The use of propensity score methods with survival or time-to-event outcomes: reporting measures of effect similar to those used in randomized experiments

Propensity score methods are increasingly being used to estimate causal treatment effects in observational studies. In medical and epidemiological studies, outcomes are frequently time‐to‐event in nature. Propensity‐score methods are often applied incorrectly when estimating the effect of treatment...

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Bibliographic Details
Published in:	Statistics in medicine Vol. 33; no. 7; pp. 1242 - 1258
Main Author:	Austin, Peter C.
Format:	Journal Article
Language:	English
Published:	England Blackwell Publishing Ltd 30.03.2014 Wiley Subscription Services, Inc BlackWell Publishing Ltd
Subjects:	Aged Clinical outcomes Clinical trials confounding Confounding Factors (Epidemiology) Epidemiology event history analysis Female Humans Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use inverse probability of treatment weighting Male marginal effects Medical statistics Medical treatment Middle Aged Myocardial Infarction - drug therapy Observational Studies as Topic - methods observational study Propensity Score propensity score matching Side effects Survival Analysis Treatment Outcome Tutorial in Biostatistics confounding propensity score matching event history analysis inverse probability of treatment weighting survival analysis marginal effects observational study propensity score
ISSN:	0277-6715, 1097-0258, 1097-0258
Online Access:	Get full text
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