khardani salah 
Université de Monastir, Tunisie

Title : Introduction to Biostatistics and Regression Problems with Censored Data.




In this presentation, we  study  the conditional mode/ quantile estimation of a randomly censored scalar response variable given a vector/functional random covariate 
(i.e. valued in some infinite-dimensional space) when a stationary alpha-mixing / ergodic data is considered. 
A kernel-type estimator of the conditional  mode and  quantile function is introduced. Then, an asymptotic distribution of the estimators are established.
 A simulation study is considered to show the performance of the proposed estimators.