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Measurement and Analysis in Transforming Healthcare Delivery Volume 1: Quantitative Approaches in Health Systems Engineering /

This volume provides the important concepts necessary for a physician to participate in a reengineering process, develop decision-making skills based on probability and logic rather than "rules," and to measure and analyze meaningful outcomes of care delivery. This approach has been develo...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Fabri, Peter J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction to Measurement and Analysis
  • Data and Types of Data
  • Software for Analytics
  • Measurement and Uncertainty
  • Mathematical and Statistical Concepts in Data Analysis
  • Analysis by Modeling Data
  • Principles of Supervised Learning
  • Unsupervised Machine Learning-Datasets Without Outcomes
  • Survival Analysis
  • Interpreting Outcomes: Cause and Effect and p-values
  • Useful Tools.