Effect estimation in point-exposure studies with binary outcomes and high-dimensional covariate data -- a comparison of targeted maximum likelihood estimation and inverse probability of treatment weighting (Q6632745)
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scientific article; zbMATH DE number 7938673
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Effect estimation in point-exposure studies with binary outcomes and high-dimensional covariate data -- a comparison of targeted maximum likelihood estimation and inverse probability of treatment weighting |
scientific article; zbMATH DE number 7938673 |
Statements
Effect estimation in point-exposure studies with binary outcomes and high-dimensional covariate data -- a comparison of targeted maximum likelihood estimation and inverse probability of treatment weighting (English)
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5 November 2024
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targeted maximum likelihood estimation
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inverse probability weighting
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non-positivity
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doubly robust estimator
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plasmode simulation
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