Conjugate Prior
Gist
If you choose a certain prior. Useful for Bayesian analysis
Beta-Binomial
A beta prior with a binomial likelihood leads go a beta posterior distribution.
Derivation
Gamma - Poisson
Normal-Normal
Drawbacks
- A conjugate prior isn't always flexible enough to fit your prior understanding
- Conjugate prior doesn't always you have tan entirely flat prior.