Bayesian Statistics
Probability as degree of belief, updated by evidence.
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Primary sources and full treatments.
- BookBayesian Data AnalysisGelman, Carlin, Stern, Dunson, Vehtari & Rubin, 1995
The reference for applied Bayesian work, and unusually candid about model checking and the ways a posterior can be confidently wrong.