Bayesian Analysis with R for Drug Development

Bayesian Analysis with R for Drug Development

Concepts, Algorithms, and Case Studies

Novick, Steven; Yang, Harry

Taylor & Francis Ltd

07/2019

310

Dura

Inglês

9781138295872

15 a 20 dias

825

Descrição não disponível.
Background. Drug Research and Development. Basics of Bayesian analysis. Bayesian Estimation of Sample Size and Power. Pre-Clinical and Clinical Research. Pre-clinical efficacy study. Futility analysis. Phase 3 Clinical Trial. Chemistry, Manufacturing, and Control. Analytical method. Process Development. Bayesian Approach to Statistical Process Control.
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Random Effect Logistic Model;Pre-Clinical Studies;MCMC Sampling;Pharmaceutical Development;Posterior Predictive Distribution;Clinical Trials;Multi-region Trials;Markov Chain Monte Carlo Simulation;Posterior Distribution;Chemistry, Manufacturing, and Control (CMC);Cumulative Distribution Function;Quality by Design;Posterior Predictive Probability;Stan Bayesian software platform;Ich Q8;R code;Consecutive Daily Samples;experimental drug;Non-conjugate Prior;Interim Analysis;FDA 2011a;Ich Q1E;Residual DNA;SUR Model;CRM;Emax Model;Tolerance Interval;Baseline Tumor Size;Dose Ranging Studies;Predictive Probability;Sample Size Calculations;REML Estimate;Zip Distribution;Control Charts