Modern Bayesian Statistics in Clinical Research

• Main Authors: Cleophas, Ton J. (Author, http://id.loc.gov/vocabulary/relators/aut), Zwinderman, Aeilko H. (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Medicine.; Biostatistics.; Medicine/Public Health, general.

The current textbook has been written as a help to medical / health professionals and students for the study of modern Bayesian statistics, where posterior and prior odds have been replaced with posterior and prior likelihood distributions. Why may likelihood distributions better than normal distrib...

Table of Contents:

• Preface
• General Introduction to Modern Bayesian Statistics
• Traditional Bayes: Diagnostic Tests, Genetic Research, Bayes and Drug Trials
• Bayesian Tests for One Sample Continuous Data
• Bayesian Tests for One Sample Binary Data
• Bayesian Paired T-Tests
• Bayesian Unpaired T-Tests
• Bayesian Regressions
• Bayesian Analysis of Variance (Anova)
• Bayesian Loglinear Regression
• Bayesian Poisson Rate Analysis
• Bayesian Pearson Correlations
• Bayesian Statistics: Markov Chain Monte Carlo Sampling
• Bayes and Causal Relationships
• Bayesian Network
• Index. .