Bayesian applications in pharmaceutical development

by Lakshminarayanan, Mani Natanegara, Fanni

Type Book

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"This provides comprehensive coverage of Bayesian application across the span of drug development from discovery to clinical trial to manufacturing with practical examples as illustration"--

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Title Statements

Full title :Bayesian applications in pharmaceutical development / edited by Mani Lakshminarayanan and Fanni Natanegara.

Summary

"This provides comprehensive coverage of Bayesian application across the span of drug development from discovery to clinical trial to manufacturing with practical examples as illustration"--

Edition Statements

Publication Date:2020

Publication Statements

Publisher(s):CRC Press, Taylor & Francis
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:2020

Notes

"A Chapman & Hall book."

The Physical Object

Description:xiv, 518 pages : : illustrations

Edition Identifiers

ISBN:9781138296763, 1138296767
oclc:on1103857230
LC Classification:RM301.25
Dewey Decimal:615.1/9

Incorporation of Historical Control Data in Analysis of Clinical Trials -- Practical considerations for building priors for confirmatory studies -- The Practice of Prior Elicitation -- Bayesian examples in preclinical in-vivo research -- Planning a model-based Bayesian dose response study -- Novel Designs for Early Phase Drug Combination Trials -- Executing and Reporting Clinical Trial Simulations : Practical Recommendations for Best Practices -- Reporting of Bayesian Analyses in Clinical Research : Some Recommendations -- Handling missing data in clinical trials with Bayesian and Frequentist Approaches -- Bayesian Applications in Pharmaceutical Development -- Simulation for Bayesian Adaptive Designs : Step-by-Step Guide for Developing the Necessary R Code -- Power Priors for Sample Size Determination in the Process Validation Life-Cycle -- Bayesian Approaches in the Regulation of Medical Products -- Computational Tools -- Software for Bayesian Computation : An Overview of Some Currently Available Tools -- Considerations and Bayesian Applications in Pharmaceutical Development for Rare Diseases -- Extrapolation Process in Pediatric Drug Development and Corresponding Bayesian Implem…

Subjects

Bayes Theorem Bayesian statistical decision theory Drug development Drug development -- Statistical methods Médicaments -- Développement Pharmaceutical Preparations -- chemistry Théorème de Bayes Théorie de la décision bayésienne