Title of article :
On the existence and uniqueness of the NPMLE in biased sampling models
Author/Authors :
Davidov، نويسنده , , Ori and Iliopoulos، نويسنده , , George، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Abstract :
Identifiability, existence and uniqueness of the non-parametric maximum likelihood estimator (NPMLE) in biased sampling models are thoroughly investigated. The conditions for existence and uniqueness are considered from a different perspective and proofs are simplified. An extension to semi-parametric models is provided.
Keywords :
Biased sampling , semi-parametric models , Non-parametric maximum likelihood
Journal title :
Journal of Statistical Planning and Inference
Journal title :
Journal of Statistical Planning and Inference
