Measurement and Analysis in Transforming Healthcare Delivery

1. Introduction to Measurement and Analysis
Peter J. Fabri

Part I. Managing Data

2. Data and Types of Data
Peter J. Fabri

3. Software for Analytics
Peter J. Fabri

4. Measurement and Uncertainty
Peter J. Fabri

Part II. Applying a Scientific Approach to Data Analysis

5. Mathematical and Statistical Concepts in Data Analysis
Peter J. Fabri

Part III. Techniques in Analysis

6. Analysis by Modeling Data
Peter J. Fabri

7. Principles of Supervised Learning
Peter J. Fabri

8. Unsupervised Machine Learning: Datasets Without Outcomes
Peter J. Fabri

9. Survival Analysis
Peter J. Fabri

10. Interpreting Outcomes: Cause and Effect and p-Values
Peter J. Fabri

11. Useful Tools
Peter J. Fabri

Nyckelord: Medicine & Public Health, Health Administration