Some puzzles appearing in statistical inference
Year: 2024
Type: article
Abstract: Rao-Blackwell theorem is widely known to be a mathematically powerful technique that can be used to improve the precision of an estimator. The procedure entails exploiting a sufficient statistic to obtain an improved estimator or a uniformly minimum variance unbiased estimator. A modification of sufficient statistics is introduced here which can be applied for Rao-Blackwell theorem along with some fruitful applications that illustrate its properties. Also some theorems have been rewritten in statistical inference.
Source: Comptes Rendus Mathématique
DOI: 10.5802/crmath.636
Authors: Seyf Alemam, Hazhir Homei, Saralees Nadarajah
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4404061710