A Monte-Carlo study for propensity score methods

Tao Wang, Takuhiro Yamaguchi, Yasuo Ohashi, Xue shan Feng, Qing wu Jiang

Research output: Contribution to journalArticle

Abstract

OBJECTIVE: To evaluate the statistical property of the estimators on exposure effect and value of propensity score methods in practical use. METHODS: Simulation data, propensity score methods (PSM) were conducted to assess bias and efficiency, under both with/without model misspecification conditions. RESULTS: Under model misspecification conditions, propensity score methods had better robustness than model based methods. CONCLUSION: For large and complicated data, propensity score methods had more flexibility in practical use than model based methods.

Original languageEnglish
Pages (from-to)458-462
Number of pages5
JournalZhonghua liu xing bing xue za zhi = Zhonghua liuxingbingxue zazhi
Volume26
Issue number6
Publication statusPublished - 2005 Jun
Externally publishedYes

ASJC Scopus subject areas

  • Medicine(all)

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