@@ -138,9 +138,11 @@ title: "Table of Contents"
138138 2.2. Differential entropy <br >
139139 &emsp ;&ensp ; 2.2.1. * [ Definition] ( /D/dent ) * <br >
140140 &emsp ;&ensp ; 2.2.2. ** [ Negativity] ( /P/dent-neg ) ** <br >
141- &emsp ;&ensp ; 2.2.3. * [ Conditional differential entropy] ( /D/dent-cond ) * <br >
142- &emsp ;&ensp ; 2.2.4. * [ Joint differential entropy] ( /D/dent-joint ) * <br >
143- &emsp ;&ensp ; 2.2.5. * [ Differential cross-entropy] ( /D/dent-cross ) * <br >
141+ &emsp ;&ensp ; 2.2.3. ** [ Invariance under addition] ( /P/dent-inv ) ** <br >
142+ &emsp ;&ensp ; 2.2.4. ** [ Addition upon multiplication] ( /P/dent-add ) ** <br >
143+ &emsp ;&ensp ; 2.2.5. * [ Conditional differential entropy] ( /D/dent-cond ) * <br >
144+ &emsp ;&ensp ; 2.2.6. * [ Joint differential entropy] ( /D/dent-joint ) * <br >
145+ &emsp ;&ensp ; 2.2.7. * [ Differential cross-entropy] ( /D/dent-cross ) * <br >
144146
145147 2.3. Discrete mutual information <br >
146148 &emsp ;&ensp ; 2.3.1. * [ Definition] ( /D/mi ) * <br >
@@ -195,9 +197,19 @@ title: "Table of Contents"
195197 &emsp ;&ensp ; 5.1.9. * [ Marginal likelihood] ( /D/ml ) * <br >
196198 &emsp ;&ensp ; 5.1.10. ** [ Marginal likelihood is integral of joint likelihood] ( /P/ml-jl ) ** <br >
197199
198- 5.2. Bayesian inference <br >
199- &emsp ;&ensp ; 5.2.1. ** [ Bayes' theorem] ( /P/bayes-th ) ** <br >
200- &emsp ;&ensp ; 5.2.2. ** [ Bayes' rule] ( /P/bayes-rule ) ** <br >
200+ 5.2. Prior distributions <br >
201+ &emsp ;&ensp ; 5.2.1. * [ Flat vs. hard vs. soft] ( /D/prior-flat ) * <br >
202+ &emsp ;&ensp ; 5.2.2. * [ Uniform vs. non-uniform] ( /D/prior-uni ) * <br >
203+ &emsp ;&ensp ; 5.2.3. * [ Informative vs. non-informative] ( /D/prior-inf ) * <br >
204+ &emsp ;&ensp ; 5.2.4. * [ Empirical vs. non-empirical] ( /D/prior-emp ) * <br >
205+ &emsp ;&ensp ; 5.2.5. * [ Conjugate vs. non-conjugate] ( /D/prior-conj ) * <br >
206+ &emsp ;&ensp ; 5.2.6. * [ Maximum entropy priors] ( /D/prior-maxent ) * <br >
207+ &emsp ;&ensp ; 5.2.7. * [ Empirical Bayes priors] ( /D/prior-eb ) * <br >
208+ &emsp ;&ensp ; 5.2.8. * [ Reference priors] ( /D/prior-ref ) * <br >
209+
210+ 5.3. Bayesian inference <br >
211+ &emsp ;&ensp ; 5.3.1. ** [ Bayes' theorem] ( /P/bayes-th ) ** <br >
212+ &emsp ;&ensp ; 5.3.2. ** [ Bayes' rule] ( /P/bayes-rule ) ** <br >
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