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Optimized Response-Adaptive Clinical Trials Sequential Treatment Allocation Based on Markov Decision Problems /
Two-armed response-adaptive clinical trials are modelled as Markov decision problems to pursue two overriding objectives: Firstly, to identify the superior treatment at the end of the trial and, secondly, to keep the number of patients receiving the inferior treatment small. Such clinical trial desi...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Wiesbaden :
Springer Fachmedien Wiesbaden : Imprint: Springer Spektrum,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | BestMasters,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction to Markov Decision Problems and Examples
- Finite and Infinite Horizon Markov Decision Problems
- Solution Algorithms: Backward Induction, Value Iteration and Policy Iteration
- Designing Response Adaptive Clinical Trials with Markov Decision Problems.