Research publications

  1. Regression modelling of interval-censored data based on the adaptive-ridge procedure. O. Bouaziz, E. Lauridsen, G. Nuel.

  2. Spline Regression with Automatic Knot Selection. V. Goepp, O. Bouaziz, G. Nuel.

  3. Regularized bidimensional estimation of the hazard rate. V. Goepp, G. Nuel, O. Bouaziz.

  4. Gaussian Sum-Product Networks Learning in the Presence of Interval Censored Data. P. Clavier, O. Bouaziz, G. Nuel.
    Probabilistic Graphical Models (PGM), 2020.

  5. Risk of ankylosis of 400 avulsed and replanted human teeth in relation to length of dry storage. A re-evaluation of a previous long-term clinical study. E. Lauridsen, J. Andreasen, O. Bouaziz, L. Andersson.
    Dental Traumatology, 2019.

  6. Nonparametric survival function estimation for data subject to interval censoring case 2. O. Bouaziz, E. Brunel, F. Comte.
    Journal of Nonparametric Statistics, Volume 31, Issue 4, 2019, Pages 952-987.

  7. Recurrent event survival analysis predicts future risk of hospitalization in patients with paroxysmal and persistent atrial fibrillation. J. Schroder, O. Bouaziz, B. R. Agner, T. Martinussen, P. L. Madsen, D. Li, F. Nedaei, U. Dixen.
    PLoS ONE, Volume 14, Month 6, 2019.

  8. Is placental malaria a long term risk factor for mild malaria attack in infancy? A Beninese observational cohort study. O. Bouaziz, D. Courtin, G. Cottrell, J. Milet, G. Nuel, A. Garcia.
    Clinical Infectious Diseases, Volume 66, Issue 6, 2018, Pages 930-935.

  9. A Change-Point Model for Detecting Heterogeneity in Ordered Survival Responses. O. Bouaziz, G. Nuel.
    Statistical Methods in Medical Research, Volume 27, Issue 12, 2018, Pages 3595-3611.
    Supplementary Material

  10. Computing Individual Risks based on Family History in Genetic Disease in the Presence of Competing Risks. G. Nuel, A. Lefebvre, O. Bouaziz.
    Computational and Mathematical Methods in Medicine, Volume 2017, 2017.

  11. L0 regularization for the estimation of piecewise constant hazard rates in survival analysis. O. Bouaziz, G. Nuel.
    Applied Mathematics, Volume 8, Number 3, 2017, Pages 377-394.

  12. Broad-Spectrum Antibiotic Treatment and Subsequent Childhood Type 1 Diabetes: A Nationwide Danish Cohort Study. T. Clausen, T. Bergholt, O. Bouaziz, M. Arpi, F. Eriksson, S. Rasmussen, N. Keiding, E. Løkkegaard.
    PLoS ONE, Volume 11, Month 8, 2016.

  13. A penalized algorithm for event-specific rate models for recurrent events. O. Bouaziz, A. Guilloux.
    Biostatistics, Volume 16, Issue 2, 2015, Pages 281-294.
    Supplementary Material

  14. Semiparametric inference for the recurrent event process by means of a single-index model. O. Bouaziz, S. Geffray, O. Lopez.
    Statistics, Volume 49, Issue 2, 2015, Pages 361-385.
    Supplementary material

  15. Nonparametric estimation of the intensity function of a recurrent event process. O. Bouaziz, F. Comte, A. Guilloux.
    Statistica Sinica, Volume 23, Number 2, 2013, Pages 635-665.

  16. Conditional density estimation in a censored single-index regression model. O. Bouaziz, O. Lopez.
    Bernoulli, Volume 16, Issue 2, 2010, Pages 514-542.

Teaching manuscripts

  1. Sur quelques tests usuels en statistique bivariée. S. Ammous, O. Bouaziz, J. Dedecker, J. El Methni, M. Mellouk, F. Muri.

  2. The effect of ignoring censoring in survival analysis: theoretical and practical considerations. O. Bouaziz.