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 developed over t...
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| Language: | English |
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Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edition: | 1st ed. 2016. |
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| Online Access: | https://doi.org/10.1007/978-3-319-40812-5 |
Table of Contents:
- 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.