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7. Managing Uncertainty in Drug Approval
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Chapters in this book
- Frontmatter i
- CONTENTS vii
- PREFACE xiii
- Introduction 1
- 1. Clinical Guidelines and Clinical Judgment 8
- 2. Wishful Extrapolation from Research to Patient Care 27
- 3. Credible Use of Evidence to Inform Patient Care 47
- 4. Reasonable Care under Uncertainty 74
- 5. Reasonable Care with Sample Data 87
- 6. A Population Health Perspective on Reasonable Care 100
- 7. Managing Uncertainty in Drug Approval 108
- Conclusion 117
- Complement 1A. Overview of Research on Lymph Node Dissection 120
- Complement 1B. Formalization of Optimal Choice between Surveillance and Aggressive Treatment 129
- Complement 2A. Odds Ratios and Health Risks 132
- Complement 3A. The Ecological Inference Problem in Personalized Risk Assessment 134
- Complement 3B. Bounds on Success Probabilities with No Knowledge of Counterfactual Outcomes 136
- Complement 4A. Formalization of Reasonable Choice between Surveillance and Aggressive Treatment 138
- Complement 5A. Treatment Choice as a Statistical Decision Problem 140
- Complement 6A. Minimax-Regret Allocation of Patients to Two Treatments 144
- Complement 6B. Derivations for Criteria to Treat X-Pox 146
- References 149
- Index 159
Chapters in this book
- Frontmatter i
- CONTENTS vii
- PREFACE xiii
- Introduction 1
- 1. Clinical Guidelines and Clinical Judgment 8
- 2. Wishful Extrapolation from Research to Patient Care 27
- 3. Credible Use of Evidence to Inform Patient Care 47
- 4. Reasonable Care under Uncertainty 74
- 5. Reasonable Care with Sample Data 87
- 6. A Population Health Perspective on Reasonable Care 100
- 7. Managing Uncertainty in Drug Approval 108
- Conclusion 117
- Complement 1A. Overview of Research on Lymph Node Dissection 120
- Complement 1B. Formalization of Optimal Choice between Surveillance and Aggressive Treatment 129
- Complement 2A. Odds Ratios and Health Risks 132
- Complement 3A. The Ecological Inference Problem in Personalized Risk Assessment 134
- Complement 3B. Bounds on Success Probabilities with No Knowledge of Counterfactual Outcomes 136
- Complement 4A. Formalization of Reasonable Choice between Surveillance and Aggressive Treatment 138
- Complement 5A. Treatment Choice as a Statistical Decision Problem 140
- Complement 6A. Minimax-Regret Allocation of Patients to Two Treatments 144
- Complement 6B. Derivations for Criteria to Treat X-Pox 146
- References 149
- Index 159