Comments on "Exchangeability assumption in propensityscore based adjustment methods for population mean estimation using non-probability samples"

被引：0

作者：

Kim, Jae Kwang ^{[1
]}

Kwon, Yonghyun ^{[1
]}

机构：

[1] Iowa State Univ, Dept Stat, Ames, IA 50011 USA

来源：

SURVEY METHODOLOGY | 2024年 / 50卷 / 01期

关键词：

Data integration; Propensity score function; Pseudo weight; Two-phase sampling; INFERENCE;

D O I：

暂无

中图分类号：

O1 [数学]; C [社会科学总论];

学科分类号：

03 ; 0303 ; 0701 ; 070101 ;

摘要：

Pseudo weight construction for data integration can be understood in the two-phase sampling framework. Using the two-phase sampling framework, we discuss two approaches to the estimation of propensity scores and develop a new way to construct the propensity score function for data integration using the conditional maximum likelihood method. Results from a limited simulation study are also presented.

引用

页数：9

共 7 条

[1]

Beaumont J.-F., 2024, Survey Methodology, V50, P123

[2] Doubly Robust Inference With Nonprobability Survey Samples [J].