Bayesian models

Beta conjugate prior distribution

List of supported sampling distributions using a conjugate beta distribution for one of their parameters.

• Bernoulli distribution
• Binomial distribution
• Geometric distribution
• Negative binomial distribution

Gamma conjugate prior distribution

List of supported sampling distributions using a conjugate gammma distribution for one of their parameters.

• Exponential distribution
• Poisson distribution

Normal-inverse-gamma prior distribution

List of supported sampling distributions using a conjugate normal-inverse-gamma distribution for their parameters.

• Normal distribution
• Log-normal distribution

Pareto conjugate prior distribution

List of supported sampling distributions using a conjugate Pareto distribution for one of the their parameters

• Uniform distribution