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A Brief Introduction to Nested Sampling - IPAM at UCLA
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- 1 Intro
- 2 Background
- 3 Motivation: Sampling the Posterior
- 4 Motivation: Integrating the Posterior
- 5 Stopping Criteria
- 6 Nested Sampling In Practice
- 7 Naïve Approach: Sampling from the Prior
- 8 Examples of Bounding Strategies
- 9 Examples of Sampling Strategies
- 10 Advantages and Disadvantages
- 11 Dynamic Nested Sampling
- 12 Illustrative Example
- 13 Summary
