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Analyzing receiver operating characteristic curves with SAS /
As a diagnostic decision-making tool, receiver operating characteristic (ROC) curves provide a comprehensive and visually attractive way to summarize the accuracy of predictions. They are used extensively in medical diagnosis and increasingly in fields such as data mining, credit scoring, weather fo...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cary, NC :
SAS Institute,
2007.
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| Colección: | SAS Press series.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Introduction
- Single binary predictor
- Single continuous predictor
- Comparison and covariate adjustment of ROC curves
- Ordinal predictors
- Lehmann family of ROC curves
- ROC curves with censored data
- Using the ROC curve to evaluate multivariable prediction models
- ROC curves in SAS Enterprise Miner.