The Book of OHDSI
1
Prerequisites
2
Introduction
3
Literature
4
Methods
5
Applications
5.1
Example one
5.2
Example two
6
Final Words
References
7
Patient Level Prediction
7.1
Study specification
7.1.1
Problem definition
7.1.2
Study population definition
7.1.3
Model development settings
7.1.4
Model evaluation
7.1.5
Study summary
7.2
Study implementation
7.2.1
Cohort instantiation
7.2.2
Study script creation
7.2.3
Study package creation
7.3
Internal validation
7.3.1
Discrimination
7.3.2
Calibration
7.3.3
Smooth Calibration
7.3.4
Preference distribution
7.3.5
Predicted probability distribution
7.3.6
Test-Train similarity
7.3.7
Variable scatter plot
7.3.8
Precision recall
7.3.9
Demographic summary
7.4
External validation
7.5
Journal paper generation
7.6
Other functionality
7.7
Demos
7.8
Acknowledgments
Appendix 1: Study population settings details
Published with bookdown
The Book of OHDSI
Chapter 6
Final Words
We have finished a nice book.