溯祖理论
近似贝叶斯计算
贝叶斯概率
贝叶斯推理
计算机科学
推论
贝叶斯统计
系统发育树
简单(哲学)
人口
人工智能
统计推断
机器学习
进化生物学
数学
统计
生物
遗传学
认识论
社会学
人口学
哲学
基因
出处
期刊:Oxford University Press eBooks
[Oxford University Press]
日期:2006-10-05
卷期号:: 145-184
被引量:1
标识
DOI:10.1093/acprof:oso/9780198567028.003.0005
摘要
Abstract This chapter provides a brief introduction to the theory and computation of Bayesian statistics and its applications to molecular evolution. It uses simple examples, such as distance estimation under the JC69 model, to introduce the general principles. It discusses the application of Bayesian inference to reconstruction of phylogenetic trees and to population genetics analysis under the coalescent. Exercises are provided at the end of the chapter.
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