PREPRINTS and PAPERS

 From Risk Prediction to Risk Factors Interpretation. Comparison of Neural Networks and Classical Statistics for Dementia Prediction. 2023
                                Catherine Huber                                                                                                                                              NN explainability
                                                                                                                                                               
On Censored and Truncated Data in Survival Analysis and Reliability Models 2021
                                Catherine Huber, Valentin Solev, and Filia Vonta
                                                                                                                                                                                                     Censored and truncated Data 2021
                                                                                                                                                                

Risk analysis: Survival data analysis vs.machine learning. Application to Alzheimer prediction 2019
                                     CatherineHuber-Carol, Shulamith Gross, FiliaVonta                                                                            Risk Analysis 2019
Molecular Oncology 2016      Survival for neuroblastoma : WT1 expression is inversely correlated with MYCN
                                                    Caroline Masserota, Qingyuan Liua, Eric Nguyena,
                                                    Charles-Henry Gattolliatc, Dominique Valteau-Couanete, Jean Benard,
                                                    Catherine Huber, Evelyne Segal-Bendirdjiana                                                                        Molecular Oncology  2016


Within the sample comparison of prediction performances of models and sub-models. Application to Alzheimer disease.                       
                 Catherine Huber, Shulamith Toaff-Gross, and Annick Alpérovitch                        
Prediction Wiley  2014
Acceleration, due to occupational exposure, of time to onset of a disease.
        Antoine Chambaz, Dominique Choudat, Catherine Huber                                              
    Risk of occupational exposure   2014

A semi parametric model for interval censored data                         
                                    Catherine Huber and Filia Vonta                        
POMI    2009
Robust and Non parametric approaches to Survival data Analysis
                                    Catherine Huber                                                Robust    2009
 

      
       Frailty Models for Arbitrarily Censored and Truncated Data.  Frailty
                                  Catherine Huber and Ilia Vonta
       Independent Competing Risks versus a general Semi-Markov Model: Application to Heart Transplant Data.  Heart transplant
                                  Catherine Huber, Odile Pons et Natacha Heutte
       Inference for a general Semi-Markov Model and a Sub-Model: Independent Competing risks.   Semi Markov
                                   Catherine Huber, Odile Pons et Natacha Heutte
        Interval Censored and Truncated Data: Rate of Convergence of NPMLE
                                 of the Density
                                  Catherine Huber, Valentin Solev et Filia Vonta     NPMLE
         Multivariate Survival Data With Censoring
                                   Shulamith Gross and Catherine Huber                Hierarchical
         Extended Cox and Accelerated Models in Reliability, with General Censoring and Truncation.
                                    Catherine Huber et Mikhaïl Nikouline                Extended Cox