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Journal article

Propensity score methods and regression adjustment for analysis of nonrandomized studies with health‐related quality of life outcomes

Abstract:

PURPOSE: The aim of this study was to investigate the potential added value of combining propensity score (PS) methods with multivariable linear regression (MLR) in estimating the average treatment effect on the treated (ATT) in nonrandomized studies with health-related quality of life (HRQoL) outcomes.

METHODS: We first used simulations to compare the performances of different PS-based methods, either alone or in combination with further MLR adjust...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1002/pds.4756

Authors


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Role:
Author
ORCID:
0000-0001-6240-8317
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Institution:
University of Oxford
Division:
MSD
Department:
NDORMS
Sub department:
Centre for Statistics in Medicine
Role:
Author
ORCID:
0000-0002-2772-2316
Publisher:
Wiley Publisher's website
Journal:
Pharmacoepidemiology and Drug Safety Journal website
Volume:
28
Issue:
5
Pages:
690-699
Publication date:
2019-02-19
Acceptance date:
2019-01-28
DOI:
EISSN:
1099-1557
ISSN:
1053-8569
Pmid:
30784132
Source identifiers:
979091
Language:
English
Keywords:
Pubs id:
pubs:979091
UUID:
uuid:378cd60c-a2ca-4c82-bee2-e09462711567
Local pid:
pubs:979091
Deposit date:
2019-05-29

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