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An Empirical Comparison of Tree-Based Methods for Propensity Score Estimation
OBJECTIVE: To illustrate the use of ensemble tree-based methods (random forest classification [RFC] and bagging) for propensity score estimation and to compare these methods with logistic regression, in the context of evaluating the effect of physical and occupational therapy on preschool motor abil...
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| Main Authors: | , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Blackwell Science Inc
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3796115/ https://ncbi.nlm.nih.gov/pubmed/23701015 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/1475-6773.12068 |
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