𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Robust penalized logistic regression with truncated loss functions

✍ Scribed by Seo Young Park; Yufeng Liu

Publisher
John Wiley and Sons
Year
2011
Tongue
French
Weight
601 KB
Volume
39
Category
Article
ISSN
0319-5724

No coin nor oath required. For personal study only.

πŸ“œ SIMILAR VOLUMES

Robust inference for generalized linear
Robust inference for generalized linear models with application to logistic regression
✍ Gianfranco Adimari; Laura Ventura πŸ“‚ Article πŸ“… 2001 πŸ› Elsevier Science 🌐 English βš– 125 KB

In this paper we consider a suitable scale adjustment of the estimating function which deΓΏnes a class of robust M-estimators for generalized linear models. This leads to a robust version of the quasi-proΓΏle loglikelihood which allows us to derive robust likelihood ratio type tests for inference and