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Bayesian Data Analysis
bayesian的中级读本,完全就是经典,我看的是第二版,Gelman是统计和政治系的教授,所以本书的例子举的非常适合社会科学的同学们,不全都是一些自然科学的例子,看得大家头疼,而且六百多页的内容非常翔实,
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Learning.Bayesian.Models.with.R.
... analyze random events
Build Linear Regression models
Use Bayesian networks to infer the probability distribution of decision ... for predicting future observations. However, learning and implementing Bayesian models is not easy for data science practitioners ...
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