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Modern Bayesian Statistics in Clinical Research

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Cover of 'Modern Bayesian Statistics in Clinical Research'

Table of Contents

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    Book Overview
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    Chapter 1 General Introduction to Modern Bayesian Statistics
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    Chapter 2 Traditional Bayes: Diagnostic Testing, Genetic Data Analyses, Bayes and Drug Trials
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    Chapter 3 Bayesian Tests for One Sample Continuous Data
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    Chapter 4 Bayesian Tests for One Sample Binary Data
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    Chapter 5 Bayesian Paired T-Test
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    Chapter 6 Bayesian Unpaired T-Test
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    Chapter 7 Bayesian Regressions
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    Chapter 8 Bayesian Analysis of Variance (Anova)
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    Chapter 9 Bayesian Loglinear Regression
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    Chapter 10 Bayesian Poisson Rate Analysis
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    Chapter 11 Bayesian Pearson Correlation Analysis
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    Chapter 12 Bayesian Statistics: Markov Chain Monte Carlo Sampling
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    Chapter 13 Bayes and Causal Relationships
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    Chapter 14 Bayesian Network
Attention for Chapter 2: Traditional Bayes: Diagnostic Testing, Genetic Data Analyses, Bayes and Drug Trials
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