I can never remember the form of distributions so here is a cheat sheet for the density functions of some commonly used ones.
Binomial:
Multinomial:
Negative binomial:
Poisson:
Normal:
Multivariate normal:
Gamma:
Inverse gamma:
Beta:
Student t:
Cauchy:
Chi-square:
nice summary!
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