Bayesian Statistics Books

Bayesian methods and inference for genetic analysis

Essential

1
Cover of Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics

Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics

Daniel Sorensen, Daniel Gianola

2002 · advanced

Comprehensive treatment of Bayesian methods and MCMC techniques for quantitative genetics. Essential reading for understanding modern Bayesian approaches in animal breeding.

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Recommended

1
Cover of Bayesian Data Analysis for Animal Scientists

Bayesian Data Analysis for Animal Scientists

Agustin Blasco

2017 · intermediate

Practical introduction to Bayesian data analysis specifically designed for animal scientists. Covers applications and implementation of Bayesian methods in animal breeding contexts.

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Learning Path

Essential Foundation

Sorensen & Gianola (2002) provides comprehensive coverage of Bayesian methods and MCMC techniques specifically for quantitative genetics.

Practical Application

Blasco (2017) offers a more accessible introduction with practical examples designed specifically for animal scientists.

Prerequisites

Basic understanding of statistics and linear models is recommended before diving into Bayesian methods.

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