Index
A
- ABC, ABC
- abstract type, Discussion, Representing PDFs
- Anaconda, Working with the code
- Approximate Bayesian Computation, ABC
- arrival rate, Estimating the arrival rate
- Axtell, Robert, An alternative prior
B
- bacteria, Belly button bacteria
- Bayes factor, Oliver’s blood, Back to the Euro problem-Making a fair comparison, Posterior
- Bayesian framework, The Bayesian framework
- Bayes’s theorem, The cookie problem
- derivation, Bayes’s theorem
- odds form, The odds form of Bayes’s theorem
- Behavioral Risk Factor Surveillance System, The Variability Hypothesis
- belly button, Belly button bacteria
- Bernoulli process, Poisson processes
- beta distribution, The beta distribution, Lions and tigers and bears
- Beta object, The beta distribution, The belly button data
- biased coin, Back to the Euro problem
- binomial coefficient, Collapsing the hierarchy
- binomial distribution, The prior, The Geiger counter problem, Start simple
- binomial likelihood function, The beta distribution
- biodiversity, Belly button bacteria
- bogus, Update, Back to the Euro problem
- Boston, The Red Line problem
- Boston Bruins, The Boston Bruins problem
- BRFSS, The Variability Hypothesis, ABC
- bucket, Caching the joint distribution
- bus stop problem, Exercises
C
- cache, A little optimization, Implementation
- calibration, Calibration
- Campbell-Ricketts, Tom, The Geiger counter problem
- carcinoma, A more general model
- causation, The Geiger counter problem, Discussion
- CDC, The Variability Hypothesis
- Cdf, Cumulative distribution functions, Discussion, Modeling the contestants, Wait ...
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