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Bayesian Inference [2003]

1
Knowledge and Logic
8
Bayes’ Theorem
19
Probable and Improbable Data
29
Description of Distributions I: Real <Emphasis Type="Italic">x</Emphasis>
40
Description of Distributions II: Natural <Emphasis Type="Italic">x</Emphasis>
46
Form Invariance I: Real <Emphasis Type="Italic">x</Emphasis>
57
Examples of Invariant Measures
65
A Linear Representation of Form Invariance
71
Beyond Form Invariance: The Geometric Prior
81
Inferring the Mean or Standard Deviation
95
Form Invariance II: Natural <Emphasis Type="Italic">x</Emphasis>
109
Independence of Parameters
120
The Art of Fitting I: Real <Emphasis Type="Italic">x</Emphasis>
130
Judging a Fit I: Real <Emphasis Type="Italic">x</Emphasis>
137
The Art of Fitting II: Natural <Emphasis Type="Italic">x</Emphasis>
153
Judging a Fit II: Natural <Emphasis Type="Italic">x</Emphasis>
162
Summary
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