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Asymptotics in the Thurstone model with an increasing items.

Authors :
Wang, Yuyun
Luo, Jing
Xu, Zhimeng
Zhou, Lewei
Source :
Communications in Statistics: Theory & Methods. 2024, Vol. 53 Issue 9, p3350-3364. 15p.
Publication Year :
2024

Abstract

The Thurstone model is a common model for analyzing the paired comparison data. However, there is lack of asymptotic properties for the moment estimator of parameters in this model. Therefore, we prove uniform consistency and asymptotic normality of the moment estimator in the Thurstome model. Simulation studies and a data example illustrate the theoretical result. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
53
Issue :
9
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
176072387
Full Text :
https://doi.org/10.1080/03610926.2022.2153603