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Table of Contents
pt. 1. Probability & statistics
pt. 2. Philosophical controversies about conditional probability
pt. 3. Four paradigms of statistics
pt. 4. The likelihood principle
pt. 5. Recent advances in model selection
pt. 6. Attempts to understand different aspects of 'randomness'
pt. 7. Probabilistic and statistical paradoxes
pt. 8. Statistics and inductive inference
pt. 9. Various issues about causal inference
pt. 10. Some philosophical issues concerning statistical learning theory
pt. 11. Different approaches to simplicity related to inference and truth
pt. 12. Special problems in statistics/computer science
pt. 13. An application of statistics to climate change
pt. 14. Historical approaches to probability/statistics.
pt. 2. Philosophical controversies about conditional probability
pt. 3. Four paradigms of statistics
pt. 4. The likelihood principle
pt. 5. Recent advances in model selection
pt. 6. Attempts to understand different aspects of 'randomness'
pt. 7. Probabilistic and statistical paradoxes
pt. 8. Statistics and inductive inference
pt. 9. Various issues about causal inference
pt. 10. Some philosophical issues concerning statistical learning theory
pt. 11. Different approaches to simplicity related to inference and truth
pt. 12. Special problems in statistics/computer science
pt. 13. An application of statistics to climate change
pt. 14. Historical approaches to probability/statistics.