to multivariate functional data analysis. Computational Statistics and Data Analysis, 90 :15-35.

Gregorutti B., Michel B., Saint-Pierre P. (2015). Correlation and variable importance in random forests. Statistics and Computing, 27:659-678.

Amat F., Saint-Pierre P., Bourrat E., Nemni A., Couderc R., Boutmy-Deslandes E., Sahraoui F., Pansé I., Bagot M., Foueré S., Just J. (2015). Early-onset atopic dermatitis in children: which are the phenotypes at risk of asthma? Results from the ORCA cohort. PLoS ONE, 10 :e0131369.

Just J., Saint-Pierre P., Amat F., Gouvis-Echraghi R., Guillemot-Lambert N., Guiddir T., Annesi-Maesano I. (2015). What lessons can be learned about asthma phenotypes in children from cohort studies? Pediatric Allergy and Immunology, 26 :300-305.

Listwon A., Saint-Pierre P. (2015). SemiMarkov: An R Package for Parametric Estimation in Multi-State Semi-Markov Models. Journal of Statistical Software, 66 :1-16.

2014

  • Moussu L., Saint-Pierre P., Panayotopoulos V., Guillemot-Lambert N., Couderc R., Amat F., Just J. (2014). Determinants of allergic rhinitis in young children with asthma. PloS one, 9(5):e97236.

2013

  • Saint-Pierre P., Lopez O. (2013) Non-Parametric Estimation of Linear Functionals of a Multivariate Distribution Under Multivariate Censoring with Applications. In « Statistical Models and Methods for Reliability and Survival Analysis. » Wiley-ISTE.
  • Just J., Saint-Pierre P., Gouvis-Echraghi R., Laoudi Y., Roufai Layde, Momas I., Annesi-Maesano I. (2013).Childhood allergic asthma is not a single phenotype. The Journal of Pediatrics, 164(4):815-820.
  • Just J., Saint-Pierre P., Gouvis-Echraghi R., Boutin B., Panayotopoulos V., Chebahi N., Ousidhoum-Zidi A., Khau C.A. (2013). Wheeze phenotypes in young children have different courses during the preschool period. Annals of Allergy, Asthma and Immunology, 111(4):256-261.
  • Amat F., Guillemot-Lambert N., Labbe A., Saint-Pierre P., Annesi-Maesano I., Just J. (2013). Déterminer le phénotype de l’asthme pour mieux le traiter. Archives de Pédiatrie 20(5):H191-H192.

2012

  • Gribkova S., Lopez O., Saint-Pierre P. (2012). A simplified model for studying bivariate mortality under right-censoring. Journal of Multivariate Analysis, 115:181-192.
  • Gouvis-Echraghi R., Saint-Pierre P., Besharaty A.A., Bernard A., Just J. (2012). Exhaled nitric oxide measurement confirms 2 severe wheeze phenotypes in young children from the Trousseau Asthma Program. Journal of Allergy and Clinical Immunology, 130(4):1005-7.
  • Lopez O., Saint-Pierre P. (2012). Bivariate censored regression relying on a new estimator of the joint distribution function. Journal of Statistical Planning and Inference, 142(8):2440 – 2453.
  • Just J., Gouvis-Echraghi R., Couderc R., Guillemot-Lambert N., Saint-Pierre P. (2012). Novel severe wheezy young children phenotypes: boys atopic multiple-trigger and girls nonatopic uncontrolled wheeze. Journal of Allergy and Clinical Immunology, 130(1):103 – 110.

2008

  • Guilloux A., Saint-Pierre P. (2008). Estimateur de la fonction de répartition bivariée avec censures à droite et à gauche. Annales de l’ISUP, 19(2):157 – 164.

2006

  • Foucher Y., Mathieu E., Saint-Pierre P., Durand J.F., Daurès J.P. (2006). A semi-Markov model based on generalized weibull distribution with an illustration for HIV disease. Biometrical Journal, 47(6):825-833.
  • Castelli C., Saint-Pierre P., Daurès J.P. (2006). Informative censoring in survival analysis and application to asthma. Far East Journal of Theoretical Statistics, 19(2):203 – 217.
  • Foucher Y., Saint-Pierre P., Pugliese P., Dellamonica P., Daurès J.P. (2006). A semi-Markov frailty model for multistate survival data : illustration on HIV disease. Far East Journal of Theoretical Statistics, 19(2):185 – 201.
  • Saint-Pierre P., Bourdin A., Chanez P., Daurès J.P., Godard P. (2006). Are overweighted asthmatics more difficult to control? Allergy, 61(1):79-84.

2005

  • Saint-Pierre P., Daurès J.P., Godard P. (2005). The analysis of asthma using homogeneous and non-homogeneous Markov models. Far East Journal of Theoretical Statistics, 16(1):1-18.

2004

  • Severac A., Saint-Pierre P., Daurès J.P., Chanez P., Godard P. (2004). Exacerbations de l’asthme : évaluation et signification. Revue des Maladies Respiratoires, 21:10-10.

2003

  • Saint-Pierre P., Combescure C., Daurès J.P., Godard P. (2003). The analysis of asthma control under a Markov assumption with use of covariates. Statistics in Medicine, 22(24):3755-70.
  • Combescure C., Chanez P., Saint-Pierre P., Daurès J.P., Proudhon H., Godard P. (2003). Variations in control of asthma over time can be assessed by a Markov model. European Respiratory Journal, 22(2):298-304.