Construct · 1 fields · 1 citations

inverse probability of treatment weighting: a standalone construct

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Epidemiology

weighting each subject by the inverse of the propensity of the treatment actually received so that treated and untreated groups resemble one another.

In epidemiology, inverse probability of treatment weighting refers to weighting each subject by the inverse of the propensity of the treatment actually received so that treated and untreated groups resemble one another. This meaning comes from Austin (2015) in Statistics in Medicine.[1]

Unit
Recovery means
Measured by

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Nearby constructs

Bayes' theorem1 fields · 1 citationsanchor · a standalone construct subject3 fields · 4 citationsjingle · one word, three constructs treatment1 fields · 1 citationsanchor · a standalone construct

References

Austin, P. C., & Stuart, E. A. (2015). Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. Statistics in Medicine, 34(28), 3661-3679. https://doi.org/10.1002/sim.6607

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