tidyhte (Q5983158)
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Tidy Estimation of Heterogeneous Treatment Effects
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | tidyhte |
Tidy Estimation of Heterogeneous Treatment Effects |
Statements
Estimates heterogeneous treatment effects using tidy semantics on experimental or observational data. Methods are based on the doubly-robust learner of Kennedy (n.d.) <arXiv:2004.14497>. You provide a simple recipe for what machine learning algorithms to use in estimating the nuisance functions and 'tidyhte' will take care of cross-validation, estimation, model selection, diagnostics and construction of relevant quantities of interest about the variability of treatment effects.
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14 August 2023
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