Title Statements
- Full title :Bayesian Methods in Pharmaceutical Research
Edition Statements
- Publication Date:2020.
Publication Statements
- Publisher(s):CRC Press LLC
- Place of Publication:Milton
- Language:eng
- Publication Date:2020.
Notes
Description based upon print version of record.
11.3 Nonparametric Bayesian models
The Physical Object
- Description:1 online resource (547 p.).
Edition Identifiers
- ISBN:9781351718660, 1351718665, 9781351718677, 1351718673, 9781351718653, 1351718657, 9781315180212, 1315180219
- DOI:10.1201/9781315180212
- oclc:on1152063539
- Dewey Decimal:615.19001519542
Table of Contents
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- Editors -- Contributors -- List of abbreviations -- Part I: Introduction -- 1. Bayesian Background -- 1.1 Introduction -- 1.2 The frequentist approach to inference -- 1.3 Bayesian concepts -- 1.4 More than one parameter -- 1.5 Choosing the prior distribution -- 1.6 Determining the posterior distribution numerically -- 1.7 Hierarchical models and data augmentation -- 1.8 Model selection and model checking -- 1.9 Bayesian nonparametric methods -- 1.10 Bayesian software
1.11 Further reading -- 2. FDA Regulatory Acceptance of Bayesian Statistics -- 2.1 Introduction -- 2.2 Medical devices -- 2.3 Pharmaceutical products -- 2.4 Differences between devices and drugs -- 2.5 Some promising opportunities in pharmaceutical drugs -- 2.6 The future -- 2.7 Conclusion -- 3. Bayesian Tail Probabilities for Decision Making -- 3.1 Introduction -- 3.2 Posterior tail probabilities -- 3.3 Predictive tail probabilities -- 3.4 Discussion -- Part II: Clinical development -- 4. Clinical Development in the Light of Bayesian Statistics -- 4.1 Introduction
4.2 Introduction to drug development -- 4.3 Qu…
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