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Simulations take 2
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Classroom Contents
Estimating Individualized Treatment Rules Without Individual Data in Multicentre Studies
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- 1 Intro
- 2 Road-map
- 3 Evidence-based medicine: The statisticians' role
- 4 Precision medicine
- 5 When would we want treatment to be adaptive?
- 6 Analytic methods
- 7 Identifying the best treatment regime
- 8 Dynamic Weighted OLS (dWOLS)
- 9 Data pooling
- 10 Pooling strategies
- 11 Distributed regression
- 12 Simulation scenarios
- 13 Simulation results
- 14 Findings
- 15 Simulations take 2
- 16 Warfarin dosing strategy
- 17 Concluding remarks
