Abstract : Abstract
There are famous examples of acute sensitivity of optimal parametric procedures to a slight discrepancy from the assumed model.
The non parametric approach may also suffer from this kind of deficiency, so that robust procedures (for test and estimation) which are optimal in a neighborhood of a parametric model are to be preferred. This general concept is applied here to survival data analysis.
https://hal-univ-paris.archives-ouvertes.fr/hal-01453057 Contributor : Catherine HuberConnect in order to contact the contributor Submitted on : Thursday, February 2, 2017 - 3:00:35 PM Last modification on : Saturday, June 25, 2022 - 8:58:50 PM
Catherine Huber-Carol. Robust versus Non Parametric Approaches and Survival Data Analysis. CSAA 2014 International Conference on Statistics and Advanced Applications, Nov 2014, Constantine, Algeria. ⟨hal-01453057⟩